id	sid	tid	token	lemma	pos
fcis-13998	1	1	frontiers	frontier	NOUN
fcis-13998	1	2	in	in	ADP
fcis-13998	1	3	computing	computing	NOUN
fcis-13998	1	4	and	and	CCONJ
fcis-13998	1	5	intelligent	intelligent	ADJ
fcis-13998	1	6	systems	system	NOUN
fcis-13998	1	7	issn	issn	VERB
fcis-13998	1	8	:	:	PUNCT
fcis-13998	1	9	2832	2832	NUM
fcis-13998	1	10	-	-	SYM
fcis-13998	1	11	6024	6024	NUM
fcis-13998	1	12	|	|	NOUN
fcis-13998	1	13	vol	vol	NOUN
fcis-13998	1	14	.	.	PROPN
fcis-13998	2	1	5	5	NUM
fcis-13998	2	2	,	,	PUNCT
fcis-13998	2	3	no	no	INTJ
fcis-13998	2	4	.	.	NOUN
fcis-13998	2	5	3	3	NUM
fcis-13998	2	6	,	,	PUNCT
fcis-13998	3	1	2023	2023	NUM
fcis-13998	3	2	100	100	NUM
fcis-13998	3	3	counterfeiting	counterfeiting	NOUN
fcis-13998	3	4	in	in	ADP
fcis-13998	3	5	depth	depth	NOUN
fcis-13998	3	6	synthesis	synthesis	NOUN
fcis-13998	3	7	based	base	VERB
fcis-13998	3	8	on	on	ADP
fcis-13998	3	9	digital	digital	ADJ
fcis-13998	3	10	watermarking	watermarking	NOUN
fcis-13998	3	11	yu	yu	PROPN
fcis-13998	3	12	liang	liang	PROPN
fcis-13998	3	13	1	1	PROPN
fcis-13998	3	14	,	,	PUNCT
fcis-13998	3	15	a	a	DET
fcis-13998	3	16	,	,	PUNCT
fcis-13998	3	17	yadong	yadong	PROPN
fcis-13998	3	18	yu	yu	PROPN
fcis-13998	3	19	1	1	NUM
fcis-13998	3	20	,	,	PUNCT
fcis-13998	3	21	yina	yina	PROPN
fcis-13998	3	22	wang	wang	PROPN
fcis-13998	3	23	1	1	NUM
fcis-13998	3	24	,	,	PUNCT
fcis-13998	3	25	dunjun	dunjun	NOUN
fcis-13998	3	26	li	li	PROPN
fcis-13998	3	27	1	1	NUM
fcis-13998	3	28	,	,	PUNCT
fcis-13998	3	29	zejiong	zejiong	PROPN
fcis-13998	3	30	zhou	zhou	PROPN
fcis-13998	3	31	2	2	NUM
fcis-13998	3	32	,	,	PUNCT
fcis-13998	3	33	b	b	NOUN
fcis-13998	3	34	,	,	PUNCT
fcis-13998	3	35	*	*	SYM
fcis-13998	3	36	1	1	NUM
fcis-13998	3	37	school	school	NOUN
fcis-13998	3	38	of	of	ADP
fcis-13998	3	39	management	management	NOUN
fcis-13998	3	40	science	science	NOUN
fcis-13998	3	41	and	and	CCONJ
fcis-13998	3	42	engineering	engineering	NOUN
fcis-13998	3	43	,	,	PUNCT
fcis-13998	3	44	anhui	anhui	PROPN
fcis-13998	3	45	university	university	PROPN
fcis-13998	3	46	of	of	ADP
fcis-13998	3	47	finance	finance	NOUN
fcis-13998	3	48	and	and	CCONJ
fcis-13998	3	49	economics	economic	NOUN
fcis-13998	3	50	,	,	PUNCT
fcis-13998	3	51	bengbu	bengbu	NOUN
fcis-13998	3	52	,	,	PUNCT
fcis-13998	3	53	233030	233030	NUM
fcis-13998	3	54	,	,	PUNCT
fcis-13998	3	55	china	china	PROPN
fcis-13998	3	56	2	2	NUM
fcis-13998	3	57	school	school	NOUN
fcis-13998	3	58	of	of	ADP
fcis-13998	3	59	economics	economic	NOUN
fcis-13998	3	60	,	,	PUNCT
fcis-13998	3	61	anhui	anhui	PROPN
fcis-13998	3	62	university	university	PROPN
fcis-13998	3	63	of	of	ADP
fcis-13998	3	64	finance	finance	NOUN
fcis-13998	3	65	and	and	CCONJ
fcis-13998	3	66	economics	economic	NOUN
fcis-13998	3	67	,	,	PUNCT
fcis-13998	3	68	bengbu	bengbu	NOUN
fcis-13998	3	69	,	,	PUNCT
fcis-13998	3	70	233030	233030	NUM
fcis-13998	3	71	,	,	PUNCT
fcis-13998	3	72	china	china	PROPN
fcis-13998	3	73	a	a	DET
fcis-13998	3	74	1426972597@qq.com	1426972597@qq.com	NUM
fcis-13998	3	75	,	,	PUNCT
fcis-13998	3	76	b	b	NOUN
fcis-13998	3	77	,	,	PUNCT
fcis-13998	3	78	*	*	PUNCT
fcis-13998	3	79	aczzj123456@163.com	aczzj123456@163.com	X
fcis-13998	3	80	*	*	PUNCT
fcis-13998	3	81	corresponding	correspond	VERB
fcis-13998	3	82	author	author	NOUN
fcis-13998	3	83	:	:	PUNCT
fcis-13998	3	84	zejiong	zejiong	PROPN
fcis-13998	3	85	zhou	zhou	PROPN
fcis-13998	4	1	(	(	PUNCT
fcis-13998	4	2	email	email	NOUN
fcis-13998	4	3	:	:	PUNCT
fcis-13998	4	4	aczzj123456@163.com	aczzj123456@163.com	NUM
fcis-13998	4	5	)	)	PUNCT
fcis-13998	4	6	abstract	abstract	NOUN
fcis-13998	4	7	:	:	PUNCT
fcis-13998	4	8	the	the	DET
fcis-13998	4	9	purpose	purpose	NOUN
fcis-13998	4	10	of	of	ADP
fcis-13998	4	11	this	this	DET
fcis-13998	4	12	paper	paper	NOUN
fcis-13998	4	13	is	be	AUX
fcis-13998	4	14	to	to	PART
fcis-13998	4	15	discuss	discuss	VERB
fcis-13998	4	16	and	and	CCONJ
fcis-13998	4	17	apply	apply	VERB
fcis-13998	4	18	digital	digital	ADJ
fcis-13998	4	19	watermarking	watermarking	NOUN
fcis-13998	4	20	technology	technology	NOUN
fcis-13998	4	21	to	to	PART
fcis-13998	4	22	solve	solve	VERB
fcis-13998	4	23	the	the	DET
fcis-13998	4	24	forgery	forgery	NOUN
fcis-13998	4	25	problem	problem	NOUN
fcis-13998	4	26	in	in	ADP
fcis-13998	4	27	depth	depth	NOUN
fcis-13998	4	28	synthesis	synthesis	NOUN
fcis-13998	4	29	.	.	PUNCT
fcis-13998	5	1	with	with	ADP
fcis-13998	5	2	the	the	DET
fcis-13998	5	3	rapid	rapid	ADJ
fcis-13998	5	4	development	development	NOUN
fcis-13998	5	5	of	of	ADP
fcis-13998	5	6	deep	deep	ADJ
fcis-13998	5	7	synthesis	synthesis	NOUN
fcis-13998	5	8	technology	technology	NOUN
fcis-13998	5	9	and	and	CCONJ
fcis-13998	5	10	its	its	PRON
fcis-13998	5	11	application	application	NOUN
fcis-13998	5	12	in	in	ADP
fcis-13998	5	13	various	various	ADJ
fcis-13998	5	14	fields	field	NOUN
fcis-13998	5	15	,	,	PUNCT
fcis-13998	5	16	it	it	PRON
fcis-13998	5	17	is	be	AUX
fcis-13998	5	18	particularly	particularly	ADV
fcis-13998	5	19	important	important	ADJ
fcis-13998	5	20	to	to	PART
fcis-13998	5	21	protect	protect	VERB
fcis-13998	5	22	the	the	DET
fcis-13998	5	23	authenticity	authenticity	NOUN
fcis-13998	5	24	and	and	CCONJ
fcis-13998	5	25	integrity	integrity	NOUN
fcis-13998	5	26	of	of	ADP
fcis-13998	5	27	digital	digital	ADJ
fcis-13998	5	28	content	content	NOUN
fcis-13998	5	29	.	.	PUNCT
fcis-13998	6	1	based	base	VERB
fcis-13998	6	2	on	on	ADP
fcis-13998	6	3	the	the	DET
fcis-13998	6	4	understanding	understanding	NOUN
fcis-13998	6	5	of	of	ADP
fcis-13998	6	6	digital	digital	ADJ
fcis-13998	6	7	watermarking	watermarking	NOUN
fcis-13998	6	8	,	,	PUNCT
fcis-13998	6	9	this	this	DET
fcis-13998	6	10	paper	paper	NOUN
fcis-13998	6	11	explores	explore	VERB
fcis-13998	6	12	an	an	DET
fcis-13998	6	13	experimental	experimental	ADJ
fcis-13998	6	14	design	design	NOUN
fcis-13998	6	15	,	,	PUNCT
fcis-13998	6	16	which	which	PRON
fcis-13998	6	17	uses	use	VERB
fcis-13998	6	18	watermarking	watermarke	VERB
fcis-13998	6	19	embedding	embed	VERB
fcis-13998	6	20	and	and	CCONJ
fcis-13998	6	21	extraction	extraction	NOUN
fcis-13998	6	22	algorithms	algorithm	NOUN
fcis-13998	6	23	and	and	CCONJ
fcis-13998	6	24	forgery	forgery	NOUN
fcis-13998	6	25	detection	detection	NOUN
fcis-13998	6	26	technology	technology	NOUN
fcis-13998	6	27	to	to	PART
fcis-13998	6	28	solve	solve	VERB
fcis-13998	6	29	the	the	DET
fcis-13998	6	30	problem	problem	NOUN
fcis-13998	6	31	of	of	ADP
fcis-13998	6	32	deep	deep	ADJ
fcis-13998	6	33	forgery	forgery	NOUN
fcis-13998	6	34	,	,	PUNCT
fcis-13998	6	35	protect	protect	VERB
fcis-13998	6	36	the	the	DET
fcis-13998	6	37	copyright	copyright	NOUN
fcis-13998	6	38	,	,	PUNCT
fcis-13998	6	39	integrity	integrity	NOUN
fcis-13998	6	40	and	and	CCONJ
fcis-13998	6	41	anti	anti	ADJ
fcis-13998	6	42	-	-	ADJ
fcis-13998	6	43	copy	copy	NOUN
fcis-13998	6	44	of	of	ADP
fcis-13998	6	45	digital	digital	ADJ
fcis-13998	6	46	products	product	NOUN
fcis-13998	6	47	.	.	PUNCT
fcis-13998	7	1	in	in	ADP
fcis-13998	7	2	order	order	NOUN
fcis-13998	7	3	to	to	PART
fcis-13998	7	4	improve	improve	VERB
fcis-13998	7	5	the	the	DET
fcis-13998	7	6	robustness	robustness	NOUN
fcis-13998	7	7	and	and	CCONJ
fcis-13998	7	8	reliability	reliability	NOUN
fcis-13998	7	9	of	of	ADP
fcis-13998	7	10	the	the	DET
fcis-13998	7	11	watermark	watermark	NOUN
fcis-13998	7	12	,	,	PUNCT
fcis-13998	7	13	a	a	DET
fcis-13998	7	14	suitable	suitable	ADJ
fcis-13998	7	15	watermark	watermark	NOUN
fcis-13998	7	16	embedding	embed	VERB
fcis-13998	7	17	and	and	CCONJ
fcis-13998	7	18	extraction	extraction	NOUN
fcis-13998	7	19	algorithm	algorithm	NOUN
fcis-13998	7	20	is	be	AUX
fcis-13998	7	21	designed	design	VERB
fcis-13998	7	22	by	by	ADP
fcis-13998	7	23	analyzing	analyze	VERB
fcis-13998	7	24	the	the	DET
fcis-13998	7	25	characteristics	characteristic	NOUN
fcis-13998	7	26	of	of	ADP
fcis-13998	7	27	deep	deep	ADJ
fcis-13998	7	28	synthesis	synthesis	NOUN
fcis-13998	7	29	forged	forge	VERB
fcis-13998	7	30	media	medium	NOUN
fcis-13998	7	31	in	in	ADP
fcis-13998	7	32	the	the	DET
fcis-13998	7	33	experimental	experimental	ADJ
fcis-13998	7	34	process	process	NOUN
fcis-13998	7	35	.	.	PUNCT
fcis-13998	8	1	then	then	ADV
fcis-13998	8	2	select	select	VERB
fcis-13998	8	3	the	the	DET
fcis-13998	8	4	data	datum	NOUN
fcis-13998	8	5	set	set	VERB
fcis-13998	8	6	containing	contain	VERB
fcis-13998	8	7	the	the	DET
fcis-13998	8	8	original	original	ADJ
fcis-13998	8	9	digital	digital	ADJ
fcis-13998	8	10	media	medium	NOUN
fcis-13998	8	11	and	and	CCONJ
fcis-13998	8	12	the	the	DET
fcis-13998	8	13	deep	deep	ADJ
fcis-13998	8	14	synthetic	synthetic	ADJ
fcis-13998	8	15	forged	forge	VERB
fcis-13998	8	16	samples	sample	NOUN
fcis-13998	8	17	,	,	PUNCT
fcis-13998	8	18	extract	extract	VERB
fcis-13998	8	19	the	the	DET
fcis-13998	8	20	features	feature	NOUN
fcis-13998	8	21	of	of	ADP
fcis-13998	8	22	the	the	DET
fcis-13998	8	23	two	two	NUM
fcis-13998	8	24	,	,	PUNCT
fcis-13998	8	25	and	and	CCONJ
fcis-13998	8	26	find	find	VERB
fcis-13998	8	27	out	out	ADP
fcis-13998	8	28	the	the	DET
fcis-13998	8	29	features	feature	NOUN
fcis-13998	8	30	that	that	PRON
fcis-13998	8	31	distinguish	distinguish	VERB
fcis-13998	8	32	the	the	DET
fcis-13998	8	33	differences	difference	NOUN
fcis-13998	8	34	between	between	ADP
fcis-13998	8	35	the	the	DET
fcis-13998	8	36	two	two	NUM
fcis-13998	8	37	.	.	PUNCT
fcis-13998	9	1	finally	finally	ADV
fcis-13998	9	2	,	,	PUNCT
fcis-13998	9	3	the	the	DET
fcis-13998	9	4	forgery	forgery	NOUN
fcis-13998	9	5	detection	detection	NOUN
fcis-13998	9	6	technology	technology	NOUN
fcis-13998	9	7	is	be	AUX
fcis-13998	9	8	used	use	VERB
fcis-13998	9	9	to	to	PART
fcis-13998	9	10	evaluate	evaluate	VERB
fcis-13998	9	11	the	the	DET
fcis-13998	9	12	performance	performance	NOUN
fcis-13998	9	13	of	of	ADP
fcis-13998	9	14	digital	digital	ADJ
fcis-13998	9	15	watermarking	watermarking	NOUN
fcis-13998	9	16	technology	technology	NOUN
fcis-13998	9	17	in	in	ADP
fcis-13998	9	18	depth	depth	NOUN
fcis-13998	9	19	forgery	forgery	NOUN
fcis-13998	9	20	detection	detection	NOUN
fcis-13998	9	21	.	.	PUNCT
fcis-13998	10	1	in	in	ADP
fcis-13998	10	2	this	this	DET
fcis-13998	10	3	paper	paper	NOUN
fcis-13998	10	4	,	,	PUNCT
fcis-13998	10	5	digital	digital	ADJ
fcis-13998	10	6	watermarking	watermarking	NOUN
fcis-13998	10	7	technology	technology	NOUN
fcis-13998	10	8	is	be	AUX
fcis-13998	10	9	used	use	VERB
fcis-13998	10	10	to	to	PART
fcis-13998	10	11	provide	provide	VERB
fcis-13998	10	12	an	an	DET
fcis-13998	10	13	effective	effective	ADJ
fcis-13998	10	14	solution	solution	NOUN
fcis-13998	10	15	to	to	ADP
fcis-13998	10	16	the	the	DET
fcis-13998	10	17	problem	problem	NOUN
fcis-13998	10	18	of	of	ADP
fcis-13998	10	19	forgery	forgery	NOUN
fcis-13998	10	20	in	in	ADP
fcis-13998	10	21	depth	depth	NOUN
fcis-13998	10	22	synthesis	synthesis	NOUN
fcis-13998	10	23	,	,	PUNCT
fcis-13998	10	24	which	which	PRON
fcis-13998	10	25	can	can	AUX
fcis-13998	10	26	be	be	AUX
fcis-13998	10	27	applied	apply	VERB
fcis-13998	10	28	to	to	PART
fcis-13998	10	29	protect	protect	VERB
fcis-13998	10	30	intellectual	intellectual	ADJ
fcis-13998	10	31	property	property	NOUN
fcis-13998	10	32	rights	right	NOUN
fcis-13998	10	33	,	,	PUNCT
fcis-13998	10	34	prevent	prevent	VERB
fcis-13998	10	35	tampering	tampering	NOUN
fcis-13998	10	36	and	and	CCONJ
fcis-13998	10	37	forgery	forgery	NOUN
fcis-13998	10	38	,	,	PUNCT
fcis-13998	10	39	and	and	CCONJ
fcis-13998	10	40	protect	protect	VERB
fcis-13998	10	41	the	the	DET
fcis-13998	10	42	authenticity	authenticity	NOUN
fcis-13998	10	43	and	and	CCONJ
fcis-13998	10	44	integrity	integrity	NOUN
fcis-13998	10	45	of	of	ADP
fcis-13998	10	46	digital	digital	ADJ
fcis-13998	10	47	media	medium	NOUN
fcis-13998	10	48	content	content	NOUN
fcis-13998	10	49	.	.	PUNCT
fcis-13998	11	1	keywords	keyword	NOUN
fcis-13998	11	2	:	:	PUNCT
fcis-13998	11	3	deep	deep	ADJ
fcis-13998	11	4	composition	composition	NOUN
fcis-13998	11	5	;	;	PUNCT
fcis-13998	11	6	deep	deep	ADJ
fcis-13998	11	7	forgery	forgery	NOUN
fcis-13998	11	8	;	;	PUNCT
fcis-13998	11	9	digital	digital	ADJ
fcis-13998	11	10	watermarking	watermarking	NOUN
fcis-13998	11	11	;	;	PUNCT
fcis-13998	11	12	authenticity	authenticity	NOUN
fcis-13998	11	13	;	;	PUNCT
fcis-13998	11	14	integrity	integrity	NOUN
fcis-13998	11	15	.	.	PUNCT
fcis-13998	12	1	1	1	X
fcis-13998	12	2	.	.	X
fcis-13998	12	3	introduction	introduction	NOUN
fcis-13998	12	4	deep	deep	ADJ
fcis-13998	12	5	forgery	forgery	NOUN
fcis-13998	13	1	[	[	X
fcis-13998	13	2	1	1	X
fcis-13998	13	3	]	]	PUNCT
fcis-13998	13	4	refers	refer	VERB
fcis-13998	13	5	to	to	ADP
fcis-13998	13	6	the	the	DET
fcis-13998	13	7	use	use	NOUN
fcis-13998	13	8	of	of	ADP
fcis-13998	13	9	deep	deep	ADJ
fcis-13998	13	10	learning	learning	NOUN
fcis-13998	13	11	and	and	CCONJ
fcis-13998	13	12	artificial	artificial	ADJ
fcis-13998	13	13	intelligence	intelligence	NOUN
fcis-13998	13	14	technology	technology	NOUN
fcis-13998	13	15	to	to	PART
fcis-13998	13	16	generate	generate	VERB
fcis-13998	13	17	realistic	realistic	ADJ
fcis-13998	13	18	false	false	ADJ
fcis-13998	13	19	content	content	NOUN
fcis-13998	13	20	,	,	PUNCT
fcis-13998	13	21	especially	especially	ADV
fcis-13998	13	22	the	the	DET
fcis-13998	13	23	synthesis	synthesis	NOUN
fcis-13998	13	24	and	and	CCONJ
fcis-13998	13	25	tampering	tampering	NOUN
fcis-13998	13	26	of	of	ADP
fcis-13998	13	27	human	human	ADJ
fcis-13998	13	28	faces	face	NOUN
fcis-13998	13	29	as	as	ADP
fcis-13998	13	30	the	the	DET
fcis-13998	13	31	main	main	ADJ
fcis-13998	13	32	object	object	NOUN
fcis-13998	13	33	.	.	PUNCT
fcis-13998	14	1	the	the	DET
fcis-13998	14	2	emergence	emergence	NOUN
fcis-13998	14	3	of	of	ADP
fcis-13998	14	4	deep	deep	ADJ
fcis-13998	14	5	forgery	forgery	NOUN
fcis-13998	14	6	technology	technology	NOUN
fcis-13998	14	7	is	be	AUX
fcis-13998	14	8	related	relate	VERB
fcis-13998	14	9	to	to	ADP
fcis-13998	14	10	the	the	DET
fcis-13998	14	11	development	development	NOUN
fcis-13998	14	12	of	of	ADP
fcis-13998	14	13	deep	deep	ADJ
fcis-13998	14	14	learning	learning	NOUN
fcis-13998	14	15	and	and	CCONJ
fcis-13998	14	16	computer	computer	NOUN
fcis-13998	14	17	vision	vision	NOUN
fcis-13998	14	18	,	,	PUNCT
fcis-13998	14	19	the	the	DET
fcis-13998	14	20	enhancement	enhancement	NOUN
fcis-13998	14	21	of	of	ADP
fcis-13998	14	22	big	big	ADJ
fcis-13998	14	23	data	datum	NOUN
fcis-13998	14	24	and	and	CCONJ
fcis-13998	14	25	computing	computing	NOUN
fcis-13998	14	26	power	power	NOUN
fcis-13998	14	27	,	,	PUNCT
fcis-13998	14	28	and	and	CCONJ
fcis-13998	14	29	the	the	DET
fcis-13998	14	30	popularity	popularity	NOUN
fcis-13998	14	31	of	of	ADP
fcis-13998	14	32	social	social	ADJ
fcis-13998	14	33	media	medium	NOUN
fcis-13998	14	34	and	and	CCONJ
fcis-13998	14	35	digital	digital	ADJ
fcis-13998	14	36	content	content	NOUN
fcis-13998	14	37	.	.	PUNCT
fcis-13998	15	1	deep	deep	ADJ
fcis-13998	15	2	forgery	forgery	NOUN
fcis-13998	15	3	technology	technology	NOUN
fcis-13998	15	4	brings	bring	VERB
fcis-13998	15	5	potential	potential	ADJ
fcis-13998	15	6	application	application	NOUN
fcis-13998	15	7	value	value	NOUN
fcis-13998	15	8	in	in	ADP
fcis-13998	15	9	film	film	NOUN
fcis-13998	15	10	and	and	CCONJ
fcis-13998	15	11	television	television	NOUN
fcis-13998	15	12	special	special	ADJ
fcis-13998	15	13	effects	effect	NOUN
fcis-13998	15	14	,	,	PUNCT
fcis-13998	15	15	artistic	artistic	ADJ
fcis-13998	15	16	creation	creation	NOUN
fcis-13998	15	17	and	and	CCONJ
fcis-13998	15	18	other	other	ADJ
fcis-13998	15	19	fields	field	NOUN
fcis-13998	15	20	,	,	PUNCT
fcis-13998	15	21	but	but	CCONJ
fcis-13998	15	22	also	also	ADV
fcis-13998	15	23	brings	bring	VERB
fcis-13998	15	24	a	a	DET
fcis-13998	15	25	series	series	NOUN
fcis-13998	15	26	of	of	ADP
fcis-13998	15	27	problems	problem	NOUN
fcis-13998	15	28	and	and	CCONJ
fcis-13998	15	29	challenges	challenge	NOUN
fcis-13998	15	30	.	.	PUNCT
fcis-13998	16	1	deep	deep	ADJ
fcis-13998	16	2	forgery	forgery	NOUN
fcis-13998	16	3	technology	technology	NOUN
fcis-13998	16	4	may	may	AUX
fcis-13998	16	5	be	be	AUX
fcis-13998	16	6	used	use	VERB
fcis-13998	16	7	for	for	ADP
fcis-13998	16	8	malicious	malicious	ADJ
fcis-13998	16	9	purposes	purpose	NOUN
fcis-13998	16	10	,	,	PUNCT
fcis-13998	16	11	such	such	ADJ
fcis-13998	16	12	as	as	ADP
fcis-13998	16	13	fraud	fraud	NOUN
fcis-13998	16	14	,	,	PUNCT
fcis-13998	16	15	network	network	NOUN
fcis-13998	16	16	fraud	fraud	NOUN
fcis-13998	16	17	,	,	PUNCT
fcis-13998	16	18	false	false	ADJ
fcis-13998	16	19	news	news	NOUN
fcis-13998	16	20	dissemination	dissemination	NOUN
fcis-13998	16	21	,	,	PUNCT
fcis-13998	16	22	etc	etc	X
fcis-13998	16	23	.	.	X
fcis-13998	16	24	,	,	PUNCT
fcis-13998	16	25	which	which	PRON
fcis-13998	16	26	seriously	seriously	ADV
fcis-13998	16	27	affects	affect	VERB
fcis-13998	16	28	social	social	ADJ
fcis-13998	16	29	stability	stability	NOUN
fcis-13998	16	30	and	and	CCONJ
fcis-13998	16	31	personal	personal	ADJ
fcis-13998	16	32	privacy	privacy	NOUN
fcis-13998	16	33	security	security	NOUN
fcis-13998	16	34	.	.	PUNCT
fcis-13998	17	1	digital	digital	ADJ
fcis-13998	17	2	watermarking	watermarking	NOUN
fcis-13998	17	3	technology	technology	NOUN
fcis-13998	18	1	[	[	X
fcis-13998	18	2	2	2	NUM
fcis-13998	18	3	]	]	PUNCT
fcis-13998	18	4	is	be	AUX
fcis-13998	18	5	a	a	DET
fcis-13998	18	6	technology	technology	NOUN
fcis-13998	18	7	that	that	PRON
fcis-13998	18	8	hides	hide	VERB
fcis-13998	18	9	specific	specific	ADJ
fcis-13998	18	10	information	information	NOUN
fcis-13998	18	11	in	in	ADP
fcis-13998	18	12	digital	digital	ADJ
fcis-13998	18	13	media	medium	NOUN
fcis-13998	18	14	,	,	PUNCT
fcis-13998	18	15	so	so	SCONJ
fcis-13998	18	16	that	that	SCONJ
fcis-13998	18	17	the	the	DET
fcis-13998	18	18	information	information	NOUN
fcis-13998	18	19	can	can	AUX
fcis-13998	18	20	be	be	AUX
fcis-13998	18	21	transmitted	transmit	VERB
fcis-13998	18	22	and	and	CCONJ
fcis-13998	18	23	stored	store	VERB
fcis-13998	18	24	safely	safely	ADV
fcis-13998	18	25	,	,	PUNCT
fcis-13998	18	26	and	and	CCONJ
fcis-13998	18	27	can	can	AUX
fcis-13998	18	28	be	be	AUX
fcis-13998	18	29	identified	identify	VERB
fcis-13998	18	30	and	and	CCONJ
fcis-13998	18	31	extracted	extract	VERB
fcis-13998	18	32	when	when	SCONJ
fcis-13998	18	33	needed	need	VERB
fcis-13998	18	34	.	.	PUNCT
fcis-13998	19	1	digital	digital	ADJ
fcis-13998	19	2	watermarking	watermarking	NOUN
fcis-13998	19	3	technology	technology	NOUN
fcis-13998	19	4	is	be	AUX
fcis-13998	19	5	widely	widely	ADV
fcis-13998	19	6	used	use	VERB
fcis-13998	19	7	in	in	ADP
fcis-13998	19	8	copyright	copyright	NOUN
fcis-13998	19	9	protection	protection	NOUN
fcis-13998	19	10	,	,	PUNCT
fcis-13998	19	11	content	content	NOUN
fcis-13998	19	12	authentication	authentication	NOUN
fcis-13998	19	13	,	,	PUNCT
fcis-13998	19	14	information	information	NOUN
fcis-13998	19	15	hiding	hiding	NOUN
fcis-13998	19	16	and	and	CCONJ
fcis-13998	19	17	so	so	ADV
fcis-13998	19	18	on	on	ADV
fcis-13998	19	19	.	.	PUNCT
fcis-13998	20	1	its	its	PRON
fcis-13998	20	2	main	main	ADJ
fcis-13998	20	3	application	application	NOUN
fcis-13998	20	4	areas	area	NOUN
fcis-13998	20	5	include	include	VERB
fcis-13998	20	6	:	:	PUNCT
fcis-13998	20	7	copyright	copyright	NOUN
fcis-13998	20	8	protection	protection	NOUN
fcis-13998	20	9	,	,	PUNCT
fcis-13998	20	10	retrieval	retrieval	NOUN
fcis-13998	20	11	and	and	CCONJ
fcis-13998	20	12	traceability	traceability	NOUN
fcis-13998	20	13	of	of	ADP
fcis-13998	20	14	audio	audio	NOUN
fcis-13998	20	15	,	,	PUNCT
fcis-13998	20	16	image	image	NOUN
fcis-13998	20	17	,	,	PUNCT
fcis-13998	20	18	video	video	NOUN
fcis-13998	20	19	,	,	PUNCT
fcis-13998	20	20	text	text	NOUN
fcis-13998	20	21	and	and	CCONJ
fcis-13998	20	22	other	other	ADJ
fcis-13998	20	23	digital	digital	ADJ
fcis-13998	20	24	content	content	NOUN
fcis-13998	20	25	;	;	PUNCT
fcis-13998	20	26	digital	digital	ADJ
fcis-13998	20	27	information	information	NOUN
fcis-13998	20	28	management	management	NOUN
fcis-13998	20	29	and	and	CCONJ
fcis-13998	20	30	protection	protection	NOUN
fcis-13998	20	31	in	in	ADP
fcis-13998	20	32	digital	digital	ADJ
fcis-13998	20	33	libraries	library	NOUN
fcis-13998	20	34	,	,	PUNCT
fcis-13998	20	35	e	e	NOUN
fcis-13998	20	36	-	-	NOUN
fcis-13998	20	37	commerce	commerce	NOUN
fcis-13998	20	38	,	,	PUNCT
fcis-13998	20	39	network	network	NOUN
fcis-13998	20	40	security	security	NOUN
fcis-13998	20	41	and	and	CCONJ
fcis-13998	20	42	other	other	ADJ
fcis-13998	20	43	fields	field	NOUN
fcis-13998	20	44	;	;	PUNCT
fcis-13998	20	45	document	document	NOUN
fcis-13998	20	46	identification	identification	NOUN
fcis-13998	20	47	,	,	PUNCT
fcis-13998	20	48	authentication	authentication	NOUN
fcis-13998	20	49	and	and	CCONJ
fcis-13998	20	50	transaction	transaction	NOUN
fcis-13998	20	51	audit	audit	NOUN
fcis-13998	20	52	in	in	ADP
fcis-13998	20	53	government	government	NOUN
fcis-13998	20	54	,	,	PUNCT
fcis-13998	20	55	enterprises	enterprise	NOUN
fcis-13998	20	56	and	and	CCONJ
fcis-13998	20	57	other	other	ADJ
fcis-13998	20	58	institutions	institution	NOUN
fcis-13998	20	59	.	.	PUNCT
fcis-13998	21	1	digital	digital	ADJ
fcis-13998	21	2	watermarking	watermarking	NOUN
fcis-13998	21	3	technology	technology	NOUN
fcis-13998	21	4	can	can	AUX
fcis-13998	21	5	be	be	AUX
fcis-13998	21	6	used	use	VERB
fcis-13998	21	7	to	to	PART
fcis-13998	21	8	solve	solve	VERB
fcis-13998	21	9	the	the	DET
fcis-13998	21	10	problem	problem	NOUN
fcis-13998	21	11	of	of	ADP
fcis-13998	21	12	deep	deep	ADJ
fcis-13998	21	13	forgery	forgery	NOUN
fcis-13998	21	14	.	.	PUNCT
fcis-13998	22	1	first	first	ADV
fcis-13998	22	2	,	,	PUNCT
fcis-13998	22	3	feature	feature	NOUN
fcis-13998	22	4	extraction	extraction	NOUN
fcis-13998	22	5	is	be	AUX
fcis-13998	22	6	carried	carry	VERB
fcis-13998	22	7	out	out	ADP
fcis-13998	22	8	on	on	ADP
fcis-13998	22	9	the	the	DET
fcis-13998	22	10	original	original	ADJ
fcis-13998	22	11	image	image	NOUN
fcis-13998	22	12	,	,	PUNCT
fcis-13998	22	13	and	and	CCONJ
fcis-13998	22	14	the	the	DET
fcis-13998	22	15	extracted	extract	VERB
fcis-13998	22	16	feature	feature	NOUN
fcis-13998	22	17	information	information	NOUN
fcis-13998	22	18	is	be	AUX
fcis-13998	22	19	embedded	embed	VERB
fcis-13998	22	20	into	into	ADP
fcis-13998	22	21	the	the	DET
fcis-13998	22	22	original	original	ADJ
fcis-13998	22	23	image	image	NOUN
fcis-13998	22	24	to	to	PART
fcis-13998	22	25	form	form	VERB
fcis-13998	22	26	a	a	DET
fcis-13998	22	27	digital	digital	ADJ
fcis-13998	22	28	watermark	watermark	NOUN
fcis-13998	22	29	.	.	PUNCT
fcis-13998	23	1	then	then	ADV
fcis-13998	23	2	,	,	PUNCT
fcis-13998	23	3	a	a	DET
fcis-13998	23	4	deep	deep	ADJ
fcis-13998	23	5	learning	learning	NOUN
fcis-13998	23	6	model	model	NOUN
fcis-13998	23	7	is	be	AUX
fcis-13998	23	8	used	use	VERB
fcis-13998	23	9	for	for	ADP
fcis-13998	23	10	training	training	NOUN
fcis-13998	23	11	to	to	PART
fcis-13998	23	12	classify	classify	VERB
fcis-13998	23	13	the	the	DET
fcis-13998	23	14	real	real	ADJ
fcis-13998	23	15	face	face	NOUN
fcis-13998	23	16	and	and	CCONJ
fcis-13998	23	17	the	the	DET
fcis-13998	23	18	forged	forge	VERB
fcis-13998	23	19	face	face	NOUN
fcis-13998	23	20	,	,	PUNCT
fcis-13998	23	21	and	and	CCONJ
fcis-13998	23	22	the	the	DET
fcis-13998	23	23	features	feature	NOUN
fcis-13998	23	24	that	that	PRON
fcis-13998	23	25	distinguish	distinguish	VERB
fcis-13998	23	26	the	the	DET
fcis-13998	23	27	two	two	NUM
fcis-13998	23	28	are	be	AUX
fcis-13998	23	29	extracted	extract	VERB
fcis-13998	23	30	.	.	PUNCT
fcis-13998	24	1	when	when	SCONJ
fcis-13998	24	2	there	there	PRON
fcis-13998	24	3	is	be	VERB
fcis-13998	24	4	a	a	DET
fcis-13998	24	5	suspected	suspect	VERB
fcis-13998	24	6	depth	depth	NOUN
fcis-13998	24	7	forgery	forgery	NOUN
fcis-13998	24	8	image	image	NOUN
fcis-13998	24	9	,	,	PUNCT
fcis-13998	24	10	the	the	DET
fcis-13998	24	11	extracted	extract	VERB
fcis-13998	24	12	features	feature	NOUN
fcis-13998	24	13	are	be	AUX
fcis-13998	24	14	compared	compare	VERB
fcis-13998	24	15	with	with	ADP
fcis-13998	24	16	the	the	DET
fcis-13998	24	17	watermark	watermark	NOUN
fcis-13998	24	18	embedded	embed	VERB
fcis-13998	24	19	in	in	ADP
fcis-13998	24	20	the	the	DET
fcis-13998	24	21	original	original	ADJ
fcis-13998	24	22	image	image	NOUN
fcis-13998	24	23	for	for	ADP
fcis-13998	24	24	verification	verification	NOUN
fcis-13998	24	25	.	.	PUNCT
fcis-13998	25	1	figure	figure	NOUN
fcis-13998	25	2	1	1	NUM
fcis-13998	25	3	.	.	PUNCT
fcis-13998	26	1	the	the	DET
fcis-13998	26	2	process	process	NOUN
fcis-13998	26	3	of	of	ADP
fcis-13998	26	4	digital	digital	ADJ
fcis-13998	26	5	watermarking	watermarking	NOUN
fcis-13998	26	6	technology	technology	NOUN
fcis-13998	26	7	to	to	PART
fcis-13998	26	8	solve	solve	VERB
fcis-13998	26	9	the	the	DET
fcis-13998	26	10	problem	problem	NOUN
fcis-13998	26	11	of	of	ADP
fcis-13998	26	12	forgery	forgery	NOUN
fcis-13998	26	13	however	however	ADV
fcis-13998	26	14	,	,	PUNCT
fcis-13998	26	15	with	with	ADP
fcis-13998	26	16	the	the	DET
fcis-13998	26	17	continuous	continuous	ADJ
fcis-13998	26	18	development	development	NOUN
fcis-13998	26	19	of	of	ADP
fcis-13998	26	20	technology	technology	NOUN
fcis-13998	26	21	,	,	PUNCT
fcis-13998	26	22	forgery	forgery	NOUN
fcis-13998	26	23	algorithms	algorithm	NOUN
fcis-13998	26	24	are	be	AUX
fcis-13998	26	25	also	also	ADV
fcis-13998	26	26	improving	improve	VERB
fcis-13998	26	27	,	,	PUNCT
fcis-13998	26	28	and	and	CCONJ
fcis-13998	26	29	there	there	PRON
fcis-13998	26	30	may	may	AUX
fcis-13998	26	31	be	be	AUX
fcis-13998	26	32	methods	method	NOUN
fcis-13998	26	33	to	to	PART
fcis-13998	26	34	combat	combat	VERB
fcis-13998	26	35	watermarking	watermarking	NOUN
fcis-13998	26	36	.	.	PUNCT
fcis-13998	27	1	therefore	therefore	ADV
fcis-13998	27	2	,	,	PUNCT
fcis-13998	27	3	it	it	PRON
fcis-13998	27	4	is	be	AUX
fcis-13998	27	5	necessary	necessary	ADJ
fcis-13998	27	6	to	to	PART
fcis-13998	27	7	study	study	VERB
fcis-13998	27	8	new	new	ADJ
fcis-13998	27	9	algorithms	algorithm	NOUN
fcis-13998	27	10	,	,	PUNCT
fcis-13998	27	11	models	model	NOUN
fcis-13998	27	12	and	and	CCONJ
fcis-13998	27	13	techniques	technique	NOUN
fcis-13998	27	14	to	to	PART
fcis-13998	27	15	improve	improve	VERB
fcis-13998	27	16	the	the	DET
fcis-13998	27	17	performance	performance	NOUN
fcis-13998	27	18	and	and	CCONJ
fcis-13998	27	19	effect	effect	NOUN
fcis-13998	27	20	of	of	ADP
fcis-13998	27	21	watermark	watermark	NOUN
fcis-13998	27	22	embedding	embed	VERB
fcis-13998	27	23	and	and	CCONJ
fcis-13998	27	24	detection	detection	NOUN
fcis-13998	27	25	.	.	PUNCT
fcis-13998	28	1	for	for	ADP
fcis-13998	28	2	example	example	NOUN
fcis-13998	28	3	,	,	PUNCT
fcis-13998	28	4	the	the	DET
fcis-13998	28	5	technique	technique	NOUN
fcis-13998	28	6	based	base	VERB
fcis-13998	28	7	on	on	ADP
fcis-13998	28	8	blind	blind	ADJ
fcis-13998	28	9	watermarking	watermarking	NOUN
fcis-13998	28	10	[	[	X
fcis-13998	28	11	3	3	NUM
fcis-13998	28	12	]	]	PUNCT
fcis-13998	28	13	can	can	AUX
fcis-13998	28	14	detect	detect	VERB
fcis-13998	28	15	the	the	DET
fcis-13998	28	16	watermark	watermark	NOUN
fcis-13998	28	17	without	without	ADP
fcis-13998	28	18	the	the	DET
fcis-13998	28	19	original	original	ADJ
fcis-13998	28	20	data	datum	NOUN
fcis-13998	28	21	,	,	PUNCT
fcis-13998	28	22	while	while	SCONJ
fcis-13998	28	23	the	the	DET
fcis-13998	28	24	technique	technique	NOUN
fcis-13998	28	25	based	base	VERB
fcis-13998	28	26	on	on	ADP
fcis-13998	28	27	non	non	ADJ
fcis-13998	28	28	-	-	ADJ
fcis-13998	28	29	blind	blind	ADJ
fcis-13998	28	30	watermarking	watermarking	NOUN
fcis-13998	28	31	requires	require	VERB
fcis-13998	28	32	the	the	DET
fcis-13998	28	33	original	original	ADJ
fcis-13998	28	34	data	datum	NOUN
fcis-13998	28	35	to	to	PART
fcis-13998	28	36	be	be	AUX
fcis-13998	28	37	encrypted	encrypt	VERB
fcis-13998	28	38	before	before	ADP
fcis-13998	28	39	detection	detection	NOUN
fcis-13998	28	40	.	.	PUNCT
fcis-13998	29	1	in	in	ADP
fcis-13998	29	2	addition	addition	NOUN
fcis-13998	29	3	,	,	PUNCT
fcis-13998	29	4	there	there	PRON
fcis-13998	29	5	are	be	VERB
fcis-13998	29	6	some	some	DET
fcis-13998	29	7	emerging	emerge	VERB
fcis-13998	29	8	areas	area	NOUN
fcis-13998	29	9	of	of	ADP
fcis-13998	29	10	research	research	NOUN
fcis-13998	29	11	,	,	PUNCT
fcis-13998	29	12	such	such	ADJ
fcis-13998	29	13	as	as	ADP
fcis-13998	29	14	antagonistic	antagonistic	ADJ
fcis-13998	29	15	watermarking	watermarking	NOUN
fcis-13998	29	16	,	,	PUNCT
fcis-13998	29	17	multimedia	multimedia	X
fcis-13998	29	18	big	big	ADJ
fcis-13998	29	19	data	datum	NOUN
fcis-13998	29	20	watermarking	watermarking	NOUN
fcis-13998	29	21	and	and	CCONJ
fcis-13998	29	22	so	so	ADV
fcis-13998	29	23	on	on	ADV
fcis-13998	29	24	.	.	PUNCT
fcis-13998	30	1	in	in	ADP
fcis-13998	30	2	this	this	DET
fcis-13998	30	3	paper	paper	NOUN
fcis-13998	30	4	,	,	PUNCT
fcis-13998	30	5	the	the	DET
fcis-13998	30	6	watermark	watermark	NOUN
fcis-13998	30	7	embedding	embed	VERB
fcis-13998	30	8	and	and	CCONJ
fcis-13998	30	9	extraction	extraction	NOUN
fcis-13998	30	10	algorithm	algorithm	NOUN
fcis-13998	30	11	is	be	AUX
fcis-13998	30	12	used	use	VERB
fcis-13998	30	13	to	to	PART
fcis-13998	30	14	embed	embed	VERB
fcis-13998	30	15	the	the	DET
fcis-13998	30	16	watermark	watermark	NOUN
fcis-13998	30	17	information	information	NOUN
fcis-13998	30	18	into	into	ADP
fcis-13998	30	19	101	101	NUM
fcis-13998	30	20	the	the	DET
fcis-13998	30	21	digital	digital	ADJ
fcis-13998	30	22	media	medium	NOUN
fcis-13998	30	23	efficiently	efficiently	ADV
fcis-13998	30	24	and	and	CCONJ
fcis-13998	30	25	accurately	accurately	ADV
fcis-13998	30	26	,	,	PUNCT
fcis-13998	30	27	while	while	SCONJ
fcis-13998	30	28	ensuring	ensure	VERB
fcis-13998	30	29	the	the	DET
fcis-13998	30	30	reliability	reliability	NOUN
fcis-13998	30	31	and	and	CCONJ
fcis-13998	30	32	integrity	integrity	NOUN
fcis-13998	30	33	of	of	ADP
fcis-13998	30	34	the	the	DET
fcis-13998	30	35	watermark	watermark	NOUN
fcis-13998	30	36	information	information	NOUN
fcis-13998	30	37	when	when	SCONJ
fcis-13998	30	38	extracting	extract	VERB
fcis-13998	30	39	.	.	PUNCT
fcis-13998	31	1	the	the	DET
fcis-13998	31	2	research	research	NOUN
fcis-13998	31	3	in	in	ADP
fcis-13998	31	4	this	this	DET
fcis-13998	31	5	area	area	NOUN
fcis-13998	31	6	needs	need	VERB
fcis-13998	31	7	to	to	PART
fcis-13998	31	8	consider	consider	VERB
fcis-13998	31	9	the	the	DET
fcis-13998	31	10	robustness	robustness	NOUN
fcis-13998	31	11	of	of	ADP
fcis-13998	31	12	the	the	DET
fcis-13998	31	13	watermark	watermark	NOUN
fcis-13998	31	14	,	,	PUNCT
fcis-13998	31	15	that	that	ADV
fcis-13998	31	16	is	is	ADV
fcis-13998	31	17	,	,	PUNCT
fcis-13998	31	18	the	the	DET
fcis-13998	31	19	ability	ability	NOUN
fcis-13998	31	20	to	to	PART
fcis-13998	31	21	resist	resist	VERB
fcis-13998	31	22	attacks	attack	NOUN
fcis-13998	31	23	,	,	PUNCT
fcis-13998	31	24	and	and	CCONJ
fcis-13998	31	25	to	to	PART
fcis-13998	31	26	minimize	minimize	VERB
fcis-13998	31	27	the	the	DET
fcis-13998	31	28	impact	impact	NOUN
fcis-13998	31	29	on	on	ADP
fcis-13998	31	30	the	the	DET
fcis-13998	31	31	quality	quality	NOUN
fcis-13998	31	32	of	of	ADP
fcis-13998	31	33	the	the	DET
fcis-13998	31	34	original	original	ADJ
fcis-13998	31	35	media	medium	NOUN
fcis-13998	31	36	.	.	PUNCT
fcis-13998	32	1	the	the	DET
fcis-13998	32	2	watermark	watermark	ADJ
fcis-13998	32	3	algorithm	algorithm	NOUN
fcis-13998	32	4	is	be	AUX
fcis-13998	32	5	designed	design	VERB
fcis-13998	32	6	to	to	PART
fcis-13998	32	7	make	make	VERB
fcis-13998	32	8	the	the	DET
fcis-13998	32	9	watermark	watermark	NOUN
fcis-13998	32	10	information	information	NOUN
fcis-13998	32	11	not	not	PART
fcis-13998	32	12	easy	easy	ADJ
fcis-13998	32	13	to	to	PART
fcis-13998	32	14	be	be	AUX
fcis-13998	32	15	detected	detect	VERB
fcis-13998	32	16	or	or	CCONJ
fcis-13998	32	17	modified	modify	VERB
fcis-13998	32	18	in	in	ADP
fcis-13998	32	19	the	the	DET
fcis-13998	32	20	embedding	embed	VERB
fcis-13998	32	21	process	process	NOUN
fcis-13998	32	22	,	,	PUNCT
fcis-13998	32	23	thus	thus	ADV
fcis-13998	32	24	increasing	increase	VERB
fcis-13998	32	25	the	the	DET
fcis-13998	32	26	difficulty	difficulty	NOUN
fcis-13998	32	27	of	of	ADP
fcis-13998	32	28	forgery	forgery	NOUN
fcis-13998	32	29	.	.	PUNCT
fcis-13998	33	1	this	this	DET
fcis-13998	33	2	paper	paper	NOUN
fcis-13998	33	3	designs	design	VERB
fcis-13998	33	4	the	the	DET
fcis-13998	33	5	experimental	experimental	ADJ
fcis-13998	33	6	process	process	NOUN
fcis-13998	33	7	to	to	PART
fcis-13998	33	8	solve	solve	VERB
fcis-13998	33	9	the	the	DET
fcis-13998	33	10	deep	deep	ADJ
fcis-13998	33	11	forgery	forgery	NOUN
fcis-13998	33	12	,	,	PUNCT
fcis-13998	33	13	and	and	CCONJ
fcis-13998	33	14	provides	provide	VERB
fcis-13998	33	15	some	some	DET
fcis-13998	33	16	ideas	idea	NOUN
fcis-13998	33	17	for	for	ADP
fcis-13998	33	18	the	the	DET
fcis-13998	33	19	research	research	NOUN
fcis-13998	33	20	.	.	PUNCT
fcis-13998	34	1	it	it	PRON
fcis-13998	34	2	mainly	mainly	ADV
fcis-13998	34	3	uses	use	VERB
fcis-13998	34	4	forgery	forgery	NOUN
fcis-13998	34	5	detection	detection	NOUN
fcis-13998	34	6	technology	technology	NOUN
fcis-13998	34	7	[	[	X
fcis-13998	34	8	4	4	X
fcis-13998	34	9	]	]	PUNCT
fcis-13998	34	10	to	to	PART
fcis-13998	34	11	detect	detect	VERB
fcis-13998	34	12	the	the	DET
fcis-13998	34	13	digital	digital	ADJ
fcis-13998	34	14	media	medium	NOUN
fcis-13998	34	15	embedded	embed	VERB
fcis-13998	34	16	with	with	ADP
fcis-13998	34	17	watermark	watermark	NOUN
fcis-13998	34	18	to	to	PART
fcis-13998	34	19	verify	verify	VERB
fcis-13998	34	20	whether	whether	SCONJ
fcis-13998	34	21	it	it	PRON
fcis-13998	34	22	contains	contain	VERB
fcis-13998	34	23	effective	effective	ADJ
fcis-13998	34	24	watermark	watermark	NOUN
fcis-13998	34	25	information	information	NOUN
fcis-13998	34	26	,	,	PUNCT
fcis-13998	34	27	so	so	SCONJ
fcis-13998	34	28	as	as	SCONJ
fcis-13998	34	29	to	to	PART
fcis-13998	34	30	solve	solve	VERB
fcis-13998	34	31	the	the	DET
fcis-13998	34	32	problem	problem	NOUN
fcis-13998	34	33	of	of	ADP
fcis-13998	34	34	whether	whether	SCONJ
fcis-13998	34	35	the	the	DET
fcis-13998	34	36	image	image	NOUN
fcis-13998	34	37	is	be	AUX
fcis-13998	34	38	forged	forge	VERB
fcis-13998	34	39	.	.	PUNCT
fcis-13998	35	1	the	the	DET
fcis-13998	35	2	research	research	NOUN
fcis-13998	35	3	in	in	ADP
fcis-13998	35	4	this	this	DET
fcis-13998	35	5	area	area	NOUN
fcis-13998	35	6	needs	need	VERB
fcis-13998	35	7	to	to	PART
fcis-13998	35	8	consider	consider	VERB
fcis-13998	35	9	the	the	DET
fcis-13998	35	10	sensitivity	sensitivity	NOUN
fcis-13998	35	11	and	and	CCONJ
fcis-13998	35	12	accuracy	accuracy	NOUN
fcis-13998	35	13	of	of	ADP
fcis-13998	35	14	the	the	DET
fcis-13998	35	15	detection	detection	NOUN
fcis-13998	35	16	algorithm	algorithm	NOUN
fcis-13998	35	17	,	,	PUNCT
fcis-13998	35	18	as	as	ADV
fcis-13998	35	19	well	well	ADV
fcis-13998	35	20	as	as	ADP
fcis-13998	35	21	the	the	DET
fcis-13998	35	22	adaptability	adaptability	NOUN
fcis-13998	35	23	to	to	ADP
fcis-13998	35	24	various	various	ADJ
fcis-13998	35	25	attacks	attack	NOUN
fcis-13998	35	26	such	such	ADJ
fcis-13998	35	27	as	as	ADP
fcis-13998	35	28	compression	compression	NOUN
fcis-13998	35	29	,	,	PUNCT
fcis-13998	35	30	filtering	filtering	NOUN
fcis-13998	35	31	,	,	PUNCT
fcis-13998	35	32	and	and	CCONJ
fcis-13998	35	33	noise	noise	NOUN
fcis-13998	35	34	addition	addition	NOUN
fcis-13998	35	35	.	.	PUNCT
fcis-13998	36	1	the	the	DET
fcis-13998	36	2	research	research	NOUN
fcis-13998	36	3	objectives	objective	NOUN
fcis-13998	36	4	of	of	ADP
fcis-13998	36	5	this	this	DET
fcis-13998	36	6	paper	paper	NOUN
fcis-13998	36	7	include	include	VERB
fcis-13998	36	8	:	:	PUNCT
fcis-13998	36	9	embedding	embed	VERB
fcis-13998	36	10	the	the	DET
fcis-13998	36	11	watermark	watermark	ADJ
fcis-13998	36	12	information	information	NOUN
fcis-13998	36	13	into	into	ADP
fcis-13998	36	14	the	the	DET
fcis-13998	36	15	image	image	NOUN
fcis-13998	36	16	by	by	ADP
fcis-13998	36	17	using	use	VERB
fcis-13998	36	18	the	the	DET
fcis-13998	36	19	watermark	watermark	NOUN
fcis-13998	36	20	embedding	embed	VERB
fcis-13998	36	21	and	and	CCONJ
fcis-13998	36	22	extraction	extraction	NOUN
fcis-13998	36	23	algorithm	algorithm	NOUN
fcis-13998	36	24	,	,	PUNCT
fcis-13998	36	25	and	and	CCONJ
fcis-13998	36	26	comparing	compare	VERB
fcis-13998	36	27	the	the	DET
fcis-13998	36	28	original	original	ADJ
fcis-13998	36	29	image	image	NOUN
fcis-13998	36	30	with	with	ADP
fcis-13998	36	31	the	the	DET
fcis-13998	36	32	watermark	watermark	NOUN
fcis-13998	36	33	detection	detection	NOUN
fcis-13998	36	34	technology	technology	NOUN
fcis-13998	36	35	to	to	PART
fcis-13998	36	36	determine	determine	VERB
fcis-13998	36	37	whether	whether	SCONJ
fcis-13998	36	38	the	the	DET
fcis-13998	36	39	image	image	NOUN
fcis-13998	36	40	is	be	AUX
fcis-13998	36	41	true	true	ADJ
fcis-13998	36	42	or	or	CCONJ
fcis-13998	36	43	false	false	ADJ
fcis-13998	36	44	.	.	PUNCT
fcis-13998	37	1	improve	improve	VERB
fcis-13998	37	2	the	the	DET
fcis-13998	37	3	robustness	robustness	NOUN
fcis-13998	37	4	and	and	CCONJ
fcis-13998	37	5	security	security	NOUN
fcis-13998	37	6	of	of	ADP
fcis-13998	37	7	digital	digital	ADJ
fcis-13998	37	8	watermarking	watermarking	NOUN
fcis-13998	37	9	technology	technology	NOUN
fcis-13998	37	10	,	,	PUNCT
fcis-13998	37	11	making	make	VERB
fcis-13998	37	12	digital	digital	ADJ
fcis-13998	37	13	watermarking	watermarke	VERB
fcis-13998	37	14	more	more	ADV
fcis-13998	37	15	difficult	difficult	ADJ
fcis-13998	37	16	to	to	PART
fcis-13998	37	17	be	be	AUX
fcis-13998	37	18	forged	forge	VERB
fcis-13998	37	19	and	and	CCONJ
fcis-13998	37	20	tampered	tamper	VERB
fcis-13998	37	21	with	with	ADP
fcis-13998	37	22	.	.	PUNCT
fcis-13998	38	1	provide	provide	VERB
fcis-13998	38	2	efficient	efficient	ADJ
fcis-13998	38	3	and	and	CCONJ
fcis-13998	38	4	accurate	accurate	ADJ
fcis-13998	38	5	digital	digital	ADJ
fcis-13998	38	6	watermark	watermark	NOUN
fcis-13998	38	7	embedding	embed	VERB
fcis-13998	38	8	and	and	CCONJ
fcis-13998	38	9	extraction	extraction	NOUN
fcis-13998	38	10	algorithms	algorithm	NOUN
fcis-13998	38	11	to	to	PART
fcis-13998	38	12	reduce	reduce	VERB
fcis-13998	38	13	the	the	DET
fcis-13998	38	14	impact	impact	NOUN
fcis-13998	38	15	of	of	ADP
fcis-13998	38	16	the	the	DET
fcis-13998	38	17	embedding	embed	VERB
fcis-13998	38	18	process	process	NOUN
fcis-13998	38	19	on	on	ADP
fcis-13998	38	20	the	the	DET
fcis-13998	38	21	quality	quality	NOUN
fcis-13998	38	22	of	of	ADP
fcis-13998	38	23	the	the	DET
fcis-13998	38	24	original	original	ADJ
fcis-13998	38	25	media	medium	NOUN
fcis-13998	38	26	.	.	PUNCT
fcis-13998	39	1	2	2	X
fcis-13998	39	2	.	.	X
fcis-13998	39	3	introduction	introduction	NOUN
fcis-13998	39	4	of	of	ADP
fcis-13998	39	5	digital	digital	ADJ
fcis-13998	39	6	watermarking	watermarking	NOUN
fcis-13998	39	7	technology	technology	NOUN
fcis-13998	39	8	2.1	2.1	NUM
fcis-13998	39	9	.	.	PUNCT
fcis-13998	40	1	principles	principle	NOUN
fcis-13998	40	2	and	and	CCONJ
fcis-13998	40	3	classification	classification	NOUN
fcis-13998	40	4	of	of	ADP
fcis-13998	40	5	digital	digital	ADJ
fcis-13998	40	6	watermarking	watermarke	VERB
fcis-13998	40	7	digital	digital	ADJ
fcis-13998	40	8	watermarking	watermarking	NOUN
fcis-13998	40	9	is	be	AUX
fcis-13998	40	10	a	a	DET
fcis-13998	40	11	technique	technique	NOUN
fcis-13998	40	12	for	for	ADP
fcis-13998	40	13	embedding	embed	VERB
fcis-13998	40	14	invisible	invisible	ADJ
fcis-13998	40	15	identification	identification	NOUN
fcis-13998	40	16	information	information	NOUN
fcis-13998	40	17	in	in	ADP
fcis-13998	40	18	digital	digital	ADJ
fcis-13998	40	19	media	medium	NOUN
fcis-13998	40	20	,	,	PUNCT
fcis-13998	40	21	which	which	PRON
fcis-13998	40	22	is	be	AUX
fcis-13998	40	23	used	use	VERB
fcis-13998	40	24	for	for	ADP
fcis-13998	40	25	copyright	copyright	NOUN
fcis-13998	40	26	protection	protection	NOUN
fcis-13998	40	27	,	,	PUNCT
fcis-13998	40	28	content	content	NOUN
fcis-13998	40	29	authentication	authentication	NOUN
fcis-13998	40	30	and	and	CCONJ
fcis-13998	40	31	forgery	forgery	NOUN
fcis-13998	40	32	detection	detection	NOUN
fcis-13998	40	33	.	.	PUNCT
fcis-13998	41	1	its	its	PRON
fcis-13998	41	2	principle	principle	NOUN
fcis-13998	41	3	is	be	AUX
fcis-13998	41	4	based	base	VERB
fcis-13998	41	5	on	on	ADP
fcis-13998	41	6	the	the	DET
fcis-13998	41	7	appropriate	appropriate	ADJ
fcis-13998	41	8	modification	modification	NOUN
fcis-13998	41	9	or	or	CCONJ
fcis-13998	41	10	embedding	embed	VERB
fcis-13998	41	11	of	of	ADP
fcis-13998	41	12	information	information	NOUN
fcis-13998	41	13	in	in	ADP
fcis-13998	41	14	the	the	DET
fcis-13998	41	15	original	original	ADJ
fcis-13998	41	16	media	medium	NOUN
fcis-13998	41	17	data	datum	NOUN
fcis-13998	41	18	,	,	PUNCT
fcis-13998	41	19	so	so	SCONJ
fcis-13998	41	20	that	that	SCONJ
fcis-13998	41	21	the	the	DET
fcis-13998	41	22	modified	modify	VERB
fcis-13998	41	23	media	media	NOUN
fcis-13998	41	24	data	datum	NOUN
fcis-13998	41	25	can	can	AUX
fcis-13998	41	26	still	still	ADV
fcis-13998	41	27	maintain	maintain	VERB
fcis-13998	41	28	the	the	DET
fcis-13998	41	29	invariance	invariance	NOUN
fcis-13998	41	30	of	of	ADP
fcis-13998	41	31	audio	audio	ADJ
fcis-13998	41	32	-	-	ADJ
fcis-13998	41	33	visual	visual	ADJ
fcis-13998	41	34	effects	effect	NOUN
fcis-13998	41	35	.	.	PUNCT
fcis-13998	42	1	according	accord	VERB
fcis-13998	42	2	to	to	ADP
fcis-13998	42	3	the	the	DET
fcis-13998	42	4	embedding	embed	VERB
fcis-13998	42	5	and	and	CCONJ
fcis-13998	42	6	extraction	extraction	NOUN
fcis-13998	42	7	methods	method	NOUN
fcis-13998	42	8	of	of	ADP
fcis-13998	42	9	digital	digital	ADJ
fcis-13998	42	10	watermarking	watermarking	NOUN
fcis-13998	42	11	,	,	PUNCT
fcis-13998	42	12	digital	digital	ADJ
fcis-13998	42	13	watermarking	watermarking	NOUN
fcis-13998	42	14	can	can	AUX
fcis-13998	42	15	be	be	AUX
fcis-13998	42	16	divided	divide	VERB
fcis-13998	42	17	into	into	ADP
fcis-13998	42	18	the	the	DET
fcis-13998	42	19	following	follow	VERB
fcis-13998	42	20	categories	category	NOUN
fcis-13998	42	21	:	:	PUNCT
fcis-13998	42	22	(	(	PUNCT
fcis-13998	42	23	1	1	X
fcis-13998	42	24	)	)	PUNCT
fcis-13998	42	25	spatial	spatial	ADJ
fcis-13998	42	26	domain	domain	NOUN
fcis-13998	42	27	watermarking	watermarke	VERB
fcis-13998	42	28	[	[	X
fcis-13998	42	29	5	5	NUM
fcis-13998	42	30	]	]	PUNCT
fcis-13998	42	31	.	.	PUNCT
fcis-13998	43	1	spatial	spatial	ADJ
fcis-13998	43	2	domain	domain	NOUN
fcis-13998	43	3	watermarking	watermarking	NOUN
fcis-13998	43	4	refers	refer	VERB
fcis-13998	43	5	to	to	ADP
fcis-13998	43	6	the	the	DET
fcis-13998	43	7	embedding	embedding	NOUN
fcis-13998	43	8	of	of	ADP
fcis-13998	43	9	information	information	NOUN
fcis-13998	43	10	directly	directly	ADV
fcis-13998	43	11	on	on	ADP
fcis-13998	43	12	the	the	DET
fcis-13998	43	13	pixel	pixel	ADJ
fcis-13998	43	14	values	value	NOUN
fcis-13998	43	15	of	of	ADP
fcis-13998	43	16	the	the	DET
fcis-13998	43	17	original	original	ADJ
fcis-13998	43	18	media	medium	NOUN
fcis-13998	43	19	.	.	PUNCT
fcis-13998	44	1	it	it	PRON
fcis-13998	44	2	hides	hide	VERB
fcis-13998	44	3	the	the	DET
fcis-13998	44	4	watermark	watermark	NOUN
fcis-13998	44	5	information	information	NOUN
fcis-13998	44	6	by	by	ADP
fcis-13998	44	7	adjusting	adjust	VERB
fcis-13998	44	8	the	the	DET
fcis-13998	44	9	brightness	brightness	NOUN
fcis-13998	44	10	or	or	CCONJ
fcis-13998	44	11	color	color	NOUN
fcis-13998	44	12	value	value	NOUN
fcis-13998	44	13	of	of	ADP
fcis-13998	44	14	the	the	DET
fcis-13998	44	15	pixel	pixel	NOUN
fcis-13998	44	16	.	.	PUNCT
fcis-13998	45	1	the	the	DET
fcis-13998	45	2	common	common	ADJ
fcis-13998	45	3	techniques	technique	NOUN
fcis-13998	45	4	are	be	AUX
fcis-13998	45	5	least	least	ADV
fcis-13998	45	6	significant	significant	ADJ
fcis-13998	45	7	bit	bit	NOUN
fcis-13998	45	8	replacement	replacement	NOUN
fcis-13998	45	9	method	method	NOUN
fcis-13998	45	10	and	and	CCONJ
fcis-13998	45	11	spread	spread	VERB
fcis-13998	45	12	spectrum	spectrum	NOUN
fcis-13998	45	13	technology	technology	NOUN
fcis-13998	45	14	.	.	PUNCT
fcis-13998	46	1	(	(	PUNCT
fcis-13998	46	2	2	2	X
fcis-13998	46	3	)	)	PUNCT
fcis-13998	46	4	transform	transform	VERB
fcis-13998	46	5	domain	domain	NOUN
fcis-13998	46	6	watermarking	watermarking	NOUN
fcis-13998	46	7	[	[	X
fcis-13998	46	8	6	6	NUM
fcis-13998	46	9	]	]	PUNCT
fcis-13998	46	10	.	.	PUNCT
fcis-13998	47	1	transform	transform	VERB
fcis-13998	47	2	domain	domain	NOUN
fcis-13998	47	3	watermarking	watermarking	NOUN
fcis-13998	47	4	refers	refer	VERB
fcis-13998	47	5	to	to	ADP
fcis-13998	47	6	the	the	DET
fcis-13998	47	7	transformation	transformation	NOUN
fcis-13998	47	8	of	of	ADP
fcis-13998	47	9	the	the	DET
fcis-13998	47	10	original	original	ADJ
fcis-13998	47	11	media	medium	NOUN
fcis-13998	47	12	data	datum	NOUN
fcis-13998	47	13	into	into	ADP
fcis-13998	47	14	a	a	DET
fcis-13998	47	15	mathematical	mathematical	ADJ
fcis-13998	47	16	transform	transform	NOUN
fcis-13998	47	17	domain	domain	NOUN
fcis-13998	47	18	,	,	PUNCT
fcis-13998	47	19	in	in	ADP
fcis-13998	47	20	which	which	PRON
fcis-13998	47	21	information	information	NOUN
fcis-13998	47	22	is	be	AUX
fcis-13998	47	23	embedded	embed	VERB
fcis-13998	47	24	.	.	PUNCT
fcis-13998	48	1	common	common	ADJ
fcis-13998	48	2	transforms	transform	NOUN
fcis-13998	48	3	include	include	VERB
fcis-13998	48	4	fourier	fourier	NOUN
fcis-13998	48	5	transform	transform	NOUN
fcis-13998	48	6	,	,	PUNCT
fcis-13998	48	7	wavelet	wavelet	NOUN
fcis-13998	48	8	transform	transform	NOUN
fcis-13998	48	9	and	and	CCONJ
fcis-13998	48	10	discrete	discrete	ADJ
fcis-13998	48	11	cosine	cosine	NOUN
fcis-13998	48	12	transform	transform	NOUN
fcis-13998	48	13	.	.	PUNCT
fcis-13998	49	1	watermarking	watermarke	VERB
fcis-13998	49	2	in	in	ADP
fcis-13998	49	3	transform	transform	NOUN
fcis-13998	49	4	domain	domain	NOUN
fcis-13998	49	5	has	have	VERB
fcis-13998	49	6	better	well	ADJ
fcis-13998	49	7	robustness	robustness	NOUN
fcis-13998	49	8	and	and	CCONJ
fcis-13998	49	9	imperceptibility	imperceptibility	NOUN
fcis-13998	49	10	,	,	PUNCT
fcis-13998	49	11	and	and	CCONJ
fcis-13998	49	12	the	the	DET
fcis-13998	49	13	commonly	commonly	ADV
fcis-13998	49	14	used	use	VERB
fcis-13998	49	15	methods	method	NOUN
fcis-13998	49	16	are	be	AUX
fcis-13998	49	17	frequency	frequency	NOUN
fcis-13998	49	18	domain	domain	NOUN
fcis-13998	49	19	coding	coding	NOUN
fcis-13998	49	20	and	and	CCONJ
fcis-13998	49	21	parity	parity	NOUN
fcis-13998	49	22	check	check	NOUN
fcis-13998	49	23	code	code	NOUN
fcis-13998	49	24	.	.	PUNCT
fcis-13998	50	1	(	(	PUNCT
fcis-13998	50	2	3	3	X
fcis-13998	50	3	)	)	PUNCT
fcis-13998	50	4	featurebased	featurebase	VERB
fcis-13998	50	5	watermarking	watermarke	VERB
fcis-13998	51	1	[	[	X
fcis-13998	51	2	7	7	NUM
fcis-13998	51	3	]	]	PUNCT
fcis-13998	51	4	.	.	PUNCT
fcis-13998	52	1	feature	feature	NOUN
fcis-13998	52	2	-	-	PUNCT
fcis-13998	52	3	based	base	VERB
fcis-13998	52	4	watermarking	watermarking	NOUN
fcis-13998	52	5	refers	refer	VERB
fcis-13998	52	6	to	to	ADP
fcis-13998	52	7	embedding	embed	VERB
fcis-13998	52	8	and	and	CCONJ
fcis-13998	52	9	extracting	extract	VERB
fcis-13998	52	10	watermark	watermark	NOUN
fcis-13998	52	11	information	information	NOUN
fcis-13998	52	12	by	by	ADP
fcis-13998	52	13	using	use	VERB
fcis-13998	52	14	some	some	DET
fcis-13998	52	15	specific	specific	ADJ
fcis-13998	52	16	features	feature	NOUN
fcis-13998	52	17	in	in	ADP
fcis-13998	52	18	the	the	DET
fcis-13998	52	19	original	original	ADJ
fcis-13998	52	20	media	medium	NOUN
fcis-13998	52	21	.	.	PUNCT
fcis-13998	53	1	these	these	DET
fcis-13998	53	2	features	feature	NOUN
fcis-13998	53	3	may	may	AUX
fcis-13998	53	4	be	be	AUX
fcis-13998	53	5	image	image	NOUN
fcis-13998	53	6	textures	texture	NOUN
fcis-13998	53	7	,	,	PUNCT
fcis-13998	53	8	edges	edge	NOUN
fcis-13998	53	9	,	,	PUNCT
fcis-13998	53	10	local	local	ADJ
fcis-13998	53	11	statistical	statistical	ADJ
fcis-13998	53	12	features	feature	NOUN
fcis-13998	53	13	,	,	PUNCT
fcis-13998	53	14	etc	etc	X
fcis-13998	53	15	.	.	X
fcis-13998	53	16	by	by	ADP
fcis-13998	53	17	embedding	embed	VERB
fcis-13998	53	18	and	and	CCONJ
fcis-13998	53	19	extracting	extract	VERB
fcis-13998	53	20	operations	operation	NOUN
fcis-13998	53	21	on	on	ADP
fcis-13998	53	22	these	these	DET
fcis-13998	53	23	features	feature	NOUN
fcis-13998	53	24	,	,	PUNCT
fcis-13998	53	25	the	the	DET
fcis-13998	53	26	watermark	watermark	NOUN
fcis-13998	53	27	can	can	AUX
fcis-13998	53	28	be	be	AUX
fcis-13998	53	29	hidden	hide	VERB
fcis-13998	53	30	and	and	CCONJ
fcis-13998	53	31	extracted	extract	VERB
fcis-13998	53	32	.	.	PUNCT
fcis-13998	54	1	(	(	PUNCT
fcis-13998	54	2	4	4	X
fcis-13998	54	3	)	)	PUNCT
fcis-13998	54	4	time	time	NOUN
fcis-13998	54	5	-	-	PUNCT
fcis-13998	54	6	domain	domain	NOUN
fcis-13998	54	7	watermarking	watermarking	NOUN
fcis-13998	54	8	[	[	X
fcis-13998	54	9	8	8	NUM
fcis-13998	54	10	]	]	PUNCT
fcis-13998	54	11	.	.	PUNCT
fcis-13998	55	1	temporal	temporal	ADJ
fcis-13998	55	2	watermarking	watermarking	NOUN
fcis-13998	55	3	is	be	AUX
fcis-13998	55	4	a	a	DET
fcis-13998	55	5	digital	digital	ADJ
fcis-13998	55	6	watermarking	watermarking	NOUN
fcis-13998	55	7	technology	technology	NOUN
fcis-13998	55	8	applied	apply	VERB
fcis-13998	55	9	to	to	ADP
fcis-13998	55	10	temporal	temporal	ADJ
fcis-13998	55	11	media	medium	NOUN
fcis-13998	55	12	such	such	ADJ
fcis-13998	55	13	as	as	ADP
fcis-13998	55	14	video	video	NOUN
fcis-13998	55	15	and	and	CCONJ
fcis-13998	55	16	audio	audio	NOUN
fcis-13998	55	17	.	.	PUNCT
fcis-13998	56	1	it	it	PRON
fcis-13998	56	2	embeds	embed	VERB
fcis-13998	56	3	and	and	CCONJ
fcis-13998	56	4	extracts	extract	VERB
fcis-13998	56	5	the	the	DET
fcis-13998	56	6	watermark	watermark	NOUN
fcis-13998	56	7	according	accord	VERB
fcis-13998	56	8	to	to	ADP
fcis-13998	56	9	the	the	DET
fcis-13998	56	10	time	time	NOUN
fcis-13998	56	11	information	information	NOUN
fcis-13998	56	12	of	of	ADP
fcis-13998	56	13	the	the	DET
fcis-13998	56	14	media	medium	NOUN
fcis-13998	56	15	data	datum	NOUN
fcis-13998	56	16	.	.	PUNCT
fcis-13998	57	1	the	the	DET
fcis-13998	57	2	common	common	ADJ
fcis-13998	57	3	technologies	technology	NOUN
fcis-13998	57	4	are	be	AUX
fcis-13998	57	5	time	time	NOUN
fcis-13998	57	6	sequence	sequence	NOUN
fcis-13998	57	7	coding	code	VERB
fcis-13998	57	8	and	and	CCONJ
fcis-13998	57	9	watermarking	watermarke	VERB
fcis-13998	57	10	algorithm	algorithm	NOUN
fcis-13998	57	11	based	base	VERB
fcis-13998	57	12	on	on	ADP
fcis-13998	57	13	human	human	ADJ
fcis-13998	57	14	auditory	auditory	ADJ
fcis-13998	57	15	model	model	NOUN
fcis-13998	57	16	.	.	PUNCT
fcis-13998	58	1	(	(	PUNCT
fcis-13998	58	2	5	5	X
fcis-13998	58	3	)	)	PUNCT
fcis-13998	58	4	multimedia	multimedia	NOUN
fcis-13998	58	5	synchronous	synchronous	ADJ
fcis-13998	58	6	watermarking	watermarking	NOUN
fcis-13998	59	1	[	[	X
fcis-13998	59	2	9	9	NUM
fcis-13998	59	3	]	]	PUNCT
fcis-13998	59	4	.	.	PUNCT
fcis-13998	60	1	multimedia	multimedia	NOUN
fcis-13998	60	2	synchronization	synchronization	NOUN
fcis-13998	60	3	watermarking	watermarking	NOUN
fcis-13998	60	4	is	be	AUX
fcis-13998	60	5	a	a	DET
fcis-13998	60	6	watermarking	watermarking	NOUN
fcis-13998	60	7	technique	technique	NOUN
fcis-13998	60	8	for	for	ADP
fcis-13998	60	9	maintaining	maintain	VERB
fcis-13998	60	10	synchronization	synchronization	NOUN
fcis-13998	60	11	in	in	ADP
fcis-13998	60	12	multimedia	multimedia	NOUN
fcis-13998	60	13	content	content	NOUN
fcis-13998	60	14	.	.	PUNCT
fcis-13998	61	1	for	for	ADP
fcis-13998	61	2	example	example	NOUN
fcis-13998	61	3	,	,	PUNCT
fcis-13998	61	4	watermark	watermark	ADJ
fcis-13998	61	5	information	information	NOUN
fcis-13998	61	6	is	be	AUX
fcis-13998	61	7	embedded	embed	VERB
fcis-13998	61	8	in	in	ADP
fcis-13998	61	9	video	video	NOUN
fcis-13998	61	10	and	and	CCONJ
fcis-13998	61	11	audio	audio	NOUN
fcis-13998	61	12	at	at	ADP
fcis-13998	61	13	the	the	DET
fcis-13998	61	14	same	same	ADJ
fcis-13998	61	15	time	time	NOUN
fcis-13998	61	16	to	to	PART
fcis-13998	61	17	ensure	ensure	VERB
fcis-13998	61	18	timing	timing	NOUN
fcis-13998	61	19	synchronization	synchronization	NOUN
fcis-13998	61	20	between	between	ADP
fcis-13998	61	21	the	the	DET
fcis-13998	61	22	two	two	NUM
fcis-13998	61	23	.	.	PUNCT
fcis-13998	62	1	2.2	2.2	NUM
fcis-13998	62	2	.	.	PUNCT
fcis-13998	63	1	digital	digital	ADJ
fcis-13998	63	2	watermarking	watermarking	NOUN
fcis-13998	63	3	implementation	implementation	NOUN
fcis-13998	63	4	procedure	procedure	NOUN
fcis-13998	63	5	the	the	DET
fcis-13998	63	6	implementation	implementation	NOUN
fcis-13998	63	7	process	process	NOUN
fcis-13998	63	8	of	of	ADP
fcis-13998	63	9	digital	digital	ADJ
fcis-13998	63	10	watermarking	watermarking	NOUN
fcis-13998	63	11	is	be	AUX
fcis-13998	63	12	as	as	SCONJ
fcis-13998	63	13	follows	follow	VERB
fcis-13998	63	14	.	.	PUNCT
fcis-13998	64	1	(	(	PUNCT
fcis-13998	64	2	1	1	X
fcis-13998	64	3	)	)	PUNCT
fcis-13998	64	4	select	select	VERB
fcis-13998	64	5	the	the	DET
fcis-13998	64	6	type	type	NOUN
fcis-13998	64	7	of	of	ADP
fcis-13998	64	8	watermark	watermark	NOUN
fcis-13998	64	9	.	.	PUNCT
fcis-13998	65	1	select	select	VERB
fcis-13998	65	2	the	the	DET
fcis-13998	65	3	appropriate	appropriate	ADJ
fcis-13998	65	4	type	type	NOUN
fcis-13998	65	5	of	of	ADP
fcis-13998	65	6	digital	digital	ADJ
fcis-13998	65	7	watermark	watermark	NOUN
fcis-13998	65	8	according	accord	VERB
fcis-13998	65	9	to	to	ADP
fcis-13998	65	10	the	the	DET
fcis-13998	65	11	requirements	requirement	NOUN
fcis-13998	65	12	and	and	CCONJ
fcis-13998	65	13	application	application	NOUN
fcis-13998	65	14	scenarios	scenario	NOUN
fcis-13998	65	15	.	.	PUNCT
fcis-13998	66	1	common	common	ADJ
fcis-13998	66	2	types	type	NOUN
fcis-13998	66	3	of	of	ADP
fcis-13998	66	4	digital	digital	ADJ
fcis-13998	66	5	watermarking	watermarking	NOUN
fcis-13998	66	6	include	include	VERB
fcis-13998	66	7	visible	visible	ADJ
fcis-13998	66	8	watermarking	watermarking	NOUN
fcis-13998	66	9	,	,	PUNCT
fcis-13998	66	10	invisible	invisible	ADJ
fcis-13998	66	11	watermarking	watermarking	NOUN
fcis-13998	66	12	,	,	PUNCT
fcis-13998	66	13	blind	blind	ADJ
fcis-13998	66	14	watermarking	watermarking	NOUN
fcis-13998	66	15	and	and	CCONJ
fcis-13998	66	16	so	so	ADV
fcis-13998	66	17	on	on	ADV
fcis-13998	66	18	.	.	PUNCT
fcis-13998	67	1	(	(	PUNCT
fcis-13998	67	2	2	2	X
fcis-13998	67	3	)	)	PUNCT
fcis-13998	67	4	feature	feature	NOUN
fcis-13998	67	5	selection	selection	NOUN
fcis-13998	67	6	and	and	CCONJ
fcis-13998	67	7	extraction	extraction	NOUN
fcis-13998	67	8	.	.	PUNCT
fcis-13998	68	1	determine	determine	VERB
fcis-13998	68	2	the	the	DET
fcis-13998	68	3	watermark	watermark	NOUN
fcis-13998	68	4	information	information	NOUN
fcis-13998	68	5	to	to	PART
fcis-13998	68	6	be	be	AUX
fcis-13998	68	7	embedded	embed	VERB
fcis-13998	68	8	into	into	ADP
fcis-13998	68	9	the	the	DET
fcis-13998	68	10	original	original	ADJ
fcis-13998	68	11	image	image	NOUN
fcis-13998	68	12	,	,	PUNCT
fcis-13998	68	13	such	such	ADJ
fcis-13998	68	14	as	as	ADP
fcis-13998	68	15	text	text	NOUN
fcis-13998	68	16	,	,	PUNCT
fcis-13998	68	17	image	image	NOUN
fcis-13998	68	18	,	,	PUNCT
fcis-13998	68	19	binary	binary	PROPN
fcis-13998	68	20	code	code	PROPN
fcis-13998	68	21	,	,	PUNCT
fcis-13998	68	22	etc	etc	X
fcis-13998	68	23	.	.	X
fcis-13998	68	24	for	for	ADP
fcis-13998	68	25	invisible	invisible	ADJ
fcis-13998	68	26	watermarking	watermarking	NOUN
fcis-13998	68	27	,	,	PUNCT
fcis-13998	68	28	we	we	PRON
fcis-13998	68	29	usually	usually	ADV
fcis-13998	68	30	use	use	VERB
fcis-13998	68	31	image	image	NOUN
fcis-13998	68	32	processing	processing	NOUN
fcis-13998	68	33	or	or	CCONJ
fcis-13998	68	34	feature	feature	NOUN
fcis-13998	68	35	extraction	extraction	NOUN
fcis-13998	68	36	algorithms	algorithm	NOUN
fcis-13998	68	37	to	to	PART
fcis-13998	68	38	extract	extract	VERB
fcis-13998	68	39	the	the	DET
fcis-13998	68	40	features	feature	NOUN
fcis-13998	68	41	of	of	ADP
fcis-13998	68	42	the	the	DET
fcis-13998	68	43	original	original	ADJ
fcis-13998	68	44	image	image	NOUN
fcis-13998	68	45	.	.	PUNCT
fcis-13998	69	1	(	(	PUNCT
fcis-13998	69	2	3	3	X
fcis-13998	69	3	)	)	PUNCT
fcis-13998	69	4	embedding	embed	VERB
fcis-13998	69	5	watermark	watermark	NOUN
fcis-13998	69	6	.	.	PUNCT
fcis-13998	70	1	the	the	DET
fcis-13998	70	2	selected	select	VERB
fcis-13998	70	3	watermark	watermark	NOUN
fcis-13998	70	4	information	information	NOUN
fcis-13998	70	5	is	be	AUX
fcis-13998	70	6	embedded	embed	VERB
fcis-13998	70	7	into	into	ADP
fcis-13998	70	8	the	the	DET
fcis-13998	70	9	original	original	ADJ
fcis-13998	70	10	image	image	NOUN
fcis-13998	70	11	.	.	PUNCT
fcis-13998	71	1	there	there	PRON
fcis-13998	71	2	are	be	VERB
fcis-13998	71	3	many	many	ADJ
fcis-13998	71	4	specific	specific	ADJ
fcis-13998	71	5	embedding	embed	VERB
fcis-13998	71	6	methods	method	NOUN
fcis-13998	71	7	,	,	PUNCT
fcis-13998	71	8	such	such	ADJ
fcis-13998	71	9	as	as	ADP
fcis-13998	71	10	frequency	frequency	NOUN
fcis-13998	71	11	domain	domain	NOUN
fcis-13998	71	12	embedding	embed	VERB
fcis-13998	71	13	,	,	PUNCT
fcis-13998	71	14	spatial	spatial	ADJ
fcis-13998	71	15	domain	domain	NOUN
fcis-13998	71	16	embedding	embed	VERB
fcis-13998	71	17	,	,	PUNCT
fcis-13998	71	18	spread	spread	VERB
fcis-13998	71	19	spectrum	spectrum	NOUN
fcis-13998	71	20	embedding	embed	VERB
fcis-13998	71	21	and	and	CCONJ
fcis-13998	71	22	so	so	ADV
fcis-13998	71	23	on	on	ADV
fcis-13998	71	24	.	.	PUNCT
fcis-13998	72	1	the	the	DET
fcis-13998	72	2	embedding	embed	VERB
fcis-13998	72	3	process	process	NOUN
fcis-13998	72	4	needs	need	VERB
fcis-13998	72	5	to	to	PART
fcis-13998	72	6	pay	pay	VERB
fcis-13998	72	7	attention	attention	NOUN
fcis-13998	72	8	to	to	PART
fcis-13998	72	9	maintain	maintain	VERB
fcis-13998	72	10	the	the	DET
fcis-13998	72	11	quality	quality	NOUN
fcis-13998	72	12	and	and	CCONJ
fcis-13998	72	13	visibility	visibility	NOUN
fcis-13998	72	14	of	of	ADP
fcis-13998	72	15	the	the	DET
fcis-13998	72	16	image	image	NOUN
fcis-13998	72	17	,	,	PUNCT
fcis-13998	72	18	as	as	ADV
fcis-13998	72	19	well	well	ADV
fcis-13998	72	20	as	as	ADP
fcis-13998	72	21	the	the	DET
fcis-13998	72	22	appropriate	appropriate	ADJ
fcis-13998	72	23	encryption	encryption	NOUN
fcis-13998	72	24	protection	protection	NOUN
fcis-13998	72	25	of	of	ADP
fcis-13998	72	26	the	the	DET
fcis-13998	72	27	watermark	watermark	NOUN
fcis-13998	72	28	.	.	PUNCT
fcis-13998	73	1	(	(	PUNCT
fcis-13998	73	2	4	4	X
fcis-13998	73	3	)	)	PUNCT
fcis-13998	73	4	design	design	NOUN
fcis-13998	73	5	of	of	ADP
fcis-13998	73	6	detection	detection	NOUN
fcis-13998	73	7	algorithm	algorithm	NOUN
fcis-13998	73	8	.	.	PUNCT
fcis-13998	74	1	an	an	DET
fcis-13998	74	2	appropriate	appropriate	ADJ
fcis-13998	74	3	detection	detection	NOUN
fcis-13998	74	4	algorithm	algorithm	NOUN
fcis-13998	74	5	is	be	AUX
fcis-13998	74	6	designed	design	VERB
fcis-13998	74	7	to	to	PART
fcis-13998	74	8	extract	extract	VERB
fcis-13998	74	9	and	and	CCONJ
fcis-13998	74	10	verify	verify	VERB
fcis-13998	74	11	the	the	DET
fcis-13998	74	12	existence	existence	NOUN
fcis-13998	74	13	of	of	ADP
fcis-13998	74	14	the	the	DET
fcis-13998	74	15	watermark	watermark	NOUN
fcis-13998	74	16	.	.	PUNCT
fcis-13998	75	1	the	the	DET
fcis-13998	75	2	detection	detection	NOUN
fcis-13998	75	3	algorithm	algorithm	NOUN
fcis-13998	75	4	may	may	AUX
fcis-13998	75	5	be	be	AUX
fcis-13998	75	6	based	base	VERB
fcis-13998	75	7	on	on	ADP
fcis-13998	75	8	techniques	technique	NOUN
fcis-13998	75	9	such	such	ADJ
fcis-13998	75	10	as	as	ADP
fcis-13998	75	11	alignment	alignment	NOUN
fcis-13998	75	12	,	,	PUNCT
fcis-13998	75	13	feature	feature	NOUN
fcis-13998	75	14	extraction	extraction	NOUN
fcis-13998	75	15	,	,	PUNCT
fcis-13998	75	16	machine	machine	NOUN
fcis-13998	75	17	learning	learning	NOUN
fcis-13998	75	18	,	,	PUNCT
fcis-13998	75	19	and	and	CCONJ
fcis-13998	75	20	the	the	DET
fcis-13998	75	21	like	like	ADJ
fcis-13998	75	22	.	.	PUNCT
fcis-13998	76	1	the	the	DET
fcis-13998	76	2	design	design	NOUN
fcis-13998	76	3	goal	goal	NOUN
fcis-13998	76	4	of	of	ADP
fcis-13998	76	5	the	the	DET
fcis-13998	76	6	detection	detection	NOUN
fcis-13998	76	7	algorithm	algorithm	NOUN
fcis-13998	76	8	is	be	AUX
fcis-13998	76	9	to	to	PART
fcis-13998	76	10	judge	judge	VERB
fcis-13998	76	11	the	the	DET
fcis-13998	76	12	existence	existence	NOUN
fcis-13998	76	13	of	of	ADP
fcis-13998	76	14	the	the	DET
fcis-13998	76	15	watermark	watermark	NOUN
fcis-13998	76	16	as	as	ADV
fcis-13998	76	17	accurately	accurately	ADV
fcis-13998	76	18	as	as	ADP
fcis-13998	76	19	possible	possible	ADJ
fcis-13998	76	20	,	,	PUNCT
fcis-13998	76	21	and	and	CCONJ
fcis-13998	76	22	to	to	PART
fcis-13998	76	23	deal	deal	VERB
fcis-13998	76	24	with	with	ADP
fcis-13998	76	25	attacks	attack	NOUN
fcis-13998	76	26	such	such	ADJ
fcis-13998	76	27	as	as	ADP
fcis-13998	76	28	depth	depth	NOUN
fcis-13998	76	29	forgery	forgery	NOUN
fcis-13998	76	30	robustly	robustly	ADV
fcis-13998	76	31	.	.	PUNCT
fcis-13998	77	1	and	and	CCONJ
fcis-13998	77	2	(	(	PUNCT
fcis-13998	77	3	5	5	X
fcis-13998	77	4	)	)	PUNCT
fcis-13998	77	5	extract	extract	NOUN
fcis-13998	77	6	and	and	CCONJ
fcis-13998	77	7	verifying	verify	VERB
fcis-13998	77	8	that	that	DET
fcis-13998	77	9	watermark	watermark	NOUN
fcis-13998	77	10	.	.	PUNCT
fcis-13998	78	1	watermark	watermark	NOUN
fcis-13998	78	2	is	be	AUX
fcis-13998	78	3	extracted	extract	VERB
fcis-13998	78	4	and	and	CCONJ
fcis-13998	78	5	verified	verify	VERB
fcis-13998	78	6	from	from	ADP
fcis-13998	78	7	the	the	DET
fcis-13998	78	8	watermarked	watermarke	VERB
fcis-13998	78	9	image	image	NOUN
fcis-13998	78	10	.	.	PUNCT
fcis-13998	79	1	in	in	ADP
fcis-13998	79	2	the	the	DET
fcis-13998	79	3	extraction	extraction	NOUN
fcis-13998	79	4	process	process	NOUN
fcis-13998	79	5	,	,	PUNCT
fcis-13998	79	6	the	the	DET
fcis-13998	79	7	watermark	watermark	NOUN
fcis-13998	79	8	information	information	NOUN
fcis-13998	79	9	is	be	AUX
fcis-13998	79	10	extracted	extract	VERB
fcis-13998	79	11	by	by	ADP
fcis-13998	79	12	reverse	reverse	ADJ
fcis-13998	79	13	processing	processing	NOUN
fcis-13998	79	14	of	of	ADP
fcis-13998	79	15	the	the	DET
fcis-13998	79	16	image	image	NOUN
fcis-13998	79	17	according	accord	VERB
fcis-13998	79	18	to	to	ADP
fcis-13998	79	19	the	the	DET
fcis-13998	79	20	embedding	embed	VERB
fcis-13998	79	21	algorithm	algorithm	NOUN
fcis-13998	79	22	and	and	CCONJ
fcis-13998	79	23	the	the	DET
fcis-13998	79	24	key	key	NOUN
fcis-13998	79	25	.	.	PUNCT
fcis-13998	80	1	the	the	DET
fcis-13998	80	2	verification	verification	NOUN
fcis-13998	80	3	process	process	NOUN
fcis-13998	80	4	can	can	AUX
fcis-13998	80	5	be	be	AUX
fcis-13998	80	6	judged	judge	VERB
fcis-13998	80	7	by	by	ADP
fcis-13998	80	8	comparing	compare	VERB
fcis-13998	80	9	the	the	DET
fcis-13998	80	10	extracted	extract	VERB
fcis-13998	80	11	watermark	watermark	NOUN
fcis-13998	80	12	information	information	NOUN
fcis-13998	80	13	with	with	ADP
fcis-13998	80	14	the	the	DET
fcis-13998	80	15	expected	expect	VERB
fcis-13998	80	16	watermark	watermark	NOUN
fcis-13998	80	17	information	information	NOUN
fcis-13998	80	18	,	,	PUNCT
fcis-13998	80	19	or	or	CCONJ
fcis-13998	80	20	analyzed	analyze	VERB
fcis-13998	80	21	by	by	ADP
fcis-13998	80	22	feature	feature	NOUN
fcis-13998	80	23	extraction	extraction	NOUN
fcis-13998	80	24	and	and	CCONJ
fcis-13998	80	25	other	other	ADJ
fcis-13998	80	26	methods	method	NOUN
fcis-13998	80	27	.	.	PUNCT
fcis-13998	81	1	(	(	PUNCT
fcis-13998	81	2	6	6	NUM
fcis-13998	81	3	)	)	PUNCT
fcis-13998	81	4	optimization	optimization	NOUN
fcis-13998	81	5	and	and	CCONJ
fcis-13998	81	6	adjustment	adjustment	NOUN
fcis-13998	81	7	.	.	PUNCT
fcis-13998	82	1	according	accord	VERB
fcis-13998	82	2	to	to	ADP
fcis-13998	82	3	the	the	DET
fcis-13998	82	4	actual	actual	ADJ
fcis-13998	82	5	application	application	NOUN
fcis-13998	82	6	requirements	requirement	NOUN
fcis-13998	82	7	and	and	CCONJ
fcis-13998	82	8	effects	effect	NOUN
fcis-13998	82	9	,	,	PUNCT
fcis-13998	82	10	the	the	DET
fcis-13998	82	11	digital	digital	ADJ
fcis-13998	82	12	watermarking	watermarking	NOUN
fcis-13998	82	13	scheme	scheme	NOUN
fcis-13998	82	14	is	be	AUX
fcis-13998	82	15	optimized	optimize	VERB
fcis-13998	82	16	and	and	CCONJ
fcis-13998	82	17	adjusted	adjust	VERB
fcis-13998	82	18	.	.	PUNCT
fcis-13998	83	1	this	this	PRON
fcis-13998	83	2	may	may	AUX
fcis-13998	83	3	involve	involve	VERB
fcis-13998	83	4	the	the	DET
fcis-13998	83	5	adjustment	adjustment	NOUN
fcis-13998	83	6	of	of	ADP
fcis-13998	83	7	parameters	parameter	NOUN
fcis-13998	83	8	,	,	PUNCT
fcis-13998	83	9	the	the	DET
fcis-13998	83	10	improvement	improvement	NOUN
fcis-13998	83	11	of	of	ADP
fcis-13998	83	12	algorithms	algorithm	NOUN
fcis-13998	83	13	,	,	PUNCT
fcis-13998	83	14	the	the	DET
fcis-13998	83	15	enhancement	enhancement	NOUN
fcis-13998	83	16	of	of	ADP
fcis-13998	83	17	encryption	encryption	NOUN
fcis-13998	83	18	protection	protection	NOUN
fcis-13998	83	19	,	,	PUNCT
fcis-13998	83	20	etc	etc	X
fcis-13998	83	21	.	.	X
fcis-13998	83	22	2.3	2.3	NUM
fcis-13998	83	23	.	.	PUNCT
fcis-13998	83	24	embedding	embed	VERB
fcis-13998	83	25	and	and	CCONJ
fcis-13998	83	26	extracting	extract	VERB
fcis-13998	83	27	algorithm	algorithm	NOUN
fcis-13998	83	28	of	of	ADP
fcis-13998	83	29	digital	digital	ADJ
fcis-13998	83	30	watermark	watermark	NOUN
fcis-13998	83	31	the	the	DET
fcis-13998	83	32	specific	specific	ADJ
fcis-13998	83	33	implementation	implementation	NOUN
fcis-13998	83	34	process	process	NOUN
fcis-13998	83	35	of	of	ADP
fcis-13998	83	36	the	the	DET
fcis-13998	83	37	digital	digital	ADJ
fcis-13998	83	38	watermarking	watermarking	NOUN
fcis-13998	83	39	embedding	embed	VERB
fcis-13998	83	40	algorithm	algorithm	NOUN
fcis-13998	83	41	is	be	AUX
fcis-13998	83	42	as	as	SCONJ
fcis-13998	83	43	follows	follow	VERB
fcis-13998	83	44	.	.	PUNCT
fcis-13998	84	1	(	(	PUNCT
fcis-13998	84	2	1	1	X
fcis-13998	84	3	)	)	PUNCT
fcis-13998	84	4	the	the	DET
fcis-13998	84	5	original	original	ADJ
fcis-13998	84	6	media	medium	NOUN
fcis-13998	84	7	data	datum	NOUN
fcis-13998	84	8	is	be	AUX
fcis-13998	84	9	transformed	transform	VERB
fcis-13998	84	10	into	into	ADP
fcis-13998	84	11	a	a	DET
fcis-13998	84	12	mathematical	mathematical	ADJ
fcis-13998	84	13	transform	transform	NOUN
fcis-13998	84	14	domain	domain	NOUN
fcis-13998	84	15	,	,	PUNCT
fcis-13998	84	16	such	such	ADJ
fcis-13998	84	17	as	as	ADP
fcis-13998	84	18	fourier	fourier	NOUN
fcis-13998	84	19	transform	transform	NOUN
fcis-13998	84	20	,	,	PUNCT
fcis-13998	84	21	wavelet	wavelet	NOUN
fcis-13998	84	22	transform	transform	NOUN
fcis-13998	84	23	and	and	CCONJ
fcis-13998	84	24	so	so	ADV
fcis-13998	84	25	on	on	ADV
fcis-13998	84	26	.	.	PUNCT
fcis-13998	85	1	(	(	PUNCT
fcis-13998	85	2	2	2	X
fcis-13998	85	3	)	)	PUNCT
fcis-13998	85	4	selecte	selecte	NOUN
fcis-13998	85	5	that	that	PRON
fcis-13998	85	6	watermark	watermark	VERB
fcis-13998	85	7	information	information	NOUN
fcis-13998	85	8	,	,	PUNCT
fcis-13998	85	9	namely	namely	ADV
fcis-13998	85	10	selecting	select	VERB
fcis-13998	85	11	a	a	DET
fcis-13998	85	12	part	part	NOUN
fcis-13998	85	13	from	from	ADP
fcis-13998	85	14	the	the	DET
fcis-13998	85	15	target	target	NOUN
fcis-13998	85	16	watermark	watermark	NOUN
fcis-13998	85	17	information	information	NOUN
fcis-13998	85	18	,	,	PUNCT
fcis-13998	85	19	such	such	ADJ
fcis-13998	85	20	as	as	ADP
fcis-13998	85	21	a	a	DET
fcis-13998	85	22	paragraph	paragraph	NOUN
fcis-13998	85	23	of	of	ADP
fcis-13998	85	24	text	text	NOUN
fcis-13998	85	25	,	,	PUNCT
fcis-13998	85	26	a	a	DET
fcis-13998	85	27	numb	numb	NOUN
fcis-13998	85	28	or	or	CCONJ
fcis-13998	85	29	a	a	DET
fcis-13998	85	30	picture	picture	NOUN
fcis-13998	85	31	.	.	PUNCT
fcis-13998	86	1	(	(	PUNCT
fcis-13998	86	2	3	3	X
fcis-13998	86	3	)	)	PUNCT
fcis-13998	86	4	processing	process	VERB
fcis-13998	86	5	102	102	NUM
fcis-13998	86	6	the	the	DET
fcis-13998	86	7	watermark	watermark	NOUN
fcis-13998	86	8	information	information	NOUN
fcis-13998	86	9	,	,	PUNCT
fcis-13998	86	10	namely	namely	ADV
fcis-13998	86	11	encrypting	encrypt	VERB
fcis-13998	86	12	the	the	DET
fcis-13998	86	13	watermark	watermark	NOUN
fcis-13998	86	14	information	information	NOUN
fcis-13998	86	15	,	,	PUNCT
fcis-13998	86	16	scrambling	scramble	VERB
fcis-13998	86	17	the	the	DET
fcis-13998	86	18	watermark	watermark	NOUN
fcis-13998	86	19	information	information	NOUN
fcis-13998	86	20	and	and	CCONJ
fcis-13998	86	21	the	the	DET
fcis-13998	86	22	like	like	ADJ
fcis-13998	86	23	to	to	PART
fcis-13998	86	24	enhance	enhance	VERB
fcis-13998	86	25	the	the	DET
fcis-13998	86	26	security	security	NOUN
fcis-13998	86	27	of	of	ADP
fcis-13998	86	28	the	the	DET
fcis-13998	86	29	digital	digital	ADJ
fcis-13998	86	30	watermark	watermark	NOUN
fcis-13998	86	31	.	.	PUNCT
fcis-13998	87	1	(	(	PUNCT
fcis-13998	87	2	4	4	X
fcis-13998	87	3	)	)	PUNCT
fcis-13998	87	4	embedding	embed	VERB
fcis-13998	87	5	the	the	DET
fcis-13998	87	6	encrypted	encrypt	VERB
fcis-13998	87	7	watermark	watermark	NOUN
fcis-13998	87	8	information	information	NOUN
fcis-13998	87	9	into	into	ADP
fcis-13998	87	10	the	the	DET
fcis-13998	87	11	media	medium	NOUN
fcis-13998	87	12	data	datum	NOUN
fcis-13998	87	13	:	:	PUNCT
fcis-13998	87	14	embedding	embed	VERB
fcis-13998	87	15	the	the	DET
fcis-13998	87	16	encrypted	encrypt	VERB
fcis-13998	87	17	watermark	watermark	NOUN
fcis-13998	87	18	information	information	NOUN
fcis-13998	87	19	into	into	ADP
fcis-13998	87	20	the	the	DET
fcis-13998	87	21	media	medium	NOUN
fcis-13998	87	22	data	datum	NOUN
fcis-13998	87	23	by	by	ADP
fcis-13998	87	24	changing	change	VERB
fcis-13998	87	25	some	some	DET
fcis-13998	87	26	specific	specific	ADJ
fcis-13998	87	27	positions	position	NOUN
fcis-13998	87	28	of	of	ADP
fcis-13998	87	29	the	the	DET
fcis-13998	87	30	media	medium	NOUN
fcis-13998	87	31	data	datum	NOUN
fcis-13998	87	32	,	,	PUNCT
fcis-13998	87	33	such	such	ADJ
fcis-13998	87	34	as	as	ADP
fcis-13998	87	35	modifying	modify	VERB
fcis-13998	87	36	the	the	DET
fcis-13998	87	37	least	least	ADV
fcis-13998	87	38	significant	significant	ADJ
fcis-13998	87	39	bit	bit	NOUN
fcis-13998	87	40	in	in	ADP
fcis-13998	87	41	the	the	DET
fcis-13998	87	42	pixel	pixel	PROPN
fcis-13998	87	43	value	value	NOUN
fcis-13998	87	44	.	.	PUNCT
fcis-13998	88	1	(	(	PUNCT
fcis-13998	88	2	5	5	X
fcis-13998	88	3	)	)	PUNCT
fcis-13998	88	4	performing	perform	VERB
fcis-13998	88	5	inverse	inverse	ADJ
fcis-13998	88	6	transformation	transformation	NOUN
fcis-13998	88	7	on	on	ADP
fcis-13998	88	8	the	the	DET
fcis-13998	88	9	embedded	embed	VERB
fcis-13998	88	10	media	medium	NOUN
fcis-13998	88	11	data	datum	NOUN
fcis-13998	88	12	,	,	PUNCT
fcis-13998	88	13	namely	namely	ADV
fcis-13998	88	14	re	re	VERB
fcis-13998	88	15	-	-	VERB
fcis-13998	88	16	converting	convert	VERB
fcis-13998	88	17	the	the	DET
fcis-13998	88	18	embedded	embed	VERB
fcis-13998	88	19	media	medium	NOUN
fcis-13998	88	20	data	datum	NOUN
fcis-13998	88	21	into	into	ADP
fcis-13998	88	22	original	original	ADJ
fcis-13998	88	23	media	medium	NOUN
fcis-13998	88	24	data	datum	NOUN
fcis-13998	88	25	to	to	PART
fcis-13998	88	26	complete	complete	VERB
fcis-13998	88	27	the	the	DET
fcis-13998	88	28	embedding	embed	VERB
fcis-13998	88	29	process	process	NOUN
fcis-13998	88	30	of	of	ADP
fcis-13998	88	31	the	the	DET
fcis-13998	88	32	digital	digital	ADJ
fcis-13998	88	33	watermark	watermark	NOUN
fcis-13998	88	34	.	.	PUNCT
fcis-13998	89	1	figure	figure	NOUN
fcis-13998	89	2	2	2	NUM
fcis-13998	89	3	.	.	PUNCT
fcis-13998	90	1	digital	digital	ADJ
fcis-13998	90	2	watermark	watermark	NOUN
fcis-13998	90	3	embedding	embed	VERB
fcis-13998	90	4	process	process	NOUN
fcis-13998	90	5	the	the	DET
fcis-13998	90	6	specific	specific	ADJ
fcis-13998	90	7	implementation	implementation	NOUN
fcis-13998	90	8	process	process	NOUN
fcis-13998	90	9	of	of	ADP
fcis-13998	90	10	the	the	DET
fcis-13998	90	11	digital	digital	ADJ
fcis-13998	90	12	watermarking	watermarking	NOUN
fcis-13998	90	13	extraction	extraction	NOUN
fcis-13998	90	14	algorithm	algorithm	NOUN
fcis-13998	90	15	is	be	AUX
fcis-13998	90	16	as	as	SCONJ
fcis-13998	90	17	follows	follow	VERB
fcis-13998	90	18	:	:	PUNCT
fcis-13998	90	19	(	(	PUNCT
fcis-13998	90	20	1	1	X
fcis-13998	90	21	)	)	PUNCT
fcis-13998	90	22	transform	transform	VERB
fcis-13998	90	23	the	the	DET
fcis-13998	90	24	media	medium	NOUN
fcis-13998	90	25	data	datum	NOUN
fcis-13998	90	26	:	:	PUNCT
fcis-13998	90	27	convert	convert	VERB
fcis-13998	90	28	the	the	DET
fcis-13998	90	29	media	media	NOUN
fcis-13998	90	30	data	datum	NOUN
fcis-13998	90	31	into	into	ADP
fcis-13998	90	32	the	the	DET
fcis-13998	90	33	same	same	ADJ
fcis-13998	90	34	mathematical	mathematical	ADJ
fcis-13998	90	35	transform	transform	NOUN
fcis-13998	90	36	domain	domain	NOUN
fcis-13998	90	37	as	as	ADP
fcis-13998	90	38	the	the	DET
fcis-13998	90	39	embedding	embed	VERB
fcis-13998	90	40	.	.	PUNCT
fcis-13998	91	1	(	(	PUNCT
fcis-13998	91	2	2	2	X
fcis-13998	91	3	)	)	PUNCT
fcis-13998	91	4	positioning	position	VERB
fcis-13998	91	5	the	the	DET
fcis-13998	91	6	position	position	NOUN
fcis-13998	91	7	of	of	ADP
fcis-13998	91	8	the	the	DET
fcis-13998	91	9	watermark	watermark	NOUN
fcis-13998	91	10	information	information	NOUN
fcis-13998	91	11	according	accord	VERB
fcis-13998	91	12	to	to	ADP
fcis-13998	91	13	the	the	DET
fcis-13998	91	14	rule	rule	NOUN
fcis-13998	91	15	used	use	VERB
fcis-13998	91	16	during	during	ADP
fcis-13998	91	17	embedding	embed	VERB
fcis-13998	91	18	.	.	PUNCT
fcis-13998	92	1	(	(	PUNCT
fcis-13998	92	2	3	3	X
fcis-13998	92	3	)	)	PUNCT
fcis-13998	92	4	extracting	extract	VERB
fcis-13998	92	5	the	the	DET
fcis-13998	92	6	watermark	watermark	NOUN
fcis-13998	92	7	information	information	NOUN
fcis-13998	92	8	,	,	PUNCT
fcis-13998	92	9	namely	namely	ADV
fcis-13998	92	10	extracting	extract	VERB
fcis-13998	92	11	the	the	DET
fcis-13998	92	12	encrypted	encrypt	VERB
fcis-13998	92	13	watermark	watermark	NOUN
fcis-13998	92	14	information	information	NOUN
fcis-13998	92	15	from	from	ADP
fcis-13998	92	16	a	a	DET
fcis-13998	92	17	specific	specific	ADJ
fcis-13998	92	18	position	position	NOUN
fcis-13998	92	19	of	of	ADP
fcis-13998	92	20	the	the	DET
fcis-13998	92	21	media	medium	NOUN
fcis-13998	92	22	data	datum	NOUN
fcis-13998	92	23	.	.	PUNCT
fcis-13998	93	1	(	(	PUNCT
fcis-13998	93	2	4	4	X
fcis-13998	93	3	)	)	PUNCT
fcis-13998	93	4	carrying	carry	VERB
fcis-13998	93	5	out	out	ADP
fcis-13998	93	6	operations	operation	NOUN
fcis-13998	93	7	such	such	ADJ
fcis-13998	93	8	as	as	ADP
fcis-13998	93	9	decryption	decryption	NOUN
fcis-13998	93	10	and	and	CCONJ
fcis-13998	93	11	disorder	disorder	NOUN
fcis-13998	93	12	on	on	ADP
fcis-13998	93	13	the	the	DET
fcis-13998	93	14	extracted	extract	VERB
fcis-13998	93	15	watermark	watermark	NOUN
fcis-13998	93	16	information	information	NOUN
fcis-13998	93	17	to	to	PART
fcis-13998	93	18	obtain	obtain	VERB
fcis-13998	93	19	the	the	DET
fcis-13998	93	20	original	original	ADJ
fcis-13998	93	21	watermark	watermark	NOUN
fcis-13998	93	22	information	information	NOUN
fcis-13998	93	23	.	.	PUNCT
fcis-13998	94	1	(	(	PUNCT
fcis-13998	94	2	5	5	X
fcis-13998	94	3	)	)	PUNCT
fcis-13998	94	4	judging	judge	VERB
fcis-13998	94	5	whether	whether	SCONJ
fcis-13998	94	6	the	the	DET
fcis-13998	94	7	media	medium	NOUN
fcis-13998	94	8	data	datum	NOUN
fcis-13998	94	9	is	be	AUX
fcis-13998	94	10	tampered	tamper	VERB
fcis-13998	94	11	or	or	CCONJ
fcis-13998	94	12	forged	forge	VERB
fcis-13998	94	13	according	accord	VERB
fcis-13998	94	14	to	to	ADP
fcis-13998	94	15	the	the	DET
fcis-13998	94	16	decrypted	decrypt	VERB
fcis-13998	94	17	watermark	watermark	NOUN
fcis-13998	94	18	information	information	NOUN
fcis-13998	94	19	,	,	PUNCT
fcis-13998	94	20	and	and	CCONJ
fcis-13998	94	21	completing	complete	VERB
fcis-13998	94	22	corresponding	correspond	VERB
fcis-13998	94	23	functions	function	NOUN
fcis-13998	94	24	such	such	ADJ
fcis-13998	94	25	as	as	ADP
fcis-13998	94	26	authentication	authentication	NOUN
fcis-13998	94	27	,	,	PUNCT
fcis-13998	94	28	protection	protection	NOUN
fcis-13998	94	29	,	,	PUNCT
fcis-13998	94	30	detection	detection	NOUN
fcis-13998	94	31	and	and	CCONJ
fcis-13998	94	32	the	the	DET
fcis-13998	94	33	like	like	ADJ
fcis-13998	94	34	.	.	PUNCT
fcis-13998	95	1	figure	figure	NOUN
fcis-13998	95	2	3	3	NUM
fcis-13998	95	3	.	.	PUNCT
fcis-13998	95	4	digital	digital	ADJ
fcis-13998	95	5	watermark	watermark	NOUN
fcis-13998	95	6	extraction	extraction	NOUN
fcis-13998	95	7	process	process	NOUN
fcis-13998	95	8	2.4	2.4	NUM
fcis-13998	95	9	.	.	PUNCT
fcis-13998	96	1	advantages	advantage	NOUN
fcis-13998	96	2	and	and	CCONJ
fcis-13998	96	3	disadvantages	disadvantage	NOUN
fcis-13998	96	4	of	of	ADP
fcis-13998	96	5	digital	digital	ADJ
fcis-13998	96	6	watermarking	watermarking	NOUN
fcis-13998	96	7	advantages	advantage	NOUN
fcis-13998	96	8	of	of	ADP
fcis-13998	96	9	digital	digital	ADJ
fcis-13998	96	10	watermarking	watermarking	NOUN
fcis-13998	96	11	technology	technology	NOUN
fcis-13998	96	12	.	.	PUNCT
fcis-13998	97	1	(	(	PUNCT
fcis-13998	97	2	1	1	X
fcis-13998	97	3	)	)	PUNCT
fcis-13998	97	4	identity	identity	NOUN
fcis-13998	97	5	authentication	authentication	NOUN
fcis-13998	97	6	and	and	CCONJ
fcis-13998	97	7	traceability	traceability	NOUN
fcis-13998	97	8	.	.	PUNCT
fcis-13998	98	1	digital	digital	ADJ
fcis-13998	98	2	watermarking	watermarking	NOUN
fcis-13998	98	3	technology	technology	NOUN
fcis-13998	98	4	can	can	AUX
fcis-13998	98	5	provide	provide	VERB
fcis-13998	98	6	identity	identity	NOUN
fcis-13998	98	7	authentication	authentication	NOUN
fcis-13998	98	8	and	and	CCONJ
fcis-13998	98	9	traceability	traceability	NOUN
fcis-13998	98	10	for	for	ADP
fcis-13998	98	11	deeply	deeply	ADV
fcis-13998	98	12	synthesized	synthesize	VERB
fcis-13998	98	13	digital	digital	ADJ
fcis-13998	98	14	media	medium	NOUN
fcis-13998	98	15	,	,	PUNCT
fcis-13998	98	16	so	so	SCONJ
fcis-13998	98	17	that	that	SCONJ
fcis-13998	98	18	the	the	DET
fcis-13998	98	19	true	true	ADJ
fcis-13998	98	20	source	source	NOUN
fcis-13998	98	21	of	of	ADP
fcis-13998	98	22	the	the	DET
fcis-13998	98	23	media	medium	NOUN
fcis-13998	98	24	can	can	AUX
fcis-13998	98	25	be	be	AUX
fcis-13998	98	26	confirmed	confirm	VERB
fcis-13998	98	27	,	,	PUNCT
fcis-13998	98	28	which	which	PRON
fcis-13998	98	29	is	be	AUX
fcis-13998	98	30	helpful	helpful	ADJ
fcis-13998	98	31	to	to	PART
fcis-13998	98	32	maintain	maintain	VERB
fcis-13998	98	33	intellectual	intellectual	ADJ
fcis-13998	98	34	property	property	NOUN
fcis-13998	98	35	rights	right	NOUN
fcis-13998	98	36	and	and	CCONJ
fcis-13998	98	37	copyright	copyright	NOUN
fcis-13998	98	38	protection	protection	NOUN
fcis-13998	98	39	.	.	PUNCT
fcis-13998	99	1	(	(	PUNCT
fcis-13998	99	2	2	2	NUM
fcis-13998	99	3	)	)	PUNCT
fcis-13998	99	4	concealment	concealment	NOUN
fcis-13998	99	5	.	.	PUNCT
fcis-13998	100	1	the	the	DET
fcis-13998	100	2	embedding	embedding	NOUN
fcis-13998	100	3	of	of	ADP
fcis-13998	100	4	digital	digital	ADJ
fcis-13998	100	5	watermark	watermark	NOUN
fcis-13998	100	6	can	can	AUX
fcis-13998	100	7	be	be	AUX
fcis-13998	100	8	carried	carry	VERB
fcis-13998	100	9	out	out	ADP
fcis-13998	100	10	without	without	ADP
fcis-13998	100	11	affecting	affect	VERB
fcis-13998	100	12	the	the	DET
fcis-13998	100	13	perception	perception	NOUN
fcis-13998	100	14	of	of	ADP
fcis-13998	100	15	human	human	ADJ
fcis-13998	100	16	eyes	eye	NOUN
fcis-13998	100	17	,	,	PUNCT
fcis-13998	100	18	maintaining	maintain	VERB
fcis-13998	100	19	the	the	DET
fcis-13998	100	20	visual	visual	ADJ
fcis-13998	100	21	quality	quality	NOUN
fcis-13998	100	22	of	of	ADP
fcis-13998	100	23	the	the	DET
fcis-13998	100	24	media	medium	NOUN
fcis-13998	100	25	,	,	PUNCT
fcis-13998	100	26	while	while	SCONJ
fcis-13998	100	27	providing	provide	VERB
fcis-13998	100	28	a	a	DET
fcis-13998	100	29	covert	covert	ADJ
fcis-13998	100	30	way	way	NOUN
fcis-13998	100	31	to	to	PART
fcis-13998	100	32	protect	protect	VERB
fcis-13998	100	33	the	the	DET
fcis-13998	100	34	media	medium	NOUN
fcis-13998	100	35	content	content	NOUN
fcis-13998	100	36	.	.	PUNCT
fcis-13998	101	1	(	(	PUNCT
fcis-13998	101	2	3	3	X
fcis-13998	101	3	)	)	PUNCT
fcis-13998	101	4	enhance	enhance	VERB
fcis-13998	101	5	the	the	DET
fcis-13998	101	6	authentication	authentication	NOUN
fcis-13998	101	7	ability	ability	NOUN
fcis-13998	101	8	.	.	PUNCT
fcis-13998	102	1	digital	digital	ADJ
fcis-13998	102	2	watermarking	watermarking	NOUN
fcis-13998	102	3	technology	technology	NOUN
fcis-13998	102	4	can	can	AUX
fcis-13998	102	5	enhance	enhance	VERB
fcis-13998	102	6	the	the	DET
fcis-13998	102	7	authentication	authentication	NOUN
fcis-13998	102	8	ability	ability	NOUN
fcis-13998	102	9	of	of	ADP
fcis-13998	102	10	the	the	DET
fcis-13998	102	11	media	medium	NOUN
fcis-13998	102	12	to	to	ADP
fcis-13998	102	13	a	a	DET
fcis-13998	102	14	certain	certain	ADJ
fcis-13998	102	15	extent	extent	NOUN
fcis-13998	102	16	,	,	PUNCT
fcis-13998	102	17	so	so	SCONJ
fcis-13998	102	18	that	that	SCONJ
fcis-13998	102	19	people	people	NOUN
fcis-13998	102	20	can	can	AUX
fcis-13998	102	21	verify	verify	VERB
fcis-13998	102	22	the	the	DET
fcis-13998	102	23	authenticity	authenticity	NOUN
fcis-13998	102	24	of	of	ADP
fcis-13998	102	25	the	the	DET
fcis-13998	102	26	media	medium	NOUN
fcis-13998	102	27	through	through	ADP
fcis-13998	102	28	specific	specific	ADJ
fcis-13998	102	29	technical	technical	ADJ
fcis-13998	102	30	means	mean	NOUN
fcis-13998	102	31	,	,	PUNCT
fcis-13998	102	32	which	which	PRON
fcis-13998	102	33	is	be	AUX
fcis-13998	102	34	helpful	helpful	ADJ
fcis-13998	102	35	to	to	PART
fcis-13998	102	36	prevent	prevent	VERB
fcis-13998	102	37	forgery	forgery	NOUN
fcis-13998	102	38	and	and	CCONJ
fcis-13998	102	39	tampering	tampering	NOUN
fcis-13998	102	40	.	.	PUNCT
fcis-13998	103	1	disadvantages	disadvantage	NOUN
fcis-13998	103	2	of	of	ADP
fcis-13998	103	3	digital	digital	ADJ
fcis-13998	103	4	watermarking	watermarking	NOUN
fcis-13998	103	5	technology	technology	NOUN
fcis-13998	103	6	.	.	PUNCT
fcis-13998	104	1	(	(	PUNCT
fcis-13998	104	2	1	1	X
fcis-13998	104	3	)	)	PUNCT
fcis-13998	104	4	capacity	capacity	NOUN
fcis-13998	104	5	limitation	limitation	NOUN
fcis-13998	104	6	.	.	PUNCT
fcis-13998	105	1	digital	digital	ADJ
fcis-13998	105	2	watermarking	watermarking	NOUN
fcis-13998	105	3	technology	technology	NOUN
fcis-13998	105	4	has	have	VERB
fcis-13998	105	5	certain	certain	ADJ
fcis-13998	105	6	limitations	limitation	NOUN
fcis-13998	105	7	on	on	ADP
fcis-13998	105	8	the	the	DET
fcis-13998	105	9	capacity	capacity	NOUN
fcis-13998	105	10	of	of	ADP
fcis-13998	105	11	embedded	embed	VERB
fcis-13998	105	12	information	information	NOUN
fcis-13998	105	13	,	,	PUNCT
fcis-13998	105	14	which	which	PRON
fcis-13998	105	15	may	may	AUX
fcis-13998	105	16	not	not	PART
fcis-13998	105	17	be	be	AUX
fcis-13998	105	18	able	able	ADJ
fcis-13998	105	19	to	to	PART
fcis-13998	105	20	meet	meet	VERB
fcis-13998	105	21	the	the	DET
fcis-13998	105	22	needs	need	NOUN
fcis-13998	105	23	of	of	ADP
fcis-13998	105	24	large	large	ADJ
fcis-13998	105	25	-	-	PUNCT
fcis-13998	105	26	scale	scale	NOUN
fcis-13998	105	27	data	datum	NOUN
fcis-13998	105	28	,	,	PUNCT
fcis-13998	105	29	especially	especially	ADV
fcis-13998	105	30	for	for	ADP
fcis-13998	105	31	high	high	ADJ
fcis-13998	105	32	-	-	PUNCT
fcis-13998	105	33	resolution	resolution	NOUN
fcis-13998	105	34	images	image	NOUN
fcis-13998	105	35	and	and	CCONJ
fcis-13998	105	36	videos	video	NOUN
fcis-13998	105	37	.	.	PUNCT
fcis-13998	106	1	(	(	PUNCT
fcis-13998	106	2	2	2	X
fcis-13998	106	3	)	)	PUNCT
fcis-13998	106	4	robustness	robustness	NOUN
fcis-13998	106	5	challenge	challenge	NOUN
fcis-13998	106	6	.	.	PUNCT
fcis-13998	107	1	some	some	DET
fcis-13998	107	2	digital	digital	ADJ
fcis-13998	107	3	watermarking	watermarking	NOUN
fcis-13998	107	4	technologies	technology	NOUN
fcis-13998	107	5	may	may	AUX
fcis-13998	107	6	have	have	VERB
fcis-13998	107	7	poor	poor	ADJ
fcis-13998	107	8	robustness	robustness	NOUN
fcis-13998	107	9	to	to	PART
fcis-13998	107	10	compression	compression	NOUN
fcis-13998	107	11	,	,	PUNCT
fcis-13998	107	12	cropping	cropping	NOUN
fcis-13998	107	13	and	and	CCONJ
fcis-13998	107	14	other	other	ADJ
fcis-13998	107	15	operations	operation	NOUN
fcis-13998	107	16	,	,	PUNCT
fcis-13998	107	17	resulting	result	VERB
fcis-13998	107	18	in	in	ADP
fcis-13998	107	19	the	the	DET
fcis-13998	107	20	vulnerability	vulnerability	NOUN
fcis-13998	107	21	of	of	ADP
fcis-13998	107	22	embedded	embed	VERB
fcis-13998	107	23	watermarks	watermark	NOUN
fcis-13998	107	24	and	and	CCONJ
fcis-13998	107	25	reducing	reduce	VERB
fcis-13998	107	26	their	their	PRON
fcis-13998	107	27	reliability	reliability	NOUN
fcis-13998	107	28	.	.	PUNCT
fcis-13998	108	1	(	(	PUNCT
fcis-13998	108	2	3	3	X
fcis-13998	108	3	)	)	PUNCT
fcis-13998	108	4	privacy	privacy	NOUN
fcis-13998	108	5	issues	issue	NOUN
fcis-13998	108	6	.	.	PUNCT
fcis-13998	109	1	in	in	ADP
fcis-13998	109	2	some	some	DET
fcis-13998	109	3	scenarios	scenario	NOUN
fcis-13998	109	4	,	,	PUNCT
fcis-13998	109	5	digital	digital	ADJ
fcis-13998	109	6	watermarking	watermarking	NOUN
fcis-13998	109	7	technology	technology	NOUN
fcis-13998	109	8	may	may	AUX
fcis-13998	109	9	involve	involve	VERB
fcis-13998	109	10	the	the	DET
fcis-13998	109	11	embedding	embedding	NOUN
fcis-13998	109	12	and	and	CCONJ
fcis-13998	109	13	dissemination	dissemination	NOUN
fcis-13998	109	14	of	of	ADP
fcis-13998	109	15	personal	personal	ADJ
fcis-13998	109	16	privacy	privacy	NOUN
fcis-13998	109	17	information	information	NOUN
fcis-13998	109	18	,	,	PUNCT
fcis-13998	109	19	and	and	CCONJ
fcis-13998	109	20	special	special	ADJ
fcis-13998	109	21	attention	attention	NOUN
fcis-13998	109	22	should	should	AUX
fcis-13998	109	23	be	be	AUX
fcis-13998	109	24	paid	pay	VERB
fcis-13998	109	25	to	to	ADP
fcis-13998	109	26	privacy	privacy	NOUN
fcis-13998	109	27	protection	protection	NOUN
fcis-13998	109	28	.	.	PUNCT
fcis-13998	110	1	3	3	X
fcis-13998	110	2	.	.	X
fcis-13998	110	3	analysis	analysis	NOUN
fcis-13998	110	4	of	of	ADP
fcis-13998	110	5	forgery	forgery	NOUN
fcis-13998	110	6	in	in	ADP
fcis-13998	110	7	deep	deep	ADJ
fcis-13998	110	8	synthesis	synthesis	NOUN
fcis-13998	110	9	3.1	3.1	NUM
fcis-13998	110	10	.	.	PUNCT
fcis-13998	111	1	types	type	NOUN
fcis-13998	111	2	of	of	ADP
fcis-13998	111	3	depth	depth	NOUN
fcis-13998	111	4	synthesis	synthesis	NOUN
fcis-13998	111	5	image	image	NOUN
fcis-13998	111	6	forgery	forgery	NOUN
fcis-13998	111	7	depth	depth	NOUN
fcis-13998	111	8	synthesis	synthesis	NOUN
fcis-13998	111	9	image	image	NOUN
fcis-13998	111	10	forgery	forgery	NOUN
fcis-13998	111	11	refers	refer	VERB
fcis-13998	111	12	to	to	ADP
fcis-13998	111	13	the	the	DET
fcis-13998	111	14	use	use	NOUN
fcis-13998	111	15	of	of	ADP
fcis-13998	111	16	computer	computer	NOUN
fcis-13998	111	17	graphics	graphic	NOUN
fcis-13998	111	18	and	and	CCONJ
fcis-13998	111	19	artificial	artificial	ADJ
fcis-13998	111	20	intelligence	intelligence	NOUN
fcis-13998	111	21	technology	technology	NOUN
fcis-13998	111	22	to	to	PART
fcis-13998	111	23	produce	produce	VERB
fcis-13998	111	24	false	false	ADJ
fcis-13998	111	25	visual	visual	ADJ
fcis-13998	111	26	information	information	NOUN
fcis-13998	111	27	by	by	ADP
fcis-13998	111	28	synthesizing	synthesize	VERB
fcis-13998	111	29	,	,	PUNCT
fcis-13998	111	30	modifying	modify	VERB
fcis-13998	111	31	or	or	CCONJ
fcis-13998	111	32	generating	generating	NOUN
fcis-13998	111	33	images	image	NOUN
fcis-13998	111	34	.	.	PUNCT
fcis-13998	112	1	this	this	DET
fcis-13998	112	2	kind	kind	NOUN
fcis-13998	112	3	of	of	ADP
fcis-13998	112	4	forgery	forgery	NOUN
fcis-13998	112	5	can	can	AUX
fcis-13998	112	6	use	use	VERB
fcis-13998	112	7	a	a	DET
fcis-13998	112	8	variety	variety	NOUN
fcis-13998	112	9	of	of	ADP
fcis-13998	112	10	technical	technical	ADJ
fcis-13998	112	11	means	mean	NOUN
fcis-13998	112	12	,	,	PUNCT
fcis-13998	112	13	and	and	CCONJ
fcis-13998	112	14	the	the	DET
fcis-13998	112	15	common	common	ADJ
fcis-13998	112	16	types	type	NOUN
fcis-13998	112	17	of	of	ADP
fcis-13998	112	18	deep	deep	ADJ
fcis-13998	112	19	synthesis	synthesis	NOUN
fcis-13998	112	20	image	image	NOUN
fcis-13998	112	21	forgery	forgery	NOUN
fcis-13998	112	22	include	include	VERB
fcis-13998	112	23	the	the	DET
fcis-13998	112	24	following	following	NOUN
fcis-13998	112	25	.	.	PUNCT
fcis-13998	113	1	(	(	PUNCT
fcis-13998	113	2	1	1	X
fcis-13998	113	3	)	)	PUNCT
fcis-13998	113	4	face	face	NOUN
fcis-13998	113	5	-	-	PUNCT
fcis-13998	113	6	changing	change	VERB
fcis-13998	113	7	technology	technology	NOUN
fcis-13998	113	8	.	.	PUNCT
fcis-13998	114	1	using	use	VERB
fcis-13998	114	2	deep	deep	ADJ
fcis-13998	114	3	learning	learning	NOUN
fcis-13998	114	4	technology	technology	NOUN
fcis-13998	114	5	,	,	PUNCT
fcis-13998	114	6	one	one	NUM
fcis-13998	114	7	person	person	NOUN
fcis-13998	114	8	's	's	PART
fcis-13998	114	9	facial	facial	ADJ
fcis-13998	114	10	features	feature	NOUN
fcis-13998	114	11	are	be	AUX
fcis-13998	114	12	synthesized	synthesize	VERB
fcis-13998	114	13	into	into	ADP
fcis-13998	114	14	another	another	DET
fcis-13998	114	15	person	person	NOUN
fcis-13998	114	16	's	's	PART
fcis-13998	114	17	image	image	NOUN
fcis-13998	114	18	to	to	PART
fcis-13998	114	19	create	create	VERB
fcis-13998	114	20	a	a	DET
fcis-13998	114	21	camouflage	camouflage	NOUN
fcis-13998	114	22	effect	effect	NOUN
fcis-13998	114	23	.	.	PUNCT
fcis-13998	115	1	this	this	DET
fcis-13998	115	2	technique	technique	NOUN
fcis-13998	115	3	is	be	AUX
fcis-13998	115	4	widely	widely	ADV
fcis-13998	115	5	used	use	VERB
fcis-13998	115	6	in	in	ADP
fcis-13998	115	7	videos	video	NOUN
fcis-13998	115	8	and	and	CCONJ
fcis-13998	115	9	pictures	picture	NOUN
fcis-13998	115	10	,	,	PUNCT
fcis-13998	115	11	and	and	CCONJ
fcis-13998	115	12	is	be	AUX
fcis-13998	115	13	also	also	ADV
fcis-13998	115	14	used	use	VERB
fcis-13998	115	15	to	to	PART
fcis-13998	115	16	create	create	VERB
fcis-13998	115	17	fake	fake	ADJ
fcis-13998	115	18	videos	video	NOUN
fcis-13998	115	19	and	and	CCONJ
fcis-13998	115	20	pictures	picture	NOUN
fcis-13998	115	21	.	.	PUNCT
fcis-13998	116	1	(	(	PUNCT
fcis-13998	116	2	2	2	X
fcis-13998	116	3	)	)	PUNCT
fcis-13998	116	4	human	human	ADJ
fcis-13998	116	5	pose	pose	NOUN
fcis-13998	116	6	and	and	CCONJ
fcis-13998	116	7	motion	motion	NOUN
fcis-13998	116	8	synthesis	synthesis	NOUN
fcis-13998	116	9	.	.	PUNCT
fcis-13998	117	1	using	use	VERB
fcis-13998	117	2	computer	computer	NOUN
fcis-13998	117	3	graphics	graphic	NOUN
fcis-13998	117	4	and	and	CCONJ
fcis-13998	117	5	deep	deep	ADJ
fcis-13998	117	6	learning	learning	NOUN
fcis-13998	117	7	technology	technology	NOUN
fcis-13998	117	8	,	,	PUNCT
fcis-13998	117	9	one	one	NUM
fcis-13998	117	10	person	person	NOUN
fcis-13998	117	11	's	's	PART
fcis-13998	117	12	pose	pose	NOUN
fcis-13998	117	13	and	and	CCONJ
fcis-13998	117	14	motion	motion	NOUN
fcis-13998	117	15	can	can	AUX
fcis-13998	117	16	be	be	AUX
fcis-13998	117	17	synthesized	synthesize	VERB
fcis-13998	117	18	into	into	ADP
fcis-13998	117	19	another	another	DET
fcis-13998	117	20	scene	scene	NOUN
fcis-13998	117	21	,	,	PUNCT
fcis-13998	117	22	thus	thus	ADV
fcis-13998	117	23	creating	create	VERB
fcis-13998	117	24	a	a	DET
fcis-13998	117	25	false	false	ADJ
fcis-13998	117	26	picture	picture	NOUN
fcis-13998	117	27	that	that	PRON
fcis-13998	117	28	looks	look	VERB
fcis-13998	117	29	real	real	ADJ
fcis-13998	117	30	.	.	PUNCT
fcis-13998	118	1	(	(	PUNCT
fcis-13998	118	2	3	3	X
fcis-13998	118	3	)	)	PUNCT
fcis-13998	118	4	scene	scene	NOUN
fcis-13998	118	5	synthesis	synthesis	NOUN
fcis-13998	118	6	and	and	CCONJ
fcis-13998	118	7	background	background	NOUN
fcis-13998	118	8	replacement	replacement	NOUN
fcis-13998	118	9	.	.	PUNCT
fcis-13998	119	1	different	different	ADJ
fcis-13998	119	2	scenes	scene	NOUN
fcis-13998	119	3	,	,	PUNCT
fcis-13998	119	4	environments	environment	NOUN
fcis-13998	119	5	or	or	CCONJ
fcis-13998	119	6	backgrounds	background	NOUN
fcis-13998	119	7	can	can	AUX
fcis-13998	119	8	be	be	AUX
fcis-13998	119	9	synthesized	synthesize	VERB
fcis-13998	119	10	into	into	ADP
fcis-13998	119	11	the	the	DET
fcis-13998	119	12	original	original	ADJ
fcis-13998	119	13	image	image	NOUN
fcis-13998	119	14	through	through	ADP
fcis-13998	119	15	the	the	DET
fcis-13998	119	16	synthesis	synthesis	NOUN
fcis-13998	119	17	technology	technology	NOUN
fcis-13998	119	18	,	,	PUNCT
fcis-13998	119	19	so	so	SCONJ
fcis-13998	119	20	that	that	SCONJ
fcis-13998	119	21	the	the	DET
fcis-13998	119	22	image	image	NOUN
fcis-13998	119	23	presents	present	VERB
fcis-13998	119	24	an	an	DET
fcis-13998	119	25	illusion	illusion	NOUN
fcis-13998	119	26	inconsistent	inconsistent	ADJ
fcis-13998	119	27	with	with	ADP
fcis-13998	119	28	the	the	DET
fcis-13998	119	29	actual	actual	ADJ
fcis-13998	119	30	situation	situation	NOUN
fcis-13998	119	31	.	.	PUNCT
fcis-13998	120	1	(	(	PUNCT
fcis-13998	120	2	4	4	X
fcis-13998	120	3	)	)	PUNCT
fcis-13998	120	4	forgery	forgery	NOUN
fcis-13998	120	5	of	of	ADP
fcis-13998	120	6	words	word	NOUN
fcis-13998	120	7	and	and	CCONJ
fcis-13998	120	8	slogans	slogan	NOUN
fcis-13998	120	9	.	.	PUNCT
fcis-13998	121	1	image	image	NOUN
fcis-13998	121	2	processing	processing	NOUN
fcis-13998	121	3	technology	technology	NOUN
fcis-13998	121	4	can	can	AUX
fcis-13998	121	5	be	be	AUX
fcis-13998	121	6	used	use	VERB
fcis-13998	121	7	to	to	PART
fcis-13998	121	8	forge	forge	VERB
fcis-13998	121	9	words	word	NOUN
fcis-13998	121	10	,	,	PUNCT
fcis-13998	121	11	slogans	slogan	NOUN
fcis-13998	121	12	and	and	CCONJ
fcis-13998	121	13	other	other	ADJ
fcis-13998	121	14	information	information	NOUN
fcis-13998	121	15	in	in	ADP
fcis-13998	121	16	pictures	picture	NOUN
fcis-13998	121	17	,	,	PUNCT
fcis-13998	121	18	including	include	VERB
fcis-13998	121	19	adding	add	VERB
fcis-13998	121	20	,	,	PUNCT
fcis-13998	121	21	deleting	delete	VERB
fcis-13998	121	22	or	or	CCONJ
fcis-13998	121	23	modifying	modify	VERB
fcis-13998	121	24	the	the	DET
fcis-13998	121	25	text	text	NOUN
fcis-13998	121	26	information	information	NOUN
fcis-13998	121	27	in	in	ADP
fcis-13998	121	28	pictures	picture	NOUN
fcis-13998	121	29	to	to	PART
fcis-13998	121	30	create	create	VERB
fcis-13998	121	31	misleading	misleading	ADJ
fcis-13998	121	32	picture	picture	NOUN
fcis-13998	121	33	content	content	NOUN
fcis-13998	121	34	.	.	PUNCT
fcis-13998	122	1	(	(	PUNCT
fcis-13998	122	2	5	5	X
fcis-13998	122	3	)	)	PUNCT
fcis-13998	122	4	image	image	NOUN
fcis-13998	122	5	restoration	restoration	NOUN
fcis-13998	122	6	and	and	CCONJ
fcis-13998	122	7	tampering	tampering	NOUN
fcis-13998	122	8	.	.	PUNCT
fcis-13998	123	1	image	image	NOUN
fcis-13998	123	2	processing	processing	NOUN
fcis-13998	123	3	technology	technology	NOUN
fcis-13998	123	4	is	be	AUX
fcis-13998	123	5	used	use	VERB
fcis-13998	123	6	to	to	PART
fcis-13998	123	7	restore	restore	VERB
fcis-13998	123	8	and	and	CCONJ
fcis-13998	123	9	tamper	tamper	VERB
fcis-13998	123	10	with	with	ADP
fcis-13998	123	11	images	image	NOUN
fcis-13998	123	12	,	,	PUNCT
fcis-13998	123	13	including	include	VERB
fcis-13998	123	14	repairing	repair	VERB
fcis-13998	123	15	missing	missing	ADJ
fcis-13998	123	16	parts	part	NOUN
fcis-13998	123	17	,	,	PUNCT
fcis-13998	123	18	deleting	delete	VERB
fcis-13998	123	19	or	or	CCONJ
fcis-13998	123	20	adding	add	VERB
fcis-13998	123	21	specific	specific	ADJ
fcis-13998	123	22	objects	object	NOUN
fcis-13998	123	23	,	,	PUNCT
fcis-13998	123	24	etc	etc	X
fcis-13998	123	25	.	.	X
fcis-13998	123	26	,	,	PUNCT
fcis-13998	123	27	in	in	ADP
fcis-13998	123	28	order	order	NOUN
fcis-13998	123	29	to	to	PART
fcis-13998	123	30	deceive	deceive	VERB
fcis-13998	123	31	the	the	DET
fcis-13998	123	32	audience	audience	NOUN
fcis-13998	123	33	.	.	PUNCT
fcis-13998	124	1	(	(	PUNCT
fcis-13998	124	2	6	6	X
fcis-13998	124	3	)	)	PUNCT
fcis-13998	124	4	generation	generation	NOUN
fcis-13998	124	5	of	of	ADP
fcis-13998	124	6	false	false	ADJ
fcis-13998	124	7	scenes	scene	NOUN
fcis-13998	124	8	.	.	PUNCT
fcis-13998	125	1	computer	computer	NOUN
fcis-13998	125	2	graphics	graphic	NOUN
fcis-13998	125	3	technology	technology	NOUN
fcis-13998	125	4	is	be	AUX
fcis-13998	125	5	used	use	VERB
fcis-13998	125	6	to	to	PART
fcis-13998	125	7	generate	generate	VERB
fcis-13998	125	8	seemingly	seemingly	ADV
fcis-13998	125	9	real	real	ADJ
fcis-13998	125	10	false	false	ADJ
fcis-13998	125	11	scenes	scene	NOUN
fcis-13998	125	12	,	,	PUNCT
fcis-13998	125	13	including	include	VERB
fcis-13998	125	14	false	false	ADJ
fcis-13998	125	15	landscapes	landscape	NOUN
fcis-13998	125	16	,	,	PUNCT
fcis-13998	125	17	buildings	building	NOUN
fcis-13998	125	18	,	,	PUNCT
fcis-13998	125	19	cities	city	NOUN
fcis-13998	125	20	,	,	PUNCT
fcis-13998	125	21	etc	etc	X
fcis-13998	125	22	.	.	X
fcis-13998	126	1	this	this	DET
fcis-13998	126	2	technology	technology	NOUN
fcis-13998	126	3	is	be	AUX
fcis-13998	126	4	widely	widely	ADV
fcis-13998	126	5	used	use	VERB
fcis-13998	126	6	in	in	ADP
fcis-13998	126	7	the	the	DET
fcis-13998	126	8	field	field	NOUN
fcis-13998	126	9	of	of	ADP
fcis-13998	126	10	film	film	NOUN
fcis-13998	126	11	and	and	CCONJ
fcis-13998	126	12	television	television	NOUN
fcis-13998	126	13	special	special	ADJ
fcis-13998	126	14	effects	effect	NOUN
fcis-13998	126	15	and	and	CCONJ
fcis-13998	126	16	virtual	virtual	ADJ
fcis-13998	126	17	reality	reality	NOUN
fcis-13998	126	18	.	.	PUNCT
fcis-13998	127	1	these	these	DET
fcis-13998	127	2	types	type	NOUN
fcis-13998	127	3	of	of	ADP
fcis-13998	127	4	depth	depth	NOUN
fcis-13998	127	5	synthesis	synthesis	NOUN
fcis-13998	127	6	image	image	NOUN
fcis-13998	127	7	forgery	forgery	NOUN
fcis-13998	127	8	are	be	AUX
fcis-13998	127	9	becoming	become	VERB
fcis-13998	127	10	more	more	ADV
fcis-13998	127	11	and	and	CCONJ
fcis-13998	127	12	more	more	ADV
fcis-13998	127	13	common	common	ADJ
fcis-13998	127	14	in	in	ADP
fcis-13998	127	15	today	today	NOUN
fcis-13998	127	16	's	's	PART
fcis-13998	127	17	society	society	NOUN
fcis-13998	127	18	,	,	PUNCT
fcis-13998	127	19	which	which	PRON
fcis-13998	127	20	may	may	AUX
fcis-13998	127	21	lead	lead	VERB
fcis-13998	127	22	to	to	ADP
fcis-13998	127	23	misleading	mislead	VERB
fcis-13998	127	24	information	information	NOUN
fcis-13998	127	25	,	,	PUNCT
fcis-13998	127	26	privacy	privacy	NOUN
fcis-13998	127	27	disclosure	disclosure	NOUN
fcis-13998	127	28	and	and	CCONJ
fcis-13998	127	29	social	social	ADJ
fcis-13998	127	30	instability	instability	NOUN
fcis-13998	127	31	.	.	PUNCT
fcis-13998	128	1	therefore	therefore	ADV
fcis-13998	128	2	,	,	PUNCT
fcis-13998	128	3	it	it	PRON
fcis-13998	128	4	is	be	AUX
fcis-13998	128	5	necessary	necessary	ADJ
fcis-13998	128	6	to	to	PART
fcis-13998	128	7	develop	develop	VERB
fcis-13998	128	8	and	and	CCONJ
fcis-13998	128	9	improve	improve	VERB
fcis-13998	128	10	digital	digital	ADJ
fcis-13998	128	11	watermarking	watermarking	NOUN
fcis-13998	128	12	,	,	PUNCT
fcis-13998	128	13	image	image	NOUN
fcis-13998	128	14	recognition	recognition	NOUN
fcis-13998	128	15	and	and	CCONJ
fcis-13998	128	16	other	other	ADJ
fcis-13998	128	17	technical	technical	ADJ
fcis-13998	128	18	means	mean	NOUN
fcis-13998	128	19	to	to	PART
fcis-13998	128	20	cope	cope	VERB
fcis-13998	128	21	with	with	ADP
fcis-13998	128	22	the	the	DET
fcis-13998	128	23	challenges	challenge	NOUN
fcis-13998	128	24	of	of	ADP
fcis-13998	128	25	depth	depth	NOUN
fcis-13998	128	26	synthesis	synthesis	NOUN
fcis-13998	128	27	image	image	NOUN
fcis-13998	128	28	forgery	forgery	NOUN
fcis-13998	128	29	.	.	PUNCT
fcis-13998	129	1	3.2	3.2	NUM
fcis-13998	129	2	.	.	PUNCT
fcis-13998	130	1	deep	deep	ADJ
fcis-13998	130	2	forgery	forgery	NOUN
fcis-13998	130	3	detection	detection	NOUN
fcis-13998	130	4	methods	method	NOUN
fcis-13998	130	5	and	and	CCONJ
fcis-13998	130	6	limitations	limitation	NOUN
fcis-13998	130	7	the	the	DET
fcis-13998	130	8	detection	detection	NOUN
fcis-13998	130	9	methods	method	NOUN
fcis-13998	130	10	of	of	ADP
fcis-13998	130	11	depth	depth	NOUN
fcis-13998	130	12	synthesis	synthesis	NOUN
fcis-13998	130	13	image	image	NOUN
fcis-13998	130	14	forgery	forgery	NOUN
fcis-13998	130	15	mainly	mainly	ADV
fcis-13998	130	16	include	include	VERB
fcis-13998	130	17	the	the	DET
fcis-13998	130	18	detection	detection	NOUN
fcis-13998	130	19	method	method	NOUN
fcis-13998	130	20	based	base	VERB
fcis-13998	130	21	on	on	ADP
fcis-13998	130	22	traditional	traditional	ADJ
fcis-13998	130	23	image	image	NOUN
fcis-13998	130	24	processing	processing	NOUN
fcis-13998	130	25	technology	technology	NOUN
fcis-13998	130	26	,	,	PUNCT
fcis-13998	130	27	the	the	DET
fcis-13998	130	28	detection	detection	NOUN
fcis-13998	130	29	method	method	NOUN
fcis-13998	130	30	based	base	VERB
fcis-13998	130	31	on	on	ADP
fcis-13998	130	32	physiological	physiological	ADJ
fcis-13998	130	33	signal	signal	NOUN
fcis-13998	130	34	characteristics	characteristic	NOUN
fcis-13998	130	35	,	,	PUNCT
fcis-13998	130	36	the	the	DET
fcis-13998	130	37	detection	detection	NOUN
fcis-13998	130	38	method	method	NOUN
fcis-13998	130	39	based	base	VERB
fcis-13998	130	40	on	on	ADP
fcis-13998	130	41	gan	gan	PROPN
fcis-13998	130	42	image	image	NOUN
fcis-13998	130	43	characteristics	characteristic	NOUN
fcis-13998	130	44	and	and	CCONJ
fcis-13998	130	45	the	the	DET
fcis-13998	130	46	detection	detection	NOUN
fcis-13998	130	47	method	method	NOUN
fcis-13998	130	48	based	base	VERB
fcis-13998	130	49	on	on	ADP
fcis-13998	130	50	deep	deep	ADJ
fcis-13998	130	51	learning	learning	NOUN
fcis-13998	130	52	.	.	PUNCT
fcis-13998	131	1	(	(	PUNCT
fcis-13998	131	2	1	1	X
fcis-13998	131	3	)	)	PUNCT
fcis-13998	131	4	detection	detection	NOUN
fcis-13998	131	5	methods	method	NOUN
fcis-13998	131	6	based	base	VERB
fcis-13998	131	7	on	on	ADP
fcis-13998	131	8	traditional	traditional	ADJ
fcis-13998	131	9	image	image	NOUN
fcis-13998	131	10	processing	processing	NOUN
fcis-13998	131	11	techniques	technique	NOUN
fcis-13998	131	12	[	[	X
fcis-13998	131	13	10	10	NUM
fcis-13998	131	14	]	]	PUNCT
fcis-13998	131	15	.	.	PUNCT
fcis-13998	132	1	these	these	DET
fcis-13998	132	2	methods	method	NOUN
fcis-13998	132	3	mainly	mainly	ADV
fcis-13998	132	4	use	use	VERB
fcis-13998	132	5	some	some	DET
fcis-13998	132	6	statistical	statistical	ADJ
fcis-13998	132	7	features	feature	NOUN
fcis-13998	132	8	or	or	CCONJ
fcis-13998	132	9	geometric	geometric	ADJ
fcis-13998	132	10	features	feature	NOUN
fcis-13998	132	11	of	of	ADP
fcis-13998	132	12	images	image	NOUN
fcis-13998	132	13	,	,	PUNCT
fcis-13998	132	14	such	such	ADJ
fcis-13998	132	15	as	as	ADP
fcis-13998	132	16	illumination	illumination	NOUN
fcis-13998	132	17	inconsistency	inconsistency	NOUN
fcis-13998	132	18	,	,	PUNCT
fcis-13998	132	19	noise	noise	NOUN
fcis-13998	132	20	raw	raw	ADJ
fcis-13998	132	21	 	 	SPACE
fcis-13998	132	22	data	datum	NOUN
fcis-13998	132	23	  	  	SPACE
fcis-13998	132	24	transformation	transformation	NOUN
fcis-13998	132	25	to	to	ADP
fcis-13998	132	26	 	 	SPACE
fcis-13998	132	27	the	the	DET
fcis-13998	132	28	 	 	SPACE
fcis-13998	132	29	mathematical	mathematical	ADJ
fcis-13998	132	30	  	  	SPACE
fcis-13998	132	31	transformation	transformation	NOUN
fcis-13998	132	32	  	  	SPACE
fcis-13998	132	33	domain	domain	NOUN
fcis-13998	132	34	choose	choose	VERB
fcis-13998	132	35	 	 	SPACE
fcis-13998	132	36	a	a	DET
fcis-13998	132	37	 	 	SPACE
fcis-13998	132	38	watermark	watermark	NOUN
fcis-13998	132	39	  	  	SPACE
fcis-13998	132	40	message	message	NOUN
fcis-13998	132	41	process	process	NOUN
fcis-13998	132	42	 	 	SPACE
fcis-13998	132	43	watermark	watermark	NOUN
fcis-13998	132	44	  	  	SPACE
fcis-13998	132	45	information	information	NOUN
fcis-13998	132	46	the	the	DET
fcis-13998	132	47	 	 	SPACE
fcis-13998	132	48	media	medium	NOUN
fcis-13998	132	49	 	 	SPACE
fcis-13998	132	50	data	datum	NOUN
fcis-13998	132	51	 	 	SPACE
fcis-13998	132	52	is	be	AUX
fcis-13998	132	53	  	  	SPACE
fcis-13998	132	54	inversely	inversely	ADV
fcis-13998	132	55	 	 	SPACE
fcis-13998	132	56	converted	convert	VERB
fcis-13998	132	57	  	  	SPACE
fcis-13998	132	58	to	to	ADP
fcis-13998	132	59	 	 	SPACE
fcis-13998	132	60	the	the	DET
fcis-13998	132	61	 	 	SPACE
fcis-13998	132	62	original	original	ADJ
fcis-13998	132	63	  	  	SPACE
fcis-13998	132	64	media	medium	NOUN
fcis-13998	132	65	 	 	SPACE
fcis-13998	132	66	data	datum	NOUN
fcis-13998	132	67	watermark	watermark	NOUN
fcis-13998	132	68	  	  	SPACE
fcis-13998	132	69	information	information	NOUN
fcis-13998	132	70	  	  	SPACE
fcis-13998	132	71	embedding	embed	VERB
fcis-13998	132	72	media	medium	NOUN
fcis-13998	132	73	 	 	SPACE
fcis-13998	132	74	data	datum	NOUN
fcis-13998	132	75	fourier	fourier	NOUN
fcis-13998	132	76	 	 	SPACE
fcis-13998	132	77	transform	transform	NOUN
fcis-13998	132	78	,	,	PUNCT
fcis-13998	132	79	wavelet	wavelet	NOUN
fcis-13998	132	80	 	 	SPACE
fcis-13998	132	81	transform	transform	NOUN
fcis-13998	132	82	,	,	PUNCT
fcis-13998	132	83	 	 	SPACE
fcis-13998	132	84	etc	etc	X
fcis-13998	132	85	choose	choose	VERB
fcis-13998	132	86	 	 	SPACE
fcis-13998	132	87	a	a	DET
fcis-13998	132	88	 	 	SPACE
fcis-13998	132	89	watermark	watermark	NOUN
fcis-13998	132	90	  	  	SPACE
fcis-13998	132	91	message	message	NOUN
fcis-13998	132	92	encrypt	encrypt	VERB
fcis-13998	132	93	 	 	SPACE
fcis-13998	132	94	and	and	CCONJ
fcis-13998	132	95	 	 	SPACE
fcis-13998	132	96	out‐of‐	out‐of‐	NOUN
fcis-13998	132	97	order	order	NOUN
fcis-13998	132	98	 	 	SPACE
fcis-13998	132	99	and	and	CCONJ
fcis-13998	132	100	 	 	SPACE
fcis-13998	132	101	so	so	ADV
fcis-13998	132	102	 	 	SPACE
fcis-13998	132	103	on	on	ADP
fcis-13998	132	104	modify	modify	VERB
fcis-13998	132	105	 	 	SPACE
fcis-13998	132	106	the	the	DET
fcis-13998	132	107	 	 	SPACE
fcis-13998	132	108	most	most	ADJ
fcis-13998	132	109	 	 	SPACE
fcis-13998	132	110	significant	significant	ADJ
fcis-13998	132	111	  	  	SPACE
fcis-13998	132	112	digit	digit	NOUN
fcis-13998	132	113	,	,	PUNCT
fcis-13998	132	114	change	change	VERB
fcis-13998	132	115	 	 	SPACE
fcis-13998	132	116	the	the	DET
fcis-13998	132	117	 	 	SPACE
fcis-13998	132	118	specific	specific	ADJ
fcis-13998	132	119	  	  	SPACE
fcis-13998	132	120	location	location	NOUN
fcis-13998	132	121	 	 	SPACE
fcis-13998	132	122	of	of	ADP
fcis-13998	132	123	 	 	SPACE
fcis-13998	132	124	the	the	DET
fcis-13998	132	125	 	 	SPACE
fcis-13998	132	126	data	data	NOUN
fcis-13998	132	127	raw	raw	ADJ
fcis-13998	132	128	 	 	SPACE
fcis-13998	132	129	data	datum	NOUN
fcis-13998	132	130	  	  	SPACE
fcis-13998	132	131	transformation	transformation	NOUN
fcis-13998	132	132	to	to	ADP
fcis-13998	132	133	 	 	SPACE
fcis-13998	132	134	the	the	DET
fcis-13998	132	135	 	 	SPACE
fcis-13998	132	136	mathematical	mathematical	ADJ
fcis-13998	132	137	  	  	SPACE
fcis-13998	132	138	transformation	transformation	NOUN
fcis-13998	132	139	  	  	SPACE
fcis-13998	132	140	domain	domain	NOUN
fcis-13998	132	141	define	define	VERB
fcis-13998	132	142	 	 	SPACE
fcis-13998	132	143	the	the	DET
fcis-13998	132	144	 	 	SPACE
fcis-13998	132	145	watermark	watermark	NOUN
fcis-13998	132	146	  	  	SPACE
fcis-13998	132	147	information	information	NOUN
fcis-13998	132	148	 	 	SPACE
fcis-13998	132	149	location	location	NOUN
fcis-13998	132	150	extract	extract	NOUN
fcis-13998	132	151	 	 	SPACE
fcis-13998	132	152	watermark	watermark	NOUN
fcis-13998	132	153	  	  	SPACE
fcis-13998	132	154	information	information	NOUN
fcis-13998	132	155	 	 	SPACE
fcis-13998	132	156	from	from	ADP
fcis-13998	132	157	 	 	SPACE
fcis-13998	132	158	a	a	DET
fcis-13998	132	159	  	  	SPACE
fcis-13998	132	160	specific	specific	ADJ
fcis-13998	132	161	 	 	SPACE
fcis-13998	132	162	location	location	NOUN
fcis-13998	132	163	detect	detect	NOUN
fcis-13998	132	164	 	 	SPACE
fcis-13998	132	165	whether	whether	SCONJ
fcis-13998	132	166	 	 	SPACE
fcis-13998	132	167	the	the	DET
fcis-13998	132	168	  	  	SPACE
fcis-13998	132	169	watermark	watermark	NOUN
fcis-13998	132	170	  	  	SPACE
fcis-13998	132	171	information	information	NOUN
fcis-13998	132	172	 	 	SPACE
fcis-13998	132	173	has	have	AUX
fcis-13998	132	174	 	 	SPACE
fcis-13998	132	175	been	be	AUX
fcis-13998	132	176	  	  	SPACE
fcis-13998	132	177	forged	forge	VERB
fcis-13998	132	178	 	 	SPACE
fcis-13998	132	179	or	or	CCONJ
fcis-13998	132	180	 	 	SPACE
fcis-13998	132	181	tampered	tamper	VERB
fcis-13998	132	182	  	  	SPACE
fcis-13998	132	183	with	with	ADP
fcis-13998	132	184	decryption	decryption	NOUN
fcis-13998	132	185	 	 	SPACE
fcis-13998	132	186	and	and	CCONJ
fcis-13998	132	187	 	 	SPACE
fcis-13998	132	188	out‐of‐	out‐of‐	NOUN
fcis-13998	132	189	order	order	NOUN
fcis-13998	132	190	 	 	SPACE
fcis-13998	132	191	operation	operation	NOUN
fcis-13998	132	192	 	 	SPACE
fcis-13998	132	193	of	of	ADP
fcis-13998	132	194	  	  	SPACE
fcis-13998	132	195	watermark	watermark	NOUN
fcis-13998	132	196	  	  	SPACE
fcis-13998	132	197	information	information	NOUN
fcis-13998	132	198	get	get	VERB
fcis-13998	132	199	 	 	SPACE
fcis-13998	132	200	the	the	DET
fcis-13998	132	201	 	 	SPACE
fcis-13998	132	202	watermark	watermark	NOUN
fcis-13998	132	203	  	  	SPACE
fcis-13998	132	204	position	position	NOUN
fcis-13998	132	205	discrete	discrete	ADJ
fcis-13998	132	206	 	 	SPACE
fcis-13998	132	207	cosine	cosine	NOUN
fcis-13998	132	208	 	 	SPACE
fcis-13998	132	209	transformation	transformation	NOUN
fcis-13998	132	210	,	,	PUNCT
fcis-13998	132	211	wavelet	wavelet	NOUN
fcis-13998	132	212	 	 	SPACE
fcis-13998	132	213	transform	transform	NOUN
fcis-13998	132	214	get	get	VERB
fcis-13998	132	215	 	 	SPACE
fcis-13998	132	216	the	the	DET
fcis-13998	132	217	 	 	SPACE
fcis-13998	132	218	original	original	ADJ
fcis-13998	132	219	  	  	SPACE
fcis-13998	132	220	watermark	watermark	NOUN
fcis-13998	132	221	 	 	SPACE
fcis-13998	132	222	information	information	NOUN
fcis-13998	132	223	extract	extract	VERB
fcis-13998	132	224	 	 	SPACE
fcis-13998	132	225	the	the	DET
fcis-13998	132	226	 	 	SPACE
fcis-13998	132	227	watermark	watermark	NOUN
fcis-13998	132	228	 	 	SPACE
fcis-13998	132	229	binary	binary	ADJ
fcis-13998	132	230	  	  	SPACE
fcis-13998	132	231	sequence	sequence	NOUN
fcis-13998	132	232	,	,	PUNCT
fcis-13998	132	233	 	 	SPACE
fcis-13998	132	234	related	relate	VERB
fcis-13998	132	235	 	 	SPACE
fcis-13998	132	236	parameters	parameter	NOUN
fcis-13998	132	237	103	103	NUM
fcis-13998	132	238	discontinuity	discontinuity	NOUN
fcis-13998	132	239	,	,	PUNCT
fcis-13998	132	240	etc	etc	X
fcis-13998	132	241	.	.	X
fcis-13998	132	242	,	,	PUNCT
fcis-13998	132	243	to	to	PART
fcis-13998	132	244	detect	detect	VERB
fcis-13998	132	245	forged	forge	VERB
fcis-13998	132	246	images	image	NOUN
fcis-13998	132	247	.	.	PUNCT
fcis-13998	133	1	however	however	ADV
fcis-13998	133	2	,	,	PUNCT
fcis-13998	133	3	due	due	ADP
fcis-13998	133	4	to	to	ADP
fcis-13998	133	5	the	the	DET
fcis-13998	133	6	development	development	NOUN
fcis-13998	133	7	of	of	ADP
fcis-13998	133	8	deep	deep	ADJ
fcis-13998	133	9	learning	learning	NOUN
fcis-13998	133	10	models	model	NOUN
fcis-13998	133	11	,	,	PUNCT
fcis-13998	133	12	traditional	traditional	ADJ
fcis-13998	133	13	methods	method	NOUN
fcis-13998	133	14	are	be	AUX
fcis-13998	133	15	facing	face	VERB
fcis-13998	133	16	great	great	ADJ
fcis-13998	133	17	challenges	challenge	NOUN
fcis-13998	133	18	in	in	ADP
fcis-13998	133	19	the	the	DET
fcis-13998	133	20	detection	detection	NOUN
fcis-13998	133	21	of	of	ADP
fcis-13998	133	22	high	high	ADJ
fcis-13998	133	23	-	-	PUNCT
fcis-13998	133	24	quality	quality	NOUN
fcis-13998	133	25	forged	forge	VERB
fcis-13998	133	26	images	image	NOUN
fcis-13998	133	27	.	.	PUNCT
fcis-13998	134	1	(	(	PUNCT
fcis-13998	134	2	2	2	X
fcis-13998	134	3	)	)	PUNCT
fcis-13998	134	4	detection	detection	NOUN
fcis-13998	134	5	method	method	NOUN
fcis-13998	134	6	based	base	VERB
fcis-13998	134	7	on	on	ADP
fcis-13998	134	8	physiological	physiological	ADJ
fcis-13998	134	9	signal	signal	NOUN
fcis-13998	134	10	characteristics	characteristic	NOUN
fcis-13998	134	11	.	.	PUNCT
fcis-13998	135	1	refers	refer	VERB
fcis-13998	135	2	to	to	ADP
fcis-13998	135	3	the	the	DET
fcis-13998	135	4	technical	technical	ADJ
fcis-13998	135	5	method	method	NOUN
fcis-13998	135	6	that	that	PRON
fcis-13998	135	7	uses	use	VERB
fcis-13998	135	8	various	various	ADJ
fcis-13998	135	9	signals	signal	NOUN
fcis-13998	135	10	generated	generate	VERB
fcis-13998	135	11	by	by	ADP
fcis-13998	135	12	human	human	ADJ
fcis-13998	135	13	physiological	physiological	ADJ
fcis-13998	135	14	activities	activity	NOUN
fcis-13998	135	15	,	,	PUNCT
fcis-13998	135	16	such	such	ADJ
fcis-13998	135	17	as	as	ADP
fcis-13998	135	18	electrocardiogram	electrocardiogram	NOUN
fcis-13998	135	19	,	,	PUNCT
fcis-13998	135	20	electroencephalogram	electroencephalogram	NOUN
fcis-13998	135	21	,	,	PUNCT
fcis-13998	135	22	skin	skin	NOUN
fcis-13998	135	23	electrical	electrical	ADJ
fcis-13998	135	24	activity	activity	NOUN
fcis-13998	135	25	,	,	PUNCT
fcis-13998	135	26	etc	etc	X
fcis-13998	135	27	.	.	X
fcis-13998	135	28	,	,	PUNCT
fcis-13998	135	29	to	to	PART
fcis-13998	135	30	classify	classify	VERB
fcis-13998	135	31	,	,	PUNCT
fcis-13998	135	32	identify	identify	VERB
fcis-13998	135	33	,	,	PUNCT
fcis-13998	135	34	predict	predict	VERB
fcis-13998	135	35	or	or	CCONJ
fcis-13998	135	36	monitor	monitor	VERB
fcis-13998	135	37	by	by	ADP
fcis-13998	135	38	extracting	extract	VERB
fcis-13998	135	39	the	the	DET
fcis-13998	135	40	characteristics	characteristic	NOUN
fcis-13998	135	41	of	of	ADP
fcis-13998	135	42	these	these	DET
fcis-13998	135	43	signals	signal	NOUN
fcis-13998	135	44	.	.	PUNCT
fcis-13998	136	1	these	these	DET
fcis-13998	136	2	methods	method	NOUN
fcis-13998	136	3	have	have	VERB
fcis-13998	136	4	important	important	ADJ
fcis-13998	136	5	applications	application	NOUN
fcis-13998	136	6	in	in	ADP
fcis-13998	136	7	the	the	DET
fcis-13998	136	8	fields	field	NOUN
fcis-13998	136	9	of	of	ADP
fcis-13998	136	10	medicine	medicine	NOUN
fcis-13998	136	11	,	,	PUNCT
fcis-13998	136	12	biometrics	biometric	NOUN
fcis-13998	136	13	,	,	PUNCT
fcis-13998	136	14	health	health	NOUN
fcis-13998	136	15	monitoring	monitoring	NOUN
fcis-13998	136	16	and	and	CCONJ
fcis-13998	136	17	disease	disease	NOUN
fcis-13998	136	18	diagnosis	diagnosis	NOUN
fcis-13998	136	19	.	.	PUNCT
fcis-13998	137	1	(	(	PUNCT
fcis-13998	137	2	3	3	X
fcis-13998	137	3	)	)	PUNCT
fcis-13998	137	4	detection	detection	NOUN
fcis-13998	137	5	method	method	NOUN
fcis-13998	137	6	based	base	VERB
fcis-13998	137	7	on	on	ADP
fcis-13998	137	8	gan	gan	ADJ
fcis-13998	137	9	image	image	NOUN
fcis-13998	137	10	features	feature	NOUN
fcis-13998	137	11	.	.	PUNCT
fcis-13998	138	1	refers	refer	VERB
fcis-13998	138	2	to	to	ADP
fcis-13998	138	3	a	a	DET
fcis-13998	138	4	technology	technology	NOUN
fcis-13998	138	5	that	that	PRON
fcis-13998	138	6	uses	use	VERB
fcis-13998	138	7	the	the	DET
fcis-13998	138	8	image	image	NOUN
fcis-13998	138	9	features	feature	NOUN
fcis-13998	138	10	generated	generate	VERB
fcis-13998	138	11	by	by	ADP
fcis-13998	138	12	the	the	DET
fcis-13998	138	13	gan	gan	PROPN
fcis-13998	138	14	model	model	NOUN
fcis-13998	138	15	for	for	ADP
fcis-13998	138	16	image	image	NOUN
fcis-13998	138	17	processing	processing	NOUN
fcis-13998	138	18	,	,	PUNCT
fcis-13998	138	19	analysis	analysis	NOUN
fcis-13998	138	20	and	and	CCONJ
fcis-13998	138	21	recognition	recognition	NOUN
fcis-13998	138	22	.	.	PUNCT
fcis-13998	139	1	gan	gan	PROPN
fcis-13998	139	2	is	be	AUX
fcis-13998	139	3	an	an	DET
fcis-13998	139	4	adversarial	adversarial	ADJ
fcis-13998	139	5	training	training	NOUN
fcis-13998	139	6	framework	framework	NOUN
fcis-13998	139	7	consisting	consist	VERB
fcis-13998	139	8	of	of	ADP
fcis-13998	139	9	a	a	DET
fcis-13998	139	10	generator	generator	NOUN
fcis-13998	139	11	and	and	CCONJ
fcis-13998	139	12	a	a	DET
fcis-13998	139	13	discriminator	discriminator	NOUN
fcis-13998	139	14	.	.	PUNCT
fcis-13998	140	1	the	the	DET
fcis-13998	140	2	generator	generator	NOUN
fcis-13998	140	3	is	be	AUX
fcis-13998	140	4	responsible	responsible	ADJ
fcis-13998	140	5	for	for	ADP
fcis-13998	140	6	generating	generate	VERB
fcis-13998	140	7	fake	fake	ADJ
fcis-13998	140	8	image	image	NOUN
fcis-13998	140	9	samples	sample	NOUN
fcis-13998	140	10	,	,	PUNCT
fcis-13998	140	11	while	while	SCONJ
fcis-13998	140	12	the	the	DET
fcis-13998	140	13	discriminator	discriminator	NOUN
fcis-13998	140	14	is	be	AUX
fcis-13998	140	15	responsible	responsible	ADJ
fcis-13998	140	16	for	for	ADP
fcis-13998	140	17	distinguishing	distinguish	VERB
fcis-13998	140	18	the	the	DET
fcis-13998	140	19	real	real	ADJ
fcis-13998	140	20	image	image	NOUN
fcis-13998	140	21	from	from	ADP
fcis-13998	140	22	the	the	DET
fcis-13998	140	23	fake	fake	ADJ
fcis-13998	140	24	image	image	NOUN
fcis-13998	140	25	generated	generate	VERB
fcis-13998	140	26	by	by	ADP
fcis-13998	140	27	the	the	DET
fcis-13998	140	28	generator	generator	NOUN
fcis-13998	140	29	.	.	PUNCT
fcis-13998	141	1	it	it	PRON
fcis-13998	141	2	has	have	VERB
fcis-13998	141	3	a	a	DET
fcis-13998	141	4	wide	wide	ADJ
fcis-13998	141	5	range	range	NOUN
fcis-13998	141	6	of	of	ADP
fcis-13998	141	7	applications	application	NOUN
fcis-13998	141	8	in	in	ADP
fcis-13998	141	9	image	image	NOUN
fcis-13998	141	10	generation	generation	NOUN
fcis-13998	141	11	,	,	PUNCT
fcis-13998	141	12	image	image	NOUN
fcis-13998	141	13	editing	editing	NOUN
fcis-13998	141	14	,	,	PUNCT
fcis-13998	141	15	image	image	NOUN
fcis-13998	141	16	recognition	recognition	NOUN
fcis-13998	141	17	and	and	CCONJ
fcis-13998	141	18	other	other	ADJ
fcis-13998	141	19	fields	field	NOUN
fcis-13998	141	20	.	.	PUNCT
fcis-13998	142	1	(	(	PUNCT
fcis-13998	142	2	4	4	X
fcis-13998	142	3	)	)	PUNCT
fcis-13998	142	4	deep	deep	ADJ
fcis-13998	142	5	learning	learning	NOUN
fcis-13998	142	6	-	-	PUNCT
fcis-13998	142	7	based	base	VERB
fcis-13998	142	8	detection	detection	NOUN
fcis-13998	142	9	method	method	NOUN
fcis-13998	142	10	[	[	X
fcis-13998	142	11	11	11	NUM
fcis-13998	142	12	]	]	PUNCT
fcis-13998	142	13	.	.	PUNCT
fcis-13998	143	1	this	this	DET
fcis-13998	143	2	method	method	NOUN
fcis-13998	143	3	uses	use	VERB
fcis-13998	143	4	deep	deep	ADJ
fcis-13998	143	5	learning	learning	NOUN
fcis-13998	143	6	models	model	NOUN
fcis-13998	143	7	to	to	PART
fcis-13998	143	8	learn	learn	VERB
fcis-13998	143	9	and	and	CCONJ
fcis-13998	143	10	capture	capture	VERB
fcis-13998	143	11	features	feature	NOUN
fcis-13998	143	12	in	in	ADP
fcis-13998	143	13	forged	forge	VERB
fcis-13998	143	14	images	image	NOUN
fcis-13998	143	15	.	.	PUNCT
fcis-13998	144	1	for	for	ADP
fcis-13998	144	2	example	example	NOUN
fcis-13998	144	3	,	,	PUNCT
fcis-13998	144	4	models	model	NOUN
fcis-13998	144	5	such	such	ADJ
fcis-13998	144	6	as	as	ADP
fcis-13998	144	7	a	a	DET
fcis-13998	144	8	convolutional	convolutional	ADJ
fcis-13998	144	9	neural	neural	ADJ
fcis-13998	144	10	network	network	NOUN
fcis-13998	144	11	(	(	PUNCT
fcis-13998	144	12	cnn	cnn	PROPN
fcis-13998	144	13	)	)	PUNCT
fcis-13998	144	14	or	or	CCONJ
fcis-13998	144	15	a	a	DET
fcis-13998	144	16	generative	generative	ADJ
fcis-13998	144	17	adversarial	adversarial	ADJ
fcis-13998	144	18	network	network	NOUN
fcis-13998	144	19	(	(	PUNCT
fcis-13998	144	20	gan	gan	PROPN
fcis-13998	144	21	)	)	PUNCT
fcis-13998	144	22	can	can	AUX
fcis-13998	144	23	be	be	AUX
fcis-13998	144	24	used	use	VERB
fcis-13998	144	25	for	for	ADP
fcis-13998	144	26	image	image	NOUN
fcis-13998	144	27	forgery	forgery	NOUN
fcis-13998	144	28	detection	detection	NOUN
fcis-13998	144	29	.	.	PUNCT
fcis-13998	145	1	these	these	DET
fcis-13998	145	2	models	model	NOUN
fcis-13998	145	3	can	can	AUX
fcis-13998	145	4	discriminate	discriminate	VERB
fcis-13998	145	5	by	by	ADP
fcis-13998	145	6	learning	learn	VERB
fcis-13998	145	7	the	the	DET
fcis-13998	145	8	feature	feature	NOUN
fcis-13998	145	9	differences	difference	NOUN
fcis-13998	145	10	between	between	ADP
fcis-13998	145	11	a	a	DET
fcis-13998	145	12	large	large	ADJ
fcis-13998	145	13	number	number	NOUN
fcis-13998	145	14	of	of	ADP
fcis-13998	145	15	real	real	ADJ
fcis-13998	145	16	and	and	CCONJ
fcis-13998	145	17	fake	fake	ADJ
fcis-13998	145	18	images	image	NOUN
fcis-13998	145	19	.	.	PUNCT
fcis-13998	146	1	however	however	ADV
fcis-13998	146	2	,	,	PUNCT
fcis-13998	146	3	there	there	PRON
fcis-13998	146	4	are	be	VERB
fcis-13998	146	5	also	also	ADV
fcis-13998	146	6	some	some	DET
fcis-13998	146	7	limitations	limitation	NOUN
fcis-13998	146	8	of	of	ADP
fcis-13998	146	9	such	such	ADJ
fcis-13998	146	10	methods	method	NOUN
fcis-13998	146	11	.	.	PUNCT
fcis-13998	147	1	although	although	SCONJ
fcis-13998	147	2	the	the	DET
fcis-13998	147	3	deep	deep	ADJ
fcis-13998	147	4	learning	learning	NOUN
fcis-13998	147	5	model	model	NOUN
fcis-13998	147	6	can	can	AUX
fcis-13998	147	7	effectively	effectively	ADV
fcis-13998	147	8	detect	detect	VERB
fcis-13998	147	9	some	some	DET
fcis-13998	147	10	common	common	ADJ
fcis-13998	147	11	forged	forge	VERB
fcis-13998	147	12	images	image	NOUN
fcis-13998	147	13	to	to	ADP
fcis-13998	147	14	some	some	DET
fcis-13998	147	15	extent	extent	NOUN
fcis-13998	147	16	,	,	PUNCT
fcis-13998	147	17	there	there	PRON
fcis-13998	147	18	are	be	VERB
fcis-13998	147	19	still	still	ADV
fcis-13998	147	20	some	some	DET
fcis-13998	147	21	limitations	limitation	NOUN
fcis-13998	147	22	.	.	PUNCT
fcis-13998	148	1	(	(	PUNCT
fcis-13998	148	2	1	1	X
fcis-13998	148	3	)	)	PUNCT
fcis-13998	148	4	anti	anti	ADJ
fcis-13998	148	5	-	-	ADJ
fcis-13998	148	6	sample	sample	ADJ
fcis-13998	148	7	attack	attack	NOUN
fcis-13998	148	8	[	[	X
fcis-13998	148	9	12	12	NUM
fcis-13998	148	10	]	]	PUNCT
fcis-13998	148	11	.	.	PUNCT
fcis-13998	149	1	for	for	ADP
fcis-13998	149	2	deep	deep	ADJ
fcis-13998	149	3	learning	learning	NOUN
fcis-13998	149	4	-	-	PUNCT
fcis-13998	149	5	based	base	VERB
fcis-13998	149	6	detection	detection	NOUN
fcis-13998	149	7	methods	method	NOUN
fcis-13998	149	8	,	,	PUNCT
fcis-13998	149	9	the	the	DET
fcis-13998	149	10	attacker	attacker	NOUN
fcis-13998	149	11	can	can	AUX
fcis-13998	149	12	modify	modify	VERB
fcis-13998	149	13	the	the	DET
fcis-13998	149	14	input	input	NOUN
fcis-13998	149	15	image	image	NOUN
fcis-13998	149	16	so	so	SCONJ
fcis-13998	149	17	that	that	SCONJ
fcis-13998	149	18	it	it	PRON
fcis-13998	149	19	is	be	AUX
fcis-13998	149	20	misclassified	misclassifie	VERB
fcis-13998	149	21	as	as	ADP
fcis-13998	149	22	the	the	DET
fcis-13998	149	23	real	real	ADJ
fcis-13998	149	24	image	image	NOUN
fcis-13998	149	25	.	.	PUNCT
fcis-13998	150	1	this	this	DET
fcis-13998	150	2	kind	kind	NOUN
fcis-13998	150	3	of	of	ADP
fcis-13998	150	4	attack	attack	NOUN
fcis-13998	150	5	is	be	AUX
fcis-13998	150	6	called	call	VERB
fcis-13998	150	7	anti	anti	ADJ
fcis-13998	150	8	-	-	ADJ
fcis-13998	150	9	sample	sample	ADJ
fcis-13998	150	10	attack	attack	NOUN
fcis-13998	150	11	,	,	PUNCT
fcis-13998	150	12	which	which	PRON
fcis-13998	150	13	can	can	AUX
fcis-13998	150	14	bypass	bypass	VERB
fcis-13998	150	15	the	the	DET
fcis-13998	150	16	detection	detection	NOUN
fcis-13998	150	17	model	model	NOUN
fcis-13998	150	18	and	and	CCONJ
fcis-13998	150	19	make	make	VERB
fcis-13998	150	20	the	the	DET
fcis-13998	150	21	forged	forge	VERB
fcis-13998	150	22	image	image	NOUN
fcis-13998	150	23	not	not	PART
fcis-13998	150	24	be	be	AUX
fcis-13998	150	25	detected	detect	VERB
fcis-13998	150	26	correctly	correctly	ADV
fcis-13998	150	27	.	.	PUNCT
fcis-13998	151	1	(	(	PUNCT
fcis-13998	151	2	2	2	X
fcis-13998	151	3	)	)	PUNCT
fcis-13998	151	4	dataset	dataset	NOUN
fcis-13998	151	5	limitation	limitation	NOUN
fcis-13998	151	6	.	.	PUNCT
fcis-13998	152	1	training	train	VERB
fcis-13998	152	2	deep	deep	ADJ
fcis-13998	152	3	learning	learning	NOUN
fcis-13998	152	4	-	-	PUNCT
fcis-13998	152	5	based	base	VERB
fcis-13998	152	6	detection	detection	NOUN
fcis-13998	152	7	models	model	NOUN
fcis-13998	152	8	usually	usually	ADV
fcis-13998	152	9	requires	require	VERB
fcis-13998	152	10	a	a	DET
fcis-13998	152	11	large	large	ADJ
fcis-13998	152	12	number	number	NOUN
fcis-13998	152	13	of	of	ADP
fcis-13998	152	14	real	real	ADJ
fcis-13998	152	15	and	and	CCONJ
fcis-13998	152	16	fake	fake	ADJ
fcis-13998	152	17	image	image	NOUN
fcis-13998	152	18	datasets	dataset	NOUN
fcis-13998	152	19	.	.	PUNCT
fcis-13998	153	1	however	however	ADV
fcis-13998	153	2	,	,	PUNCT
fcis-13998	153	3	it	it	PRON
fcis-13998	153	4	is	be	AUX
fcis-13998	153	5	not	not	PART
fcis-13998	153	6	easy	easy	ADJ
fcis-13998	153	7	to	to	PART
fcis-13998	153	8	obtain	obtain	VERB
fcis-13998	153	9	an	an	DET
fcis-13998	153	10	accurate	accurate	ADJ
fcis-13998	153	11	and	and	CCONJ
fcis-13998	153	12	comprehensive	comprehensive	ADJ
fcis-13998	153	13	set	set	NOUN
fcis-13998	153	14	of	of	ADP
fcis-13998	153	15	forged	forge	VERB
fcis-13998	153	16	images	image	NOUN
fcis-13998	153	17	,	,	PUNCT
fcis-13998	153	18	which	which	PRON
fcis-13998	153	19	limits	limit	VERB
fcis-13998	153	20	the	the	DET
fcis-13998	153	21	training	training	NOUN
fcis-13998	153	22	and	and	CCONJ
fcis-13998	153	23	generalization	generalization	NOUN
fcis-13998	153	24	ability	ability	NOUN
fcis-13998	153	25	of	of	ADP
fcis-13998	153	26	the	the	DET
fcis-13998	153	27	detection	detection	NOUN
fcis-13998	153	28	model	model	NOUN
fcis-13998	153	29	.	.	PUNCT
fcis-13998	154	1	(	(	PUNCT
fcis-13998	154	2	3	3	X
fcis-13998	154	3	)	)	PUNCT
fcis-13998	154	4	mixed	mixed	ADJ
fcis-13998	154	5	forged	forge	VERB
fcis-13998	154	6	images	image	NOUN
fcis-13998	154	7	.	.	PUNCT
fcis-13998	155	1	in	in	ADP
fcis-13998	155	2	reality	reality	NOUN
fcis-13998	155	3	,	,	PUNCT
fcis-13998	155	4	forged	forge	VERB
fcis-13998	155	5	images	image	NOUN
fcis-13998	155	6	are	be	AUX
fcis-13998	155	7	often	often	ADV
fcis-13998	155	8	the	the	DET
fcis-13998	155	9	mixed	mixed	ADJ
fcis-13998	155	10	results	result	NOUN
fcis-13998	155	11	of	of	ADP
fcis-13998	155	12	a	a	DET
fcis-13998	155	13	variety	variety	NOUN
fcis-13998	155	14	of	of	ADP
fcis-13998	155	15	technologies	technology	NOUN
fcis-13998	155	16	,	,	PUNCT
fcis-13998	155	17	including	include	VERB
fcis-13998	155	18	artificial	artificial	ADJ
fcis-13998	155	19	synthesis	synthesis	NOUN
fcis-13998	155	20	,	,	PUNCT
fcis-13998	155	21	image	image	NOUN
fcis-13998	155	22	processing	processing	NOUN
fcis-13998	155	23	and	and	CCONJ
fcis-13998	155	24	so	so	ADV
fcis-13998	155	25	on	on	ADV
fcis-13998	155	26	.	.	PUNCT
fcis-13998	156	1	for	for	ADP
fcis-13998	156	2	such	such	ADJ
fcis-13998	156	3	complex	complex	ADJ
fcis-13998	156	4	hybrid	hybrid	ADJ
fcis-13998	156	5	forged	forge	VERB
fcis-13998	156	6	images	image	NOUN
fcis-13998	156	7	,	,	PUNCT
fcis-13998	156	8	a	a	DET
fcis-13998	156	9	single	single	ADJ
fcis-13998	156	10	detection	detection	NOUN
fcis-13998	156	11	method	method	NOUN
fcis-13998	156	12	may	may	AUX
fcis-13998	156	13	not	not	PART
fcis-13998	156	14	be	be	AUX
fcis-13998	156	15	able	able	ADJ
fcis-13998	156	16	to	to	PART
fcis-13998	156	17	accurately	accurately	ADV
fcis-13998	156	18	identify	identify	VERB
fcis-13998	156	19	them	they	PRON
fcis-13998	156	20	.	.	PUNCT
fcis-13998	157	1	4	4	X
fcis-13998	157	2	.	.	X
fcis-13998	157	3	experiments	experiment	NOUN
fcis-13998	157	4	and	and	CCONJ
fcis-13998	157	5	results	result	VERB
fcis-13998	157	6	4.1	4.1	NUM
fcis-13998	157	7	.	.	PUNCT
fcis-13998	158	1	introduction	introduction	NOUN
fcis-13998	158	2	to	to	ADP
fcis-13998	158	3	experimental	experimental	ADJ
fcis-13998	158	4	design	design	NOUN
fcis-13998	158	5	and	and	CCONJ
fcis-13998	158	6	dataset	dataset	VERB
fcis-13998	158	7	4.1.1	4.1.1	NUM
fcis-13998	158	8	.	.	PUNCT
fcis-13998	159	1	experimental	experimental	ADJ
fcis-13998	159	2	procedure	procedure	NOUN
fcis-13998	159	3	the	the	DET
fcis-13998	159	4	experimental	experimental	ADJ
fcis-13998	159	5	design	design	NOUN
fcis-13998	159	6	steps	step	NOUN
fcis-13998	159	7	based	base	VERB
fcis-13998	159	8	on	on	ADP
fcis-13998	159	9	this	this	DET
fcis-13998	159	10	study	study	NOUN
fcis-13998	159	11	are	be	AUX
fcis-13998	159	12	as	as	SCONJ
fcis-13998	159	13	follows	follow	VERB
fcis-13998	159	14	.	.	PUNCT
fcis-13998	160	1	(	(	PUNCT
fcis-13998	160	2	1	1	X
fcis-13998	160	3	)	)	PUNCT
fcis-13998	160	4	determine	determine	VERB
fcis-13998	160	5	the	the	DET
fcis-13998	160	6	purpose	purpose	NOUN
fcis-13998	160	7	of	of	ADP
fcis-13998	160	8	the	the	DET
fcis-13998	160	9	experiment	experiment	NOUN
fcis-13998	160	10	.	.	PUNCT
fcis-13998	161	1	in	in	ADP
fcis-13998	161	2	the	the	DET
fcis-13998	161	3	research	research	NOUN
fcis-13998	161	4	of	of	ADP
fcis-13998	161	5	digital	digital	ADJ
fcis-13998	161	6	watermarking	watermarking	NOUN
fcis-13998	161	7	technology	technology	NOUN
fcis-13998	161	8	to	to	PART
fcis-13998	161	9	solve	solve	VERB
fcis-13998	161	10	the	the	DET
fcis-13998	161	11	problem	problem	NOUN
fcis-13998	161	12	of	of	ADP
fcis-13998	161	13	deep	deep	ADJ
fcis-13998	161	14	forgery	forgery	NOUN
fcis-13998	161	15	,	,	PUNCT
fcis-13998	161	16	the	the	DET
fcis-13998	161	17	purpose	purpose	NOUN
fcis-13998	161	18	of	of	ADP
fcis-13998	161	19	the	the	DET
fcis-13998	161	20	experiment	experiment	NOUN
fcis-13998	161	21	may	may	AUX
fcis-13998	161	22	be	be	AUX
fcis-13998	161	23	to	to	PART
fcis-13998	161	24	verify	verify	VERB
fcis-13998	161	25	the	the	DET
fcis-13998	161	26	effectiveness	effectiveness	NOUN
fcis-13998	161	27	of	of	ADP
fcis-13998	161	28	digital	digital	ADJ
fcis-13998	161	29	watermarking	watermarking	NOUN
fcis-13998	161	30	technology	technology	NOUN
fcis-13998	161	31	in	in	ADP
fcis-13998	161	32	the	the	DET
fcis-13998	161	33	detection	detection	NOUN
fcis-13998	161	34	of	of	ADP
fcis-13998	161	35	deep	deep	ADJ
fcis-13998	161	36	forgery	forgery	NOUN
fcis-13998	161	37	.	.	PUNCT
fcis-13998	162	1	(	(	PUNCT
fcis-13998	162	2	2	2	X
fcis-13998	162	3	)	)	PUNCT
fcis-13998	162	4	design	design	NOUN
fcis-13998	162	5	method	method	NOUN
fcis-13998	162	6	.	.	PUNCT
fcis-13998	163	1	a	a	DET
fcis-13998	163	2	digital	digital	ADJ
fcis-13998	163	3	watermark	watermark	NOUN
fcis-13998	163	4	embedding	embed	VERB
fcis-13998	163	5	and	and	CCONJ
fcis-13998	163	6	extraction	extraction	NOUN
fcis-13998	163	7	method	method	NOUN
fcis-13998	163	8	based	base	VERB
fcis-13998	163	9	on	on	ADP
fcis-13998	163	10	deep	deep	ADJ
fcis-13998	163	11	learning	learning	NOUN
fcis-13998	163	12	can	can	AUX
fcis-13998	163	13	be	be	AUX
fcis-13998	163	14	used	use	VERB
fcis-13998	163	15	,	,	PUNCT
fcis-13998	163	16	and	and	CCONJ
fcis-13998	163	17	a	a	DET
fcis-13998	163	18	deep	deep	ADJ
fcis-13998	163	19	forgery	forgery	NOUN
fcis-13998	163	20	detection	detection	NOUN
fcis-13998	163	21	model	model	NOUN
fcis-13998	163	22	based	base	VERB
fcis-13998	163	23	on	on	ADP
fcis-13998	163	24	convolutional	convolutional	ADJ
fcis-13998	163	25	neural	neural	ADJ
fcis-13998	163	26	network	network	NOUN
fcis-13998	163	27	can	can	AUX
fcis-13998	163	28	be	be	AUX
fcis-13998	163	29	used	use	VERB
fcis-13998	163	30	for	for	ADP
fcis-13998	163	31	detection	detection	NOUN
fcis-13998	163	32	.	.	PUNCT
fcis-13998	164	1	(	(	PUNCT
fcis-13998	164	2	3	3	X
fcis-13998	164	3	)	)	PUNCT
fcis-13998	164	4	determine	determine	VERB
fcis-13998	164	5	the	the	DET
fcis-13998	164	6	experimental	experimental	ADJ
fcis-13998	164	7	settings	setting	NOUN
fcis-13998	164	8	and	and	CCONJ
fcis-13998	164	9	parameters	parameter	NOUN
fcis-13998	164	10	.	.	PUNCT
fcis-13998	165	1	it	it	PRON
fcis-13998	165	2	is	be	AUX
fcis-13998	165	3	necessary	necessary	ADJ
fcis-13998	165	4	to	to	PART
fcis-13998	165	5	determine	determine	VERB
fcis-13998	165	6	the	the	DET
fcis-13998	165	7	experimental	experimental	ADJ
fcis-13998	165	8	settings	setting	NOUN
fcis-13998	165	9	such	such	ADJ
fcis-13998	165	10	as	as	ADP
fcis-13998	165	11	the	the	DET
fcis-13998	165	12	deep	deep	ADJ
fcis-13998	165	13	learning	learning	NOUN
fcis-13998	165	14	framework	framework	NOUN
fcis-13998	165	15	,	,	PUNCT
fcis-13998	165	16	the	the	DET
fcis-13998	165	17	type	type	NOUN
fcis-13998	165	18	and	and	CCONJ
fcis-13998	165	19	number	number	NOUN
fcis-13998	165	20	of	of	ADP
fcis-13998	165	21	graphics	graphic	NOUN
fcis-13998	165	22	cards	card	NOUN
fcis-13998	165	23	,	,	PUNCT
fcis-13998	165	24	the	the	DET
fcis-13998	165	25	data	datum	NOUN
fcis-13998	165	26	set	set	NOUN
fcis-13998	165	27	division	division	NOUN
fcis-13998	165	28	,	,	PUNCT
fcis-13998	165	29	and	and	CCONJ
fcis-13998	165	30	the	the	DET
fcis-13998	165	31	experimental	experimental	ADJ
fcis-13998	165	32	parameters	parameter	NOUN
fcis-13998	165	33	such	such	ADJ
fcis-13998	165	34	as	as	ADP
fcis-13998	165	35	the	the	DET
fcis-13998	165	36	parameters	parameter	NOUN
fcis-13998	165	37	of	of	ADP
fcis-13998	165	38	digital	digital	ADJ
fcis-13998	165	39	watermark	watermark	NOUN
fcis-13998	165	40	embedding	embed	VERB
fcis-13998	165	41	and	and	CCONJ
fcis-13998	165	42	extraction	extraction	NOUN
fcis-13998	165	43	,	,	PUNCT
fcis-13998	165	44	the	the	DET
fcis-13998	165	45	structure	structure	NOUN
fcis-13998	165	46	and	and	CCONJ
fcis-13998	165	47	hyperparameters	hyperparameter	NOUN
fcis-13998	165	48	of	of	ADP
fcis-13998	165	49	the	the	DET
fcis-13998	165	50	deep	deep	ADJ
fcis-13998	165	51	forgery	forgery	NOUN
fcis-13998	165	52	detection	detection	NOUN
fcis-13998	165	53	model	model	NOUN
fcis-13998	165	54	.	.	PUNCT
fcis-13998	166	1	(	(	PUNCT
fcis-13998	166	2	4	4	X
fcis-13998	166	3	)	)	PUNCT
fcis-13998	166	4	experimental	experimental	ADJ
fcis-13998	166	5	operation	operation	NOUN
fcis-13998	166	6	and	and	CCONJ
fcis-13998	166	7	data	datum	NOUN
fcis-13998	166	8	collection	collection	NOUN
fcis-13998	166	9	.	.	PUNCT
fcis-13998	167	1	it	it	PRON
fcis-13998	167	2	is	be	AUX
fcis-13998	167	3	necessary	necessary	ADJ
fcis-13998	167	4	to	to	PART
fcis-13998	167	5	embed	embed	VERB
fcis-13998	167	6	and	and	CCONJ
fcis-13998	167	7	extract	extract	VERB
fcis-13998	167	8	digital	digital	ADJ
fcis-13998	167	9	watermark	watermark	NOUN
fcis-13998	167	10	on	on	ADP
fcis-13998	167	11	the	the	DET
fcis-13998	167	12	training	training	NOUN
fcis-13998	167	13	set	set	NOUN
fcis-13998	167	14	,	,	PUNCT
fcis-13998	167	15	train	train	NOUN
fcis-13998	167	16	and	and	CCONJ
fcis-13998	167	17	verify	verify	VERB
fcis-13998	167	18	the	the	DET
fcis-13998	167	19	deep	deep	ADJ
fcis-13998	167	20	forgery	forgery	NOUN
fcis-13998	167	21	detection	detection	NOUN
fcis-13998	167	22	model	model	NOUN
fcis-13998	167	23	,	,	PUNCT
fcis-13998	167	24	and	and	CCONJ
fcis-13998	167	25	then	then	ADV
fcis-13998	167	26	test	test	VERB
fcis-13998	167	27	and	and	CCONJ
fcis-13998	167	28	evaluate	evaluate	VERB
fcis-13998	167	29	it	it	PRON
fcis-13998	167	30	on	on	ADP
fcis-13998	167	31	the	the	DET
fcis-13998	167	32	test	test	NOUN
fcis-13998	167	33	set	set	NOUN
fcis-13998	167	34	.	.	PUNCT
fcis-13998	168	1	(	(	PUNCT
fcis-13998	168	2	5	5	X
fcis-13998	168	3	)	)	PUNCT
fcis-13998	168	4	analyze	analyze	VERB
fcis-13998	168	5	and	and	CCONJ
fcis-13998	168	6	summarize	summarize	VERB
fcis-13998	168	7	the	the	DET
fcis-13998	168	8	experimental	experimental	ADJ
fcis-13998	168	9	results	result	NOUN
fcis-13998	168	10	.	.	PUNCT
fcis-13998	169	1	accuracy	accuracy	NOUN
fcis-13998	169	2	,	,	PUNCT
fcis-13998	169	3	recall	recall	NOUN
fcis-13998	169	4	and	and	CCONJ
fcis-13998	169	5	f1	f1	NOUN
fcis-13998	169	6	-	-	PUNCT
fcis-13998	169	7	score	score	NOUN
fcis-13998	169	8	can	can	AUX
fcis-13998	169	9	be	be	AUX
fcis-13998	169	10	used	use	VERB
fcis-13998	169	11	to	to	PART
fcis-13998	169	12	evaluate	evaluate	VERB
fcis-13998	169	13	the	the	DET
fcis-13998	169	14	performance	performance	NOUN
fcis-13998	169	15	of	of	ADP
fcis-13998	169	16	digital	digital	ADJ
fcis-13998	169	17	watermarking	watermarking	NOUN
fcis-13998	169	18	technology	technology	NOUN
fcis-13998	169	19	in	in	ADP
fcis-13998	169	20	depth	depth	NOUN
fcis-13998	169	21	forgery	forgery	NOUN
fcis-13998	169	22	detection	detection	NOUN
fcis-13998	169	23	,	,	PUNCT
fcis-13998	169	24	and	and	CCONJ
fcis-13998	169	25	the	the	DET
fcis-13998	169	26	experimental	experimental	ADJ
fcis-13998	169	27	results	result	NOUN
fcis-13998	169	28	are	be	AUX
fcis-13998	169	29	analyzed	analyze	VERB
fcis-13998	169	30	and	and	CCONJ
fcis-13998	169	31	summarized	summarize	VERB
fcis-13998	169	32	.	.	PUNCT
fcis-13998	170	1	4.1.2	4.1.2	X
fcis-13998	170	2	.	.	PUNCT
fcis-13998	170	3	data	datum	NOUN
fcis-13998	170	4	set	set	VERB
fcis-13998	170	5	in	in	ADP
fcis-13998	170	6	combination	combination	NOUN
fcis-13998	170	7	with	with	ADP
fcis-13998	170	8	the	the	DET
fcis-13998	170	9	above	above	ADJ
fcis-13998	170	10	experiments	experiment	NOUN
fcis-13998	170	11	,	,	PUNCT
fcis-13998	170	12	the	the	DET
fcis-13998	170	13	data	data	NOUN
fcis-13998	170	14	sets	set	NOUN
fcis-13998	170	15	related	relate	VERB
fcis-13998	170	16	to	to	ADP
fcis-13998	170	17	image	image	NOUN
fcis-13998	170	18	processing	processing	NOUN
fcis-13998	170	19	used	use	VERB
fcis-13998	170	20	are	be	AUX
fcis-13998	170	21	shown	show	VERB
fcis-13998	170	22	in	in	ADP
fcis-13998	170	23	the	the	DET
fcis-13998	170	24	following	follow	VERB
fcis-13998	170	25	table	table	NOUN
fcis-13998	170	26	.	.	PUNCT
fcis-13998	171	1	table	table	NOUN
fcis-13998	171	2	1	1	NUM
fcis-13998	171	3	.	.	PUNCT
fcis-13998	171	4	common	common	ADJ
fcis-13998	171	5	datasets	dataset	NOUN
fcis-13998	171	6	dataset	dataset	NOUN
fcis-13998	171	7	name	name	NOUN
fcis-13998	171	8	data	datum	NOUN
fcis-13998	171	9	type	type	NOUN
fcis-13998	171	10	number	number	NOUN
fcis-13998	171	11	of	of	ADP
fcis-13998	171	12	samples	sample	NOUN
fcis-13998	171	13	sample	sample	NOUN
fcis-13998	171	14	size	size	NOUN
fcis-13998	171	15	use	use	VERB
fcis-13998	171	16	ucid	ucid	ADJ
fcis-13998	171	17	[	[	PUNCT
fcis-13998	171	18	13	13	NUM
fcis-13998	171	19	]	]	SYM
fcis-13998	171	20	image	image	NOUN
fcis-13998	171	21	1338	1338	NUM
fcis-13998	171	22	384	384	NUM
fcis-13998	171	23	x	x	SYM
fcis-13998	171	24	256	256	NUM
fcis-13998	171	25	digital	digital	ADJ
fcis-13998	171	26	image	image	NOUN
fcis-13998	171	27	processing	processing	NOUN
fcis-13998	171	28	bossbase	bossbase	NOUN
fcis-13998	171	29	[	[	X
fcis-13998	171	30	14	14	NUM
fcis-13998	171	31	]	]	SYM
fcis-13998	171	32	image	image	NOUN
fcis-13998	171	33	10000	10000	NUM
fcis-13998	171	34	+	+	CCONJ
fcis-13998	171	35	uncertain	uncertain	ADJ
fcis-13998	171	36	research	research	NOUN
fcis-13998	171	37	on	on	ADP
fcis-13998	171	38	image	image	NOUN
fcis-13998	171	39	steganography	steganography	NOUN
fcis-13998	171	40	comofod	comofod	VERB
fcis-13998	171	41	[	[	X
fcis-13998	171	42	15	15	NUM
fcis-13998	171	43	]	]	X
fcis-13998	171	44	image	image	NOUN
fcis-13998	171	45	13	13	NUM
fcis-13998	171	46	uncertain	uncertain	ADJ
fcis-13998	171	47	digital	digital	ADJ
fcis-13998	171	48	image	image	NOUN
fcis-13998	171	49	processing	processing	NOUN
fcis-13998	171	50	imagenet	imagenet	NOUN
fcis-13998	172	1	[	[	X
fcis-13998	172	2	16	16	NUM
fcis-13998	172	3	]	]	PUNCT
fcis-13998	172	4	image	image	NOUN
fcis-13998	172	5	14	14	NUM
fcis-13998	172	6	million	million	NUM
fcis-13998	172	7	+	+	CCONJ
fcis-13998	172	8	uncertain	uncertain	ADJ
fcis-13998	172	9	machine	machine	NOUN
fcis-13998	172	10	learning	learning	NOUN
fcis-13998	172	11	/	/	SYM
fcis-13998	172	12	deep	deep	ADJ
fcis-13998	172	13	learning	learning	NOUN
fcis-13998	172	14	lenna	lenna	NOUN
fcis-13998	172	15	[	[	X
fcis-13998	172	16	17	17	NUM
fcis-13998	172	17	]	]	PUNCT
fcis-13998	172	18	image	image	NOUN
fcis-13998	172	19	1	1	NUM
fcis-13998	172	20	512	512	NUM
fcis-13998	172	21	x	x	SYM
fcis-13998	172	22	512	512	NUM
fcis-13998	172	23	digital	digital	ADJ
fcis-13998	172	24	image	image	NOUN
fcis-13998	172	25	processing	processing	NOUN
fcis-13998	172	26	stirmark	stirmark	NOUN
fcis-13998	172	27	[	[	X
fcis-13998	172	28	18	18	NUM
fcis-13998	172	29	]	]	PUNCT
fcis-13998	172	30	image	image	NOUN
fcis-13998	172	31	uncertain	uncertain	ADJ
fcis-13998	172	32	uncertain	uncertain	ADJ
fcis-13998	172	33	digital	digital	ADJ
fcis-13998	172	34	copyright	copyright	NOUN
fcis-13998	172	35	protection	protection	NOUN
fcis-13998	172	36	evaluation	evaluation	NOUN
fcis-13998	172	37	the	the	DET
fcis-13998	172	38	data	data	NOUN
fcis-13998	172	39	sets	set	NOUN
fcis-13998	172	40	in	in	ADP
fcis-13998	172	41	the	the	DET
fcis-13998	172	42	above	above	ADJ
fcis-13998	172	43	table	table	NOUN
fcis-13998	172	44	are	be	AUX
fcis-13998	172	45	described	describe	VERB
fcis-13998	172	46	as	as	ADP
fcis-13998	172	47	follows	follow	VERB
fcis-13998	172	48	.	.	PUNCT
fcis-13998	173	1	(	(	PUNCT
fcis-13998	173	2	1	1	X
fcis-13998	173	3	)	)	PUNCT
fcis-13998	173	4	the	the	DET
fcis-13998	173	5	ucid	ucid	ADJ
fcis-13998	173	6	(	(	PUNCT
fcis-13998	173	7	university	university	NOUN
fcis-13998	173	8	of	of	ADP
fcis-13998	173	9	california	california	PROPN
fcis-13998	173	10	,	,	PUNCT
fcis-13998	173	11	irvine	irvine	PROPN
fcis-13998	173	12	dataset	dataset	PROPN
fcis-13998	173	13	)	)	PUNCT
fcis-13998	173	14	data	datum	NOUN
fcis-13998	173	15	set	set	VERB
fcis-13998	173	16	is	be	AUX
fcis-13998	173	17	a	a	DET
fcis-13998	173	18	commonly	commonly	ADV
fcis-13998	173	19	used	use	VERB
fcis-13998	173	20	data	datum	NOUN
fcis-13998	173	21	set	set	VERB
fcis-13998	173	22	for	for	ADP
fcis-13998	173	23	digital	digital	ADJ
fcis-13998	173	24	watermarking	watermarking	NOUN
fcis-13998	173	25	research	research	NOUN
fcis-13998	173	26	.	.	PUNCT
fcis-13998	174	1	the	the	DET
fcis-13998	174	2	dataset	dataset	NOUN
fcis-13998	174	3	contains	contain	VERB
fcis-13998	174	4	1338	1338	NUM
fcis-13998	174	5	uncompressed	uncompress	VERB
fcis-13998	174	6	color	color	NOUN
fcis-13998	174	7	images	image	NOUN
fcis-13998	174	8	,	,	PUNCT
fcis-13998	174	9	including	include	VERB
fcis-13998	174	10	natural	natural	ADJ
fcis-13998	174	11	scenes	scene	NOUN
fcis-13998	174	12	,	,	PUNCT
fcis-13998	174	13	man	man	NOUN
fcis-13998	174	14	-	-	PUNCT
fcis-13998	174	15	made	make	VERB
fcis-13998	174	16	images	image	NOUN
fcis-13998	174	17	and	and	CCONJ
fcis-13998	174	18	computer	computer	NOUN
fcis-13998	174	19	-	-	PUNCT
fcis-13998	174	20	generated	generate	VERB
fcis-13998	174	21	images	image	NOUN
fcis-13998	174	22	.	.	PUNCT
fcis-13998	175	1	(	(	PUNCT
fcis-13998	175	2	2	2	X
fcis-13998	175	3	)	)	PUNCT
fcis-13998	175	4	bossbase	bossbase	NOUN
fcis-13998	175	5	(	(	PUNCT
fcis-13998	175	6	bows-2	bows-2	NOUN
fcis-13998	175	7	)	)	PUNCT
fcis-13998	175	8	dataset	dataset	NOUN
fcis-13998	175	9	is	be	AUX
fcis-13998	175	10	a	a	DET
fcis-13998	175	11	commonly	commonly	ADV
fcis-13998	175	12	used	use	VERB
fcis-13998	175	13	dataset	dataset	NOUN
fcis-13998	175	14	for	for	ADP
fcis-13998	175	15	digital	digital	ADJ
fcis-13998	175	16	image	image	NOUN
fcis-13998	175	17	forgery	forgery	NOUN
fcis-13998	175	18	detection	detection	NOUN
fcis-13998	175	19	research	research	NOUN
fcis-13998	175	20	.	.	PUNCT
fcis-13998	176	1	the	the	DET
fcis-13998	176	2	dataset	dataset	NOUN
fcis-13998	176	3	contains	contain	VERB
fcis-13998	176	4	10,000	10,000	NUM
fcis-13998	176	5	unmodified	unmodified	ADJ
fcis-13998	176	6	grayscale	grayscale	NOUN
fcis-13998	176	7	images	image	NOUN
fcis-13998	176	8	and	and	CCONJ
fcis-13998	176	9	their	their	PRON
fcis-13998	176	10	corresponding	corresponding	ADJ
fcis-13998	176	11	steganographic	steganographic	ADJ
fcis-13998	176	12	images	image	NOUN
fcis-13998	176	13	,	,	PUNCT
fcis-13998	176	14	including	include	VERB
fcis-13998	176	15	5,000	5,000	NUM
fcis-13998	176	16	natural	natural	ADJ
fcis-13998	176	17	scene	scene	NOUN
fcis-13998	176	18	images	image	NOUN
fcis-13998	176	19	and	and	CCONJ
fcis-13998	176	20	5,000	5,000	NUM
fcis-13998	176	21	computer	computer	NOUN
fcis-13998	176	22	-	-	PUNCT
fcis-13998	176	23	generated	generate	VERB
fcis-13998	176	24	synthetic	synthetic	ADJ
fcis-13998	176	25	images	image	NOUN
fcis-13998	176	26	.	.	PUNCT
fcis-13998	177	1	it	it	PRON
fcis-13998	177	2	is	be	AUX
fcis-13998	177	3	dedicated	dedicate	VERB
fcis-13998	177	4	to	to	ADP
fcis-13998	177	5	the	the	DET
fcis-13998	177	6	evaluation	evaluation	NOUN
fcis-13998	177	7	and	and	CCONJ
fcis-13998	177	8	comparison	comparison	NOUN
fcis-13998	177	9	of	of	ADP
fcis-13998	177	10	digital	digital	ADJ
fcis-13998	177	11	image	image	NOUN
fcis-13998	177	12	forgery	forgery	NOUN
fcis-13998	177	13	detection	detection	NOUN
fcis-13998	177	14	algorithms	algorithm	NOUN
fcis-13998	177	15	.	.	PUNCT
fcis-13998	178	1	(	(	PUNCT
fcis-13998	178	2	3	3	X
fcis-13998	178	3	)	)	PUNCT
fcis-13998	178	4	the	the	DET
fcis-13998	178	5	comofod	comofod	ADJ
fcis-13998	178	6	(	(	PUNCT
fcis-13998	178	7	color	color	NOUN
fcis-13998	178	8	model	model	NOUN
fcis-13998	178	9	and	and	CCONJ
fcis-13998	178	10	filtering	filter	VERB
fcis-13998	178	11	distortion	distortion	NOUN
fcis-13998	178	12	database	database	NOUN
fcis-13998	178	13	)	)	PUNCT
fcis-13998	178	14	dataset	dataset	NOUN
fcis-13998	178	15	is	be	AUX
fcis-13998	178	16	a	a	DET
fcis-13998	178	17	commonly	commonly	ADV
fcis-13998	178	18	used	use	VERB
fcis-13998	178	19	dataset	dataset	NOUN
fcis-13998	178	20	for	for	ADP
fcis-13998	178	21	evaluating	evaluate	VERB
fcis-13998	178	22	image	image	NOUN
fcis-13998	178	23	denoising	denoising	NOUN
fcis-13998	178	24	algorithms	algorithm	NOUN
fcis-13998	178	25	.	.	PUNCT
fcis-13998	179	1	the	the	DET
fcis-13998	179	2	dataset	dataset	NOUN
fcis-13998	179	3	contains	contain	VERB
fcis-13998	179	4	500	500	NUM
fcis-13998	179	5	color	color	NOUN
fcis-13998	179	6	images	image	NOUN
fcis-13998	179	7	divided	divide	VERB
fcis-13998	179	8	into	into	ADP
fcis-13998	179	9	250	250	NUM
fcis-13998	179	10	reference	reference	NOUN
fcis-13998	179	11	images	image	NOUN
fcis-13998	179	12	and	and	CCONJ
fcis-13998	179	13	250	250	NUM
fcis-13998	179	14	distorted	distort	VERB
fcis-13998	179	15	images	image	NOUN
fcis-13998	179	16	.	.	PUNCT
fcis-13998	180	1	the	the	DET
fcis-13998	180	2	main	main	ADJ
fcis-13998	180	3	purpose	purpose	NOUN
fcis-13998	180	4	of	of	ADP
fcis-13998	180	5	this	this	DET
fcis-13998	180	6	dataset	dataset	NOUN
fcis-13998	180	7	is	be	AUX
fcis-13998	180	8	to	to	PART
fcis-13998	180	9	study	study	VERB
fcis-13998	180	10	and	and	CCONJ
fcis-13998	180	11	evaluate	evaluate	VERB
fcis-13998	180	12	the	the	DET
fcis-13998	180	13	performance	performance	NOUN
fcis-13998	180	14	of	of	ADP
fcis-13998	180	15	image	image	NOUN
fcis-13998	180	16	denoising	denoise	VERB
fcis-13998	180	17	algorithms	algorithm	NOUN
fcis-13998	180	18	in	in	ADP
fcis-13998	180	19	terms	term	NOUN
fcis-13998	180	20	of	of	ADP
fcis-13998	180	21	color	color	NOUN
fcis-13998	180	22	model	model	NOUN
fcis-13998	180	23	and	and	CCONJ
fcis-13998	180	24	filtering	filtering	NOUN
fcis-13998	180	25	distortion	distortion	NOUN
fcis-13998	180	26	.	.	PUNCT
fcis-13998	181	1	(	(	PUNCT
fcis-13998	181	2	4	4	X
fcis-13998	181	3	)	)	PUNCT
fcis-13998	181	4	imagenet	imagenet	NOUN
fcis-13998	181	5	data	datum	NOUN
fcis-13998	181	6	set	set	VERB
fcis-13998	181	7	is	be	AUX
fcis-13998	181	8	a	a	DET
fcis-13998	181	9	widely	widely	ADV
fcis-13998	181	10	used	use	VERB
fcis-13998	181	11	large	large	ADJ
fcis-13998	181	12	-	-	PUNCT
fcis-13998	181	13	scale	scale	NOUN
fcis-13998	181	14	image	image	NOUN
fcis-13998	181	15	data	datum	NOUN
fcis-13998	181	16	set	set	VERB
fcis-13998	181	17	.	.	PUNCT
fcis-13998	182	1	the	the	DET
fcis-13998	182	2	dataset	dataset	NOUN
fcis-13998	182	3	contains	contain	VERB
fcis-13998	182	4	more	more	ADJ
fcis-13998	182	5	than	than	ADP
fcis-13998	182	6	14	14	NUM
fcis-13998	182	7	million	million	NUM
fcis-13998	182	8	annotated	annotate	VERB
fcis-13998	182	9	images	image	NOUN
fcis-13998	182	10	,	,	PUNCT
fcis-13998	182	11	covering	cover	VERB
fcis-13998	182	12	more	more	ADJ
fcis-13998	182	13	than	than	ADP
fcis-13998	182	14	20,000	20,000	NUM
fcis-13998	182	15	categories	category	NOUN
fcis-13998	182	16	.	.	PUNCT
fcis-13998	183	1	this	this	DET
fcis-13998	183	2	dataset	dataset	NOUN
fcis-13998	183	3	is	be	AUX
fcis-13998	183	4	mainly	mainly	ADV
fcis-13998	183	5	used	use	VERB
fcis-13998	183	6	to	to	PART
fcis-13998	183	7	train	train	VERB
fcis-13998	183	8	and	and	CCONJ
fcis-13998	183	9	evaluate	evaluate	VERB
fcis-13998	183	10	deep	deep	ADJ
fcis-13998	183	11	learning	learning	NOUN
fcis-13998	183	12	models	model	NOUN
fcis-13998	183	13	in	in	ADP
fcis-13998	183	14	computer	computer	NOUN
fcis-13998	183	15	vision	vision	NOUN
fcis-13998	183	16	tasks	task	NOUN
fcis-13998	183	17	such	such	ADJ
fcis-13998	183	18	as	as	ADP
fcis-13998	183	19	image	image	NOUN
fcis-13998	183	20	classification	classification	NOUN
fcis-13998	183	21	,	,	PUNCT
fcis-13998	183	22	object	object	NOUN
fcis-13998	183	23	detection	detection	NOUN
fcis-13998	183	24	and	and	CCONJ
fcis-13998	183	25	image	image	NOUN
fcis-13998	183	26	segmentation	segmentation	NOUN
fcis-13998	183	27	.	.	PUNCT
fcis-13998	184	1	(	(	PUNCT
fcis-13998	184	2	5	5	X
fcis-13998	184	3	)	)	PUNCT
fcis-13998	184	4	lenna	lenna	NOUN
fcis-13998	184	5	dataset	dataset	PROPN
fcis-13998	184	6	is	be	AUX
fcis-13998	184	7	a	a	DET
fcis-13998	184	8	common	common	ADJ
fcis-13998	184	9	test	test	NOUN
fcis-13998	184	10	image	image	NOUN
fcis-13998	184	11	dataset	dataset	NOUN
fcis-13998	184	12	,	,	PUNCT
fcis-13998	184	13	which	which	PRON
fcis-13998	184	14	is	be	AUX
fcis-13998	184	15	often	often	ADV
fcis-13998	184	16	used	use	VERB
fcis-13998	184	17	in	in	ADP
fcis-13998	184	18	image	image	NOUN
fcis-13998	184	19	processing	processing	NOUN
fcis-13998	184	20	,	,	PUNCT
fcis-13998	184	21	image	image	VERB
fcis-13998	184	22	104	104	NUM
fcis-13998	184	23	compression	compression	NOUN
fcis-13998	184	24	,	,	PUNCT
fcis-13998	184	25	digital	digital	ADJ
fcis-13998	184	26	signal	signal	NOUN
fcis-13998	184	27	processing	processing	NOUN
fcis-13998	184	28	and	and	CCONJ
fcis-13998	184	29	other	other	ADJ
fcis-13998	184	30	fields	field	NOUN
fcis-13998	184	31	.	.	PUNCT
fcis-13998	185	1	this	this	DET
fcis-13998	185	2	dataset	dataset	NOUN
fcis-13998	185	3	can	can	AUX
fcis-13998	185	4	be	be	AUX
fcis-13998	185	5	used	use	VERB
fcis-13998	185	6	to	to	PART
fcis-13998	185	7	evaluate	evaluate	VERB
fcis-13998	185	8	the	the	DET
fcis-13998	185	9	performance	performance	NOUN
fcis-13998	185	10	of	of	ADP
fcis-13998	185	11	image	image	NOUN
fcis-13998	185	12	processing	processing	NOUN
fcis-13998	185	13	algorithms	algorithm	NOUN
fcis-13998	185	14	in	in	ADP
fcis-13998	185	15	different	different	ADJ
fcis-13998	185	16	scenarios	scenario	NOUN
fcis-13998	185	17	.	.	PUNCT
fcis-13998	186	1	(	(	PUNCT
fcis-13998	186	2	6	6	NUM
fcis-13998	186	3	)	)	PUNCT
fcis-13998	186	4	the	the	DET
fcis-13998	186	5	stirmark	stirmark	NOUN
fcis-13998	186	6	dataset	dataset	NOUN
fcis-13998	186	7	is	be	AUX
fcis-13998	186	8	a	a	DET
fcis-13998	186	9	commercial	commercial	ADJ
fcis-13998	186	10	dataset	dataset	NOUN
fcis-13998	186	11	for	for	ADP
fcis-13998	186	12	evaluating	evaluate	VERB
fcis-13998	186	13	digital	digital	ADJ
fcis-13998	186	14	media	medium	NOUN
fcis-13998	186	15	security	security	NOUN
fcis-13998	186	16	technologies	technology	NOUN
fcis-13998	186	17	.	.	PUNCT
fcis-13998	187	1	the	the	DET
fcis-13998	187	2	dataset	dataset	NOUN
fcis-13998	187	3	contains	contain	VERB
fcis-13998	187	4	a	a	DET
fcis-13998	187	5	variety	variety	NOUN
fcis-13998	187	6	of	of	ADP
fcis-13998	187	7	digital	digital	ADJ
fcis-13998	187	8	media	medium	NOUN
fcis-13998	187	9	files	file	NOUN
fcis-13998	187	10	,	,	PUNCT
fcis-13998	187	11	such	such	ADJ
fcis-13998	187	12	as	as	ADP
fcis-13998	187	13	images	image	NOUN
fcis-13998	187	14	,	,	PUNCT
fcis-13998	187	15	audio	audio	NOUN
fcis-13998	187	16	,	,	PUNCT
fcis-13998	187	17	video	video	NOUN
fcis-13998	187	18	,	,	PUNCT
fcis-13998	187	19	and	and	CCONJ
fcis-13998	187	20	a	a	DET
fcis-13998	187	21	variety	variety	NOUN
fcis-13998	187	22	of	of	ADP
fcis-13998	187	23	different	different	ADJ
fcis-13998	187	24	types	type	NOUN
fcis-13998	187	25	of	of	ADP
fcis-13998	187	26	digital	digital	ADJ
fcis-13998	187	27	watermarking	watermarking	NOUN
fcis-13998	187	28	and	and	CCONJ
fcis-13998	187	29	encryption	encryption	NOUN
fcis-13998	187	30	techniques	technique	NOUN
fcis-13998	187	31	.	.	PUNCT
fcis-13998	188	1	4.2	4.2	NUM
fcis-13998	188	2	.	.	PUNCT
fcis-13998	189	1	digital	digital	ADJ
fcis-13998	189	2	watermark	watermark	NOUN
fcis-13998	189	3	embedding	embed	VERB
fcis-13998	189	4	and	and	CCONJ
fcis-13998	189	5	extraction	extraction	NOUN
fcis-13998	189	6	experiment	experiment	NOUN
fcis-13998	189	7	the	the	DET
fcis-13998	189	8	purpose	purpose	NOUN
fcis-13998	189	9	of	of	ADP
fcis-13998	189	10	this	this	DET
fcis-13998	189	11	experiment	experiment	NOUN
fcis-13998	189	12	is	be	AUX
fcis-13998	189	13	to	to	PART
fcis-13998	189	14	explore	explore	VERB
fcis-13998	189	15	the	the	DET
fcis-13998	189	16	effectiveness	effectiveness	NOUN
fcis-13998	189	17	and	and	CCONJ
fcis-13998	189	18	stability	stability	NOUN
fcis-13998	189	19	of	of	ADP
fcis-13998	189	20	digital	digital	ADJ
fcis-13998	189	21	watermarking	watermarking	NOUN
fcis-13998	189	22	embedding	embed	VERB
fcis-13998	189	23	and	and	CCONJ
fcis-13998	189	24	extraction	extraction	NOUN
fcis-13998	189	25	technology	technology	NOUN
fcis-13998	189	26	,	,	PUNCT
fcis-13998	189	27	in	in	ADP
fcis-13998	189	28	order	order	NOUN
fcis-13998	189	29	to	to	PART
fcis-13998	189	30	deal	deal	VERB
fcis-13998	189	31	with	with	ADP
fcis-13998	189	32	the	the	DET
fcis-13998	189	33	problem	problem	NOUN
fcis-13998	189	34	of	of	ADP
fcis-13998	189	35	digital	digital	ADJ
fcis-13998	189	36	media	medium	NOUN
fcis-13998	189	37	tampering	tamper	VERB
fcis-13998	189	38	such	such	ADJ
fcis-13998	189	39	as	as	ADP
fcis-13998	189	40	depth	depth	NOUN
fcis-13998	189	41	synthesis	synthesis	NOUN
fcis-13998	189	42	image	image	NOUN
fcis-13998	189	43	forgery	forgery	NOUN
fcis-13998	189	44	.	.	PUNCT
fcis-13998	190	1	(	(	PUNCT
fcis-13998	190	2	1	1	X
fcis-13998	190	3	)	)	PUNCT
fcis-13998	190	4	data	datum	NOUN
fcis-13998	190	5	preparation	preparation	NOUN
fcis-13998	190	6	.	.	PUNCT
fcis-13998	191	1	first	first	ADV
fcis-13998	191	2	,	,	PUNCT
fcis-13998	191	3	the	the	DET
fcis-13998	191	4	image	image	NOUN
fcis-13998	191	5	data	datum	NOUN
fcis-13998	191	6	of	of	ADP
fcis-13998	191	7	the	the	DET
fcis-13998	191	8	training	training	NOUN
fcis-13998	191	9	set	set	NOUN
fcis-13998	191	10	and	and	CCONJ
fcis-13998	191	11	the	the	DET
fcis-13998	191	12	test	test	NOUN
fcis-13998	191	13	set	set	VERB
fcis-13998	191	14	need	need	VERB
fcis-13998	191	15	to	to	PART
fcis-13998	191	16	be	be	AUX
fcis-13998	191	17	prepared	prepare	VERB
fcis-13998	191	18	.	.	PUNCT
fcis-13998	192	1	these	these	DET
fcis-13998	192	2	images	image	NOUN
fcis-13998	192	3	should	should	AUX
fcis-13998	192	4	contain	contain	VERB
fcis-13998	192	5	content	content	NOUN
fcis-13998	192	6	that	that	PRON
fcis-13998	192	7	requires	require	VERB
fcis-13998	192	8	digital	digital	ADJ
fcis-13998	192	9	watermark	watermark	NOUN
fcis-13998	192	10	embedding	embed	VERB
fcis-13998	192	11	and	and	CCONJ
fcis-13998	192	12	extraction	extraction	NOUN
fcis-13998	192	13	.	.	PUNCT
fcis-13998	193	1	(	(	PUNCT
fcis-13998	193	2	2	2	X
fcis-13998	193	3	)	)	PUNCT
fcis-13998	193	4	digital	digital	ADJ
fcis-13998	193	5	watermarking	watermarking	NOUN
fcis-13998	193	6	embedding	embed	VERB
fcis-13998	193	7	.	.	PUNCT
fcis-13998	194	1	a.	a.	NOUN
fcis-13998	194	2	select	select	VERB
fcis-13998	194	3	the	the	DET
fcis-13998	194	4	digital	digital	ADJ
fcis-13998	194	5	watermarking	watermarking	NOUN
fcis-13998	194	6	algorithm	algorithm	NOUN
fcis-13998	194	7	:	:	PUNCT
fcis-13998	194	8	select	select	VERB
fcis-13998	194	9	the	the	DET
fcis-13998	194	10	appropriate	appropriate	ADJ
fcis-13998	194	11	digital	digital	ADJ
fcis-13998	194	12	watermarking	watermarking	NOUN
fcis-13998	194	13	algorithm	algorithm	NOUN
fcis-13998	194	14	according	accord	VERB
fcis-13998	194	15	to	to	ADP
fcis-13998	194	16	the	the	DET
fcis-13998	194	17	research	research	NOUN
fcis-13998	194	18	needs	need	NOUN
fcis-13998	194	19	and	and	CCONJ
fcis-13998	194	20	experimental	experimental	ADJ
fcis-13998	194	21	purposes	purpose	NOUN
fcis-13998	194	22	.	.	PUNCT
fcis-13998	195	1	common	common	ADJ
fcis-13998	195	2	digital	digital	ADJ
fcis-13998	195	3	watermarking	watermarking	NOUN
fcis-13998	195	4	algorithms	algorithm	NOUN
fcis-13998	195	5	include	include	VERB
fcis-13998	195	6	discrete	discrete	ADJ
fcis-13998	195	7	cosine	cosine	NOUN
fcis-13998	195	8	transform	transform	NOUN
fcis-13998	195	9	(	(	PUNCT
fcis-13998	195	10	dct	dct	PROPN
fcis-13998	195	11	)	)	PUNCT
fcis-13998	196	1	[	[	X
fcis-13998	196	2	19	19	NUM
fcis-13998	196	3	]	]	PUNCT
fcis-13998	196	4	,	,	PUNCT
fcis-13998	196	5	discrete	discrete	ADJ
fcis-13998	196	6	wavelet	wavelet	NOUN
fcis-13998	196	7	transform	transform	NOUN
fcis-13998	196	8	(	(	PUNCT
fcis-13998	196	9	dwt	dwt	NOUN
fcis-13998	196	10	)	)	PUNCT
fcis-13998	197	1	[	[	X
fcis-13998	197	2	20	20	NUM
fcis-13998	197	3	]	]	PUNCT
fcis-13998	197	4	,	,	PUNCT
fcis-13998	197	5	etc	etc	X
fcis-13998	197	6	.	.	X
fcis-13998	197	7	b.	b.	PROPN
fcis-13998	197	8	parameter	parameter	PROPN
fcis-13998	197	9	setting	setting	PROPN
fcis-13998	197	10	:	:	PUNCT
fcis-13998	197	11	determine	determine	VERB
fcis-13998	197	12	the	the	DET
fcis-13998	197	13	parameters	parameter	NOUN
fcis-13998	197	14	in	in	ADP
fcis-13998	197	15	the	the	DET
fcis-13998	197	16	digital	digital	ADJ
fcis-13998	197	17	watermark	watermark	NOUN
fcis-13998	197	18	embedding	embed	VERB
fcis-13998	197	19	process	process	NOUN
fcis-13998	197	20	,	,	PUNCT
fcis-13998	197	21	such	such	ADJ
fcis-13998	197	22	as	as	ADP
fcis-13998	197	23	watermark	watermark	NOUN
fcis-13998	197	24	strength	strength	NOUN
fcis-13998	197	25	,	,	PUNCT
fcis-13998	197	26	embedding	embed	VERB
fcis-13998	197	27	rate	rate	NOUN
fcis-13998	197	28	,	,	PUNCT
fcis-13998	197	29	etc	etc	X
fcis-13998	197	30	.	.	X
fcis-13998	198	1	these	these	DET
fcis-13998	198	2	parameters	parameter	NOUN
fcis-13998	198	3	affect	affect	VERB
fcis-13998	198	4	the	the	DET
fcis-13998	198	5	visibility	visibility	NOUN
fcis-13998	198	6	and	and	CCONJ
fcis-13998	198	7	robustness	robustness	NOUN
fcis-13998	198	8	of	of	ADP
fcis-13998	198	9	the	the	DET
fcis-13998	198	10	watermark	watermark	NOUN
fcis-13998	198	11	.	.	PUNCT
fcis-13998	199	1	and	and	CCONJ
fcis-13998	199	2	c	c	X
fcis-13998	199	3	,	,	PUNCT
fcis-13998	199	4	image	image	NOUN
fcis-13998	199	5	processing	processing	NOUN
fcis-13998	199	6	,	,	PUNCT
fcis-13998	199	7	namely	namely	ADV
fcis-13998	199	8	embedding	embed	VERB
fcis-13998	199	9	the	the	DET
fcis-13998	199	10	selected	select	VERB
fcis-13998	199	11	image	image	NOUN
fcis-13998	199	12	by	by	ADP
fcis-13998	199	13	using	use	VERB
fcis-13998	199	14	a	a	DET
fcis-13998	199	15	digital	digital	ADJ
fcis-13998	199	16	watermarking	watermarking	NOUN
fcis-13998	199	17	algorithm	algorithm	NOUN
fcis-13998	199	18	.	.	PUNCT
fcis-13998	200	1	specific	specific	ADJ
fcis-13998	200	2	operations	operation	NOUN
fcis-13998	200	3	may	may	AUX
fcis-13998	200	4	include	include	VERB
fcis-13998	200	5	image	image	NOUN
fcis-13998	200	6	transformation	transformation	NOUN
fcis-13998	200	7	,	,	PUNCT
fcis-13998	200	8	frequency	frequency	NOUN
fcis-13998	200	9	domain	domain	NOUN
fcis-13998	200	10	embedding	embed	VERB
fcis-13998	200	11	or	or	CCONJ
fcis-13998	200	12	coding	coding	NOUN
fcis-13998	200	13	,	,	PUNCT
fcis-13998	200	14	and	and	CCONJ
fcis-13998	200	15	so	so	ADV
fcis-13998	200	16	on	on	ADV
fcis-13998	200	17	.	.	PUNCT
fcis-13998	201	1	the	the	DET
fcis-13998	201	2	embedded	embed	VERB
fcis-13998	201	3	image	image	NOUN
fcis-13998	201	4	will	will	AUX
fcis-13998	201	5	contain	contain	VERB
fcis-13998	201	6	digital	digital	ADJ
fcis-13998	201	7	watermark	watermark	NOUN
fcis-13998	201	8	information	information	NOUN
fcis-13998	201	9	.	.	PUNCT
fcis-13998	202	1	(	(	PUNCT
fcis-13998	202	2	3	3	X
fcis-13998	202	3	)	)	PUNCT
fcis-13998	202	4	extract	extract	VERB
fcis-13998	202	5	that	that	SCONJ
fcis-13998	202	6	digital	digital	ADJ
fcis-13998	202	7	watermark	watermark	NOUN
fcis-13998	202	8	.	.	PUNCT
fcis-13998	203	1	a	a	PRON
fcis-13998	203	2	,	,	PUNCT
fcis-13998	203	3	realizing	realize	VERB
fcis-13998	203	4	an	an	DET
fcis-13998	203	5	extraction	extraction	NOUN
fcis-13998	203	6	algorithm	algorithm	NOUN
fcis-13998	203	7	,	,	PUNCT
fcis-13998	203	8	namely	namely	ADV
fcis-13998	203	9	realize	realize	VERB
fcis-13998	203	10	a	a	DET
fcis-13998	203	11	corresponding	corresponding	ADJ
fcis-13998	203	12	digital	digital	ADJ
fcis-13998	203	13	watermark	watermark	NOUN
fcis-13998	203	14	extraction	extraction	NOUN
fcis-13998	203	15	algorithm	algorithm	NOUN
fcis-13998	203	16	according	accord	VERB
fcis-13998	203	17	to	to	ADP
fcis-13998	203	18	the	the	DET
fcis-13998	203	19	selected	select	VERB
fcis-13998	203	20	digital	digital	ADJ
fcis-13998	203	21	watermark	watermark	NOUN
fcis-13998	203	22	algorithm	algorithm	NOUN
fcis-13998	203	23	.	.	PUNCT
fcis-13998	204	1	the	the	DET
fcis-13998	204	2	algorithm	algorithm	NOUN
fcis-13998	204	3	should	should	AUX
fcis-13998	204	4	be	be	AUX
fcis-13998	204	5	able	able	ADJ
fcis-13998	204	6	to	to	PART
fcis-13998	204	7	accurately	accurately	ADV
fcis-13998	204	8	extract	extract	VERB
fcis-13998	204	9	the	the	DET
fcis-13998	204	10	watermark	watermark	NOUN
fcis-13998	204	11	information	information	NOUN
fcis-13998	204	12	from	from	ADP
fcis-13998	204	13	the	the	DET
fcis-13998	204	14	image	image	NOUN
fcis-13998	204	15	embedded	embed	VERB
fcis-13998	204	16	with	with	ADP
fcis-13998	204	17	digital	digital	ADJ
fcis-13998	204	18	watermark	watermark	NOUN
fcis-13998	204	19	.	.	PUNCT
fcis-13998	205	1	and	and	CCONJ
fcis-13998	205	2	b	b	NOUN
fcis-13998	205	3	,	,	PUNCT
fcis-13998	205	4	image	image	NOUN
fcis-13998	205	5	processing	processing	NOUN
fcis-13998	205	6	,	,	PUNCT
fcis-13998	205	7	namely	namely	ADV
fcis-13998	205	8	operating	operate	VERB
fcis-13998	205	9	the	the	DET
fcis-13998	205	10	image	image	NOUN
fcis-13998	205	11	embedded	embed	VERB
fcis-13998	205	12	with	with	ADP
fcis-13998	205	13	the	the	DET
fcis-13998	205	14	digital	digital	ADJ
fcis-13998	205	15	watermark	watermark	NOUN
fcis-13998	205	16	by	by	ADP
fcis-13998	205	17	using	use	VERB
fcis-13998	205	18	an	an	DET
fcis-13998	205	19	extraction	extraction	NOUN
fcis-13998	205	20	algorithm	algorithm	NOUN
fcis-13998	205	21	to	to	PART
fcis-13998	205	22	extract	extract	VERB
fcis-13998	205	23	digital	digital	ADJ
fcis-13998	205	24	watermark	watermark	NOUN
fcis-13998	205	25	information	information	NOUN
fcis-13998	205	26	.	.	PUNCT
fcis-13998	206	1	and	and	CCONJ
fcis-13998	206	2	c	c	X
fcis-13998	206	3	,	,	PUNCT
fcis-13998	206	4	comparing	compare	VERB
fcis-13998	206	5	and	and	CCONJ
fcis-13998	206	6	verifying	verifying	NOUN
fcis-13998	206	7	,	,	PUNCT
fcis-13998	206	8	namely	namely	ADV
fcis-13998	206	9	comparing	compare	VERB
fcis-13998	206	10	and	and	CCONJ
fcis-13998	206	11	verifying	verify	VERB
fcis-13998	206	12	the	the	DET
fcis-13998	206	13	extracted	extract	VERB
fcis-13998	206	14	digital	digital	ADJ
fcis-13998	206	15	watermark	watermark	NOUN
fcis-13998	206	16	with	with	ADP
fcis-13998	206	17	the	the	DET
fcis-13998	206	18	original	original	ADJ
fcis-13998	206	19	watermark	watermark	NOUN
fcis-13998	206	20	,	,	PUNCT
fcis-13998	206	21	and	and	CCONJ
fcis-13998	206	22	evaluating	evaluate	VERB
fcis-13998	206	23	the	the	DET
fcis-13998	206	24	accuracy	accuracy	NOUN
fcis-13998	206	25	and	and	CCONJ
fcis-13998	206	26	the	the	DET
fcis-13998	206	27	robustness	robustness	NOUN
fcis-13998	206	28	of	of	ADP
fcis-13998	206	29	extraction	extraction	NOUN
fcis-13998	206	30	.	.	PUNCT
fcis-13998	207	1	(	(	PUNCT
fcis-13998	207	2	4	4	X
fcis-13998	207	3	)	)	PUNCT
fcis-13998	207	4	evaluation	evaluation	NOUN
fcis-13998	207	5	and	and	CCONJ
fcis-13998	207	6	analysis	analysis	NOUN
fcis-13998	207	7	.	.	PUNCT
fcis-13998	208	1	a.	a.	NOUN
fcis-13998	208	2	performance	performance	NOUN
fcis-13998	208	3	evaluation	evaluation	NOUN
fcis-13998	208	4	:	:	PUNCT
fcis-13998	208	5	some	some	DET
fcis-13998	208	6	indexes	index	NOUN
fcis-13998	208	7	are	be	AUX
fcis-13998	208	8	used	use	VERB
fcis-13998	208	9	to	to	PART
fcis-13998	208	10	evaluate	evaluate	VERB
fcis-13998	208	11	the	the	DET
fcis-13998	208	12	performance	performance	NOUN
fcis-13998	208	13	of	of	ADP
fcis-13998	208	14	digital	digital	ADJ
fcis-13998	208	15	watermark	watermark	NOUN
fcis-13998	208	16	embedding	embed	VERB
fcis-13998	208	17	and	and	CCONJ
fcis-13998	208	18	extraction	extraction	NOUN
fcis-13998	208	19	,	,	PUNCT
fcis-13998	208	20	such	such	ADJ
fcis-13998	208	21	as	as	ADP
fcis-13998	208	22	embedding	embed	VERB
fcis-13998	208	23	rate	rate	NOUN
fcis-13998	208	24	,	,	PUNCT
fcis-13998	208	25	extraction	extraction	NOUN
fcis-13998	208	26	rate	rate	NOUN
fcis-13998	208	27	,	,	PUNCT
fcis-13998	208	28	distortion	distortion	NOUN
fcis-13998	208	29	,	,	PUNCT
fcis-13998	208	30	anti	anti	ADJ
fcis-13998	208	31	-	-	ADJ
fcis-13998	208	32	attack	attack	ADJ
fcis-13998	208	33	,	,	PUNCT
fcis-13998	208	34	etc	etc	X
fcis-13998	208	35	.	.	X
fcis-13998	209	1	these	these	DET
fcis-13998	209	2	indicators	indicator	NOUN
fcis-13998	209	3	can	can	AUX
fcis-13998	209	4	measure	measure	VERB
fcis-13998	209	5	the	the	DET
fcis-13998	209	6	effect	effect	NOUN
fcis-13998	209	7	of	of	ADP
fcis-13998	209	8	digital	digital	ADJ
fcis-13998	209	9	watermarking	watermarking	NOUN
fcis-13998	209	10	algorithm	algorithm	NOUN
fcis-13998	209	11	.	.	PUNCT
fcis-13998	210	1	b.	b.	PROPN
fcis-13998	210	2	result	result	PROPN
fcis-13998	210	3	analysis	analysis	NOUN
fcis-13998	210	4	:	:	PUNCT
fcis-13998	210	5	analyze	analyze	VERB
fcis-13998	210	6	and	and	CCONJ
fcis-13998	210	7	summarize	summarize	VERB
fcis-13998	210	8	the	the	DET
fcis-13998	210	9	experimental	experimental	ADJ
fcis-13998	210	10	results	result	NOUN
fcis-13998	210	11	according	accord	VERB
fcis-13998	210	12	to	to	ADP
fcis-13998	210	13	the	the	DET
fcis-13998	210	14	results	result	NOUN
fcis-13998	210	15	of	of	ADP
fcis-13998	210	16	the	the	DET
fcis-13998	210	17	evaluation	evaluation	NOUN
fcis-13998	210	18	indicators	indicator	NOUN
fcis-13998	210	19	.	.	PUNCT
fcis-13998	211	1	we	we	PRON
fcis-13998	211	2	can	can	AUX
fcis-13998	211	3	discuss	discuss	VERB
fcis-13998	211	4	the	the	DET
fcis-13998	211	5	applicability	applicability	NOUN
fcis-13998	211	6	,	,	PUNCT
fcis-13998	211	7	advantages	advantage	NOUN
fcis-13998	211	8	and	and	CCONJ
fcis-13998	211	9	disadvantages	disadvantage	NOUN
fcis-13998	211	10	of	of	ADP
fcis-13998	211	11	digital	digital	ADJ
fcis-13998	211	12	watermarking	watermarking	NOUN
fcis-13998	211	13	algorithm	algorithm	NOUN
fcis-13998	211	14	in	in	ADP
fcis-13998	211	15	different	different	ADJ
fcis-13998	211	16	scenarios	scenario	NOUN
fcis-13998	211	17	,	,	PUNCT
fcis-13998	211	18	as	as	ADV
fcis-13998	211	19	well	well	ADV
fcis-13998	211	20	as	as	ADP
fcis-13998	211	21	the	the	DET
fcis-13998	211	22	direction	direction	NOUN
fcis-13998	211	23	of	of	ADP
fcis-13998	211	24	improvement	improvement	NOUN
fcis-13998	211	25	.	.	PUNCT
fcis-13998	212	1	4.3	4.3	NUM
fcis-13998	212	2	.	.	PUNCT
fcis-13998	212	3	forgery	forgery	NOUN
fcis-13998	212	4	detection	detection	NOUN
fcis-13998	212	5	experiment	experiment	NOUN
fcis-13998	212	6	and	and	CCONJ
fcis-13998	212	7	result	result	VERB
fcis-13998	212	8	analysis	analysis	NOUN
fcis-13998	212	9	4.3.1	4.3.1	NUM
fcis-13998	212	10	.	.	PUNCT
fcis-13998	213	1	design	design	NOUN
fcis-13998	213	2	of	of	ADP
fcis-13998	213	3	experiment	experiment	NOUN
fcis-13998	213	4	the	the	DET
fcis-13998	213	5	purpose	purpose	NOUN
fcis-13998	213	6	of	of	ADP
fcis-13998	213	7	this	this	DET
fcis-13998	213	8	experiment	experiment	NOUN
fcis-13998	213	9	is	be	AUX
fcis-13998	213	10	to	to	PART
fcis-13998	213	11	explore	explore	VERB
fcis-13998	213	12	the	the	DET
fcis-13998	213	13	accuracy	accuracy	NOUN
fcis-13998	213	14	and	and	CCONJ
fcis-13998	213	15	robustness	robustness	NOUN
fcis-13998	213	16	of	of	ADP
fcis-13998	213	17	forgery	forgery	NOUN
fcis-13998	213	18	detection	detection	NOUN
fcis-13998	213	19	technology	technology	NOUN
fcis-13998	213	20	,	,	PUNCT
fcis-13998	213	21	and	and	CCONJ
fcis-13998	213	22	evaluate	evaluate	VERB
fcis-13998	213	23	its	its	PRON
fcis-13998	213	24	feasibility	feasibility	NOUN
fcis-13998	213	25	and	and	CCONJ
fcis-13998	213	26	effect	effect	NOUN
fcis-13998	213	27	in	in	ADP
fcis-13998	213	28	practical	practical	ADJ
fcis-13998	213	29	application	application	NOUN
fcis-13998	213	30	through	through	ADP
fcis-13998	213	31	the	the	DET
fcis-13998	213	32	analysis	analysis	NOUN
fcis-13998	213	33	of	of	ADP
fcis-13998	213	34	the	the	DET
fcis-13998	213	35	results	result	NOUN
fcis-13998	213	36	.	.	PUNCT
fcis-13998	214	1	(	(	PUNCT
fcis-13998	214	2	1	1	X
fcis-13998	214	3	)	)	PUNCT
fcis-13998	214	4	problem	problem	NOUN
fcis-13998	214	5	definition	definition	NOUN
fcis-13998	214	6	.	.	PUNCT
fcis-13998	215	1	specify	specify	VERB
fcis-13998	215	2	the	the	DET
fcis-13998	215	3	forgery	forgery	NOUN
fcis-13998	215	4	detection	detection	NOUN
fcis-13998	215	5	problem	problem	NOUN
fcis-13998	215	6	to	to	PART
fcis-13998	215	7	be	be	AUX
fcis-13998	215	8	solved	solve	VERB
fcis-13998	215	9	,	,	PUNCT
fcis-13998	215	10	such	such	ADJ
fcis-13998	215	11	as	as	ADP
fcis-13998	215	12	image	image	NOUN
fcis-13998	215	13	tampering	tampering	NOUN
fcis-13998	215	14	,	,	PUNCT
fcis-13998	215	15	audio	audio	ADJ
fcis-13998	215	16	forgery	forgery	NOUN
fcis-13998	215	17	,	,	PUNCT
fcis-13998	215	18	or	or	CCONJ
fcis-13998	215	19	video	video	NOUN
fcis-13998	215	20	obfuscation	obfuscation	NOUN
fcis-13998	215	21	.	.	PUNCT
fcis-13998	216	1	(	(	PUNCT
fcis-13998	216	2	2	2	X
fcis-13998	216	3	)	)	PUNCT
fcis-13998	216	4	data	datum	NOUN
fcis-13998	216	5	set	set	VERB
fcis-13998	216	6	preparation	preparation	NOUN
fcis-13998	216	7	.	.	PUNCT
fcis-13998	217	1	select	select	VERB
fcis-13998	217	2	the	the	DET
fcis-13998	217	3	data	datum	NOUN
fcis-13998	217	4	set	set	VERB
fcis-13998	217	5	containing	contain	VERB
fcis-13998	217	6	the	the	DET
fcis-13998	217	7	original	original	ADJ
fcis-13998	217	8	sample	sample	NOUN
fcis-13998	217	9	and	and	CCONJ
fcis-13998	217	10	the	the	DET
fcis-13998	217	11	forged	forge	VERB
fcis-13998	217	12	sample	sample	NOUN
fcis-13998	217	13	.	.	PUNCT
fcis-13998	218	1	ensure	ensure	VERB
fcis-13998	218	2	that	that	SCONJ
fcis-13998	218	3	the	the	DET
fcis-13998	218	4	data	datum	NOUN
fcis-13998	218	5	set	set	VERB
fcis-13998	218	6	contains	contain	VERB
fcis-13998	218	7	various	various	ADJ
fcis-13998	218	8	types	type	NOUN
fcis-13998	218	9	of	of	ADP
fcis-13998	218	10	fake	fake	ADJ
fcis-13998	218	11	samples	sample	NOUN
fcis-13998	218	12	with	with	ADP
fcis-13998	218	13	sufficient	sufficient	ADJ
fcis-13998	218	14	similarity	similarity	NOUN
fcis-13998	218	15	to	to	ADP
fcis-13998	218	16	the	the	DET
fcis-13998	218	17	original	original	ADJ
fcis-13998	218	18	sample	sample	NOUN
fcis-13998	218	19	.	.	PUNCT
fcis-13998	219	1	(	(	PUNCT
fcis-13998	219	2	3	3	X
fcis-13998	219	3	)	)	PUNCT
fcis-13998	219	4	feature	feature	NOUN
fcis-13998	219	5	extraction	extraction	NOUN
fcis-13998	219	6	.	.	PUNCT
fcis-13998	220	1	feature	feature	NOUN
fcis-13998	220	2	are	be	AUX
fcis-13998	220	3	extracted	extract	VERB
fcis-13998	220	4	from	from	ADP
fcis-13998	220	5	that	that	DET
fcis-13998	220	6	original	original	ADJ
fcis-13998	220	7	sample	sample	NOUN
fcis-13998	220	8	and	and	CCONJ
fcis-13998	220	9	the	the	DET
fcis-13998	220	10	fake	fake	ADJ
fcis-13998	220	11	samples	sample	NOUN
fcis-13998	220	12	.	.	PUNCT
fcis-13998	221	1	the	the	DET
fcis-13998	221	2	features	feature	NOUN
fcis-13998	221	3	may	may	AUX
fcis-13998	221	4	include	include	VERB
fcis-13998	221	5	textures	texture	NOUN
fcis-13998	221	6	of	of	ADP
fcis-13998	221	7	the	the	DET
fcis-13998	221	8	image	image	NOUN
fcis-13998	221	9	,	,	PUNCT
fcis-13998	221	10	color	color	NOUN
fcis-13998	221	11	histograms	histogram	NOUN
fcis-13998	221	12	,	,	PUNCT
fcis-13998	221	13	spectral	spectral	ADJ
fcis-13998	221	14	features	feature	NOUN
fcis-13998	221	15	of	of	ADP
fcis-13998	221	16	the	the	DET
fcis-13998	221	17	audio	audio	NOUN
fcis-13998	221	18	,	,	PUNCT
fcis-13998	221	19	and	and	CCONJ
fcis-13998	221	20	the	the	DET
fcis-13998	221	21	like	like	ADJ
fcis-13998	221	22	.	.	PUNCT
fcis-13998	222	1	(	(	PUNCT
fcis-13998	222	2	4	4	X
fcis-13998	222	3	)	)	PUNCT
fcis-13998	222	4	classifier	classifier	NOUN
fcis-13998	222	5	training	training	NOUN
fcis-13998	222	6	.	.	PUNCT
fcis-13998	223	1	training	train	VERB
fcis-13998	223	2	a	a	DET
fcis-13998	223	3	classifier	classifier	NOUN
fcis-13998	223	4	model	model	NOUN
fcis-13998	223	5	by	by	ADP
fcis-13998	223	6	using	use	VERB
fcis-13998	223	7	the	the	DET
fcis-13998	223	8	extracted	extract	VERB
fcis-13998	223	9	features	feature	NOUN
fcis-13998	223	10	and	and	CCONJ
fcis-13998	223	11	the	the	DET
fcis-13998	223	12	labeled	label	VERB
fcis-13998	223	13	original	original	ADJ
fcis-13998	223	14	/	/	SYM
fcis-13998	223	15	fake	fake	ADJ
fcis-13998	223	16	samples	sample	NOUN
fcis-13998	223	17	.	.	PUNCT
fcis-13998	224	1	the	the	DET
fcis-13998	224	2	commonly	commonly	ADV
fcis-13998	224	3	used	use	VERB
fcis-13998	224	4	classifiers	classifier	NOUN
fcis-13998	224	5	include	include	VERB
fcis-13998	224	6	support	support	NOUN
fcis-13998	224	7	vector	vector	NOUN
fcis-13998	224	8	machine	machine	NOUN
fcis-13998	224	9	(	(	PUNCT
fcis-13998	224	10	svm	svm	PROPN
fcis-13998	224	11	)	)	PUNCT
fcis-13998	224	12	,	,	PUNCT
fcis-13998	224	13	random	random	ADJ
fcis-13998	224	14	forest	forest	NOUN
fcis-13998	224	15	and	and	CCONJ
fcis-13998	224	16	so	so	ADV
fcis-13998	224	17	on	on	ADV
fcis-13998	224	18	.	.	PUNCT
fcis-13998	225	1	4.3.2	4.3.2	X
fcis-13998	225	2	.	.	PUNCT
fcis-13998	226	1	experimental	experimental	ADJ
fcis-13998	226	2	evaluation	evaluation	NOUN
fcis-13998	226	3	evaluation	evaluation	NOUN
fcis-13998	226	4	metrics	metric	NOUN
fcis-13998	226	5	are	be	AUX
fcis-13998	226	6	used	use	VERB
fcis-13998	226	7	to	to	PART
fcis-13998	226	8	evaluate	evaluate	VERB
fcis-13998	226	9	the	the	DET
fcis-13998	226	10	performance	performance	NOUN
fcis-13998	226	11	of	of	ADP
fcis-13998	226	12	the	the	DET
fcis-13998	226	13	classifier	classifier	NOUN
fcis-13998	226	14	,	,	PUNCT
fcis-13998	226	15	such	such	ADJ
fcis-13998	226	16	as	as	ADP
fcis-13998	226	17	precision	precision	NOUN
fcis-13998	226	18	,	,	PUNCT
fcis-13998	226	19	recall	recall	NOUN
fcis-13998	226	20	,	,	PUNCT
fcis-13998	226	21	f1	f1	NOUN
fcis-13998	226	22	value	value	NOUN
fcis-13998	226	23	,	,	PUNCT
fcis-13998	226	24	etc	etc	X
fcis-13998	226	25	.	.	X
fcis-13998	227	1	(	(	PUNCT
fcis-13998	227	2	1	1	X
fcis-13998	227	3	)	)	PUNCT
fcis-13998	227	4	accuracy	accuracy	NOUN
fcis-13998	227	5	rate	rate	NOUN
fcis-13998	227	6	.	.	PUNCT
fcis-13998	228	1	the	the	DET
fcis-13998	228	2	accuracy	accuracy	NOUN
fcis-13998	228	3	rate	rate	NOUN
fcis-13998	228	4	is	be	AUX
fcis-13998	228	5	the	the	DET
fcis-13998	228	6	proportion	proportion	NOUN
fcis-13998	228	7	of	of	ADP
fcis-13998	228	8	the	the	DET
fcis-13998	228	9	number	number	NOUN
fcis-13998	228	10	of	of	ADP
fcis-13998	228	11	samples	sample	NOUN
fcis-13998	228	12	correctly	correctly	ADV
fcis-13998	228	13	predicted	predict	VERB
fcis-13998	228	14	by	by	ADP
fcis-13998	228	15	the	the	DET
fcis-13998	228	16	classifier	classifier	NOUN
fcis-13998	228	17	to	to	ADP
fcis-13998	228	18	the	the	DET
fcis-13998	228	19	total	total	ADJ
fcis-13998	228	20	number	number	NOUN
fcis-13998	228	21	of	of	ADP
fcis-13998	228	22	samples	sample	NOUN
fcis-13998	228	23	,	,	PUNCT
fcis-13998	228	24	that	that	ADV
fcis-13998	228	25	is	is	ADV
fcis-13998	228	26	,	,	PUNCT
fcis-13998	228	27	(	(	PUNCT
fcis-13998	228	28	true	true	ADJ
fcis-13998	228	29	positive	positive	ADJ
fcis-13998	228	30	examples	example	NOUN
fcis-13998	228	31	+	+	CCONJ
fcis-13998	228	32	true	true	ADJ
fcis-13998	228	33	negative	negative	ADJ
fcis-13998	228	34	examples)/total	examples)/total	ADJ
fcis-13998	228	35	number	number	NOUN
fcis-13998	228	36	of	of	ADP
fcis-13998	228	37	samples	sample	NOUN
fcis-13998	228	38	.	.	PUNCT
fcis-13998	229	1	(	(	PUNCT
fcis-13998	229	2	2	2	X
fcis-13998	229	3	)	)	PUNCT
fcis-13998	229	4	recall	recall	NOUN
fcis-13998	229	5	rate	rate	NOUN
fcis-13998	229	6	.	.	PUNCT
fcis-13998	230	1	recall	recall	NOUN
fcis-13998	230	2	rate	rate	NOUN
fcis-13998	230	3	measures	measure	NOUN
fcis-13998	230	4	the	the	DET
fcis-13998	230	5	prediction	prediction	NOUN
fcis-13998	230	6	ability	ability	NOUN
fcis-13998	230	7	of	of	ADP
fcis-13998	230	8	the	the	DET
fcis-13998	230	9	classifier	classifier	NOUN
fcis-13998	230	10	for	for	ADP
fcis-13998	230	11	positive	positive	ADJ
fcis-13998	230	12	samples	sample	NOUN
fcis-13998	230	13	,	,	PUNCT
fcis-13998	230	14	that	that	ADV
fcis-13998	230	15	is	is	ADV
fcis-13998	230	16	,	,	PUNCT
fcis-13998	230	17	the	the	DET
fcis-13998	230	18	proportion	proportion	NOUN
fcis-13998	230	19	of	of	ADP
fcis-13998	230	20	the	the	DET
fcis-13998	230	21	number	number	NOUN
fcis-13998	230	22	of	of	ADP
fcis-13998	230	23	samples	sample	NOUN
fcis-13998	230	24	correctly	correctly	ADV
fcis-13998	230	25	predicted	predict	VERB
fcis-13998	230	26	as	as	ADP
fcis-13998	230	27	positive	positive	ADJ
fcis-13998	230	28	samples	sample	NOUN
fcis-13998	230	29	to	to	ADP
fcis-13998	230	30	the	the	DET
fcis-13998	230	31	number	number	NOUN
fcis-13998	230	32	of	of	ADP
fcis-13998	230	33	all	all	DET
fcis-13998	230	34	actual	actual	ADJ
fcis-13998	230	35	positive	positive	ADJ
fcis-13998	230	36	samples	sample	NOUN
fcis-13998	230	37	,	,	PUNCT
fcis-13998	230	38	and	and	CCONJ
fcis-13998	230	39	the	the	DET
fcis-13998	230	40	calculation	calculation	NOUN
fcis-13998	230	41	formula	formula	NOUN
fcis-13998	230	42	is	be	AUX
fcis-13998	230	43	true	true	ADJ
fcis-13998	230	44	positive	positive	ADJ
fcis-13998	230	45	examples/	examples/	NOUN
fcis-13998	230	46	(	(	PUNCT
fcis-13998	230	47	true	true	ADJ
fcis-13998	230	48	examples	example	NOUN
fcis-13998	230	49	+	+	CCONJ
fcis-13998	230	50	false	false	ADJ
fcis-13998	230	51	counterexamples	counterexample	NOUN
fcis-13998	230	52	)	)	PUNCT
fcis-13998	230	53	.	.	PUNCT
fcis-13998	231	1	(	(	PUNCT
fcis-13998	231	2	3	3	X
fcis-13998	231	3	)	)	PUNCT
fcis-13998	231	4	accuracy	accuracy	NOUN
fcis-13998	231	5	rate	rate	NOUN
fcis-13998	231	6	.	.	PUNCT
fcis-13998	232	1	the	the	DET
fcis-13998	232	2	accuracy	accuracy	NOUN
fcis-13998	232	3	rate	rate	NOUN
fcis-13998	232	4	represents	represent	VERB
fcis-13998	232	5	the	the	DET
fcis-13998	232	6	proportion	proportion	NOUN
fcis-13998	232	7	of	of	ADP
fcis-13998	232	8	the	the	DET
fcis-13998	232	9	real	real	ADJ
fcis-13998	232	10	positive	positive	ADJ
fcis-13998	232	11	samples	sample	NOUN
fcis-13998	232	12	in	in	ADP
fcis-13998	232	13	the	the	DET
fcis-13998	232	14	positive	positive	ADJ
fcis-13998	232	15	samples	sample	NOUN
fcis-13998	232	16	predicted	predict	VERB
fcis-13998	232	17	by	by	ADP
fcis-13998	232	18	the	the	DET
fcis-13998	232	19	classifier	classifier	NOUN
fcis-13998	232	20	,	,	PUNCT
fcis-13998	232	21	that	that	ADV
fcis-13998	232	22	is	is	ADV
fcis-13998	232	23	,	,	PUNCT
fcis-13998	232	24	the	the	DET
fcis-13998	232	25	proportion	proportion	NOUN
fcis-13998	232	26	of	of	ADP
fcis-13998	232	27	the	the	DET
fcis-13998	232	28	real	real	ADJ
fcis-13998	232	29	positive	positive	ADJ
fcis-13998	232	30	samples	sample	NOUN
fcis-13998	232	31	to	to	ADP
fcis-13998	232	32	all	all	DET
fcis-13998	232	33	the	the	DET
fcis-13998	232	34	samples	sample	NOUN
fcis-13998	232	35	predicted	predict	VERB
fcis-13998	232	36	as	as	ADP
fcis-13998	232	37	positive	positive	ADJ
fcis-13998	232	38	samples	sample	NOUN
fcis-13998	232	39	.	.	PUNCT
fcis-13998	233	1	the	the	DET
fcis-13998	233	2	calculation	calculation	NOUN
fcis-13998	233	3	formula	formula	NOUN
fcis-13998	233	4	is	be	AUX
fcis-13998	233	5	real	real	ADV
fcis-13998	233	6	positive	positive	ADJ
fcis-13998	233	7	samples/	samples/	NUM
fcis-13998	233	8	(	(	PUNCT
fcis-13998	233	9	real	real	ADJ
fcis-13998	233	10	positive	positive	ADJ
fcis-13998	233	11	samples	sample	NOUN
fcis-13998	233	12	+	+	CCONJ
fcis-13998	233	13	false	false	ADJ
fcis-13998	233	14	positive	positive	ADJ
fcis-13998	233	15	samples	sample	NOUN
fcis-13998	233	16	)	)	PUNCT
fcis-13998	233	17	.	.	PUNCT
fcis-13998	234	1	(	(	PUNCT
fcis-13998	234	2	4	4	X
fcis-13998	234	3	)	)	PUNCT
fcis-13998	234	4	f1	f1	NOUN
fcis-13998	234	5	score	score	NOUN
fcis-13998	234	6	.	.	PUNCT
fcis-13998	235	1	f1	f1	ADJ
fcis-13998	235	2	score	score	NOUN
fcis-13998	235	3	is	be	AUX
fcis-13998	235	4	an	an	DET
fcis-13998	235	5	indicator	indicator	NOUN
fcis-13998	235	6	that	that	PRON
fcis-13998	235	7	comprehensively	comprehensively	ADV
fcis-13998	235	8	considers	consider	VERB
fcis-13998	235	9	the	the	DET
fcis-13998	235	10	precision	precision	NOUN
fcis-13998	235	11	rate	rate	NOUN
fcis-13998	235	12	and	and	CCONJ
fcis-13998	235	13	the	the	DET
fcis-13998	235	14	recall	recall	NOUN
fcis-13998	235	15	rate	rate	NOUN
fcis-13998	235	16	.	.	PUNCT
fcis-13998	236	1	it	it	PRON
fcis-13998	236	2	is	be	AUX
fcis-13998	236	3	the	the	DET
fcis-13998	236	4	harmonic	harmonic	ADJ
fcis-13998	236	5	mean	mean	NOUN
fcis-13998	236	6	of	of	ADP
fcis-13998	236	7	the	the	DET
fcis-13998	236	8	precision	precision	NOUN
fcis-13998	236	9	rate	rate	NOUN
fcis-13998	236	10	and	and	CCONJ
fcis-13998	236	11	the	the	DET
fcis-13998	236	12	recall	recall	NOUN
fcis-13998	236	13	rate	rate	NOUN
fcis-13998	236	14	.	.	PUNCT
fcis-13998	237	1	the	the	DET
fcis-13998	237	2	calculation	calculation	NOUN
fcis-13998	237	3	formula	formula	NOUN
fcis-13998	237	4	is	be	AUX
fcis-13998	237	5	2	2	NUM
fcis-13998	237	6	*	*	PUNCT
fcis-13998	237	7	(	(	PUNCT
fcis-13998	237	8	precision	precision	NOUN
fcis-13998	237	9	rate	rate	NOUN
fcis-13998	237	10	*	*	PUNCT
fcis-13998	237	11	recall	recall	PROPN
fcis-13998	237	12	rate)/	rate)/	PROPN
fcis-13998	237	13	(	(	PUNCT
fcis-13998	237	14	precision	precision	NOUN
fcis-13998	237	15	rate	rate	NOUN
fcis-13998	237	16	+	+	CCONJ
fcis-13998	237	17	recall	recall	NOUN
fcis-13998	237	18	rate	rate	NOUN
fcis-13998	237	19	)	)	PUNCT
fcis-13998	237	20	.	.	PUNCT
fcis-13998	238	1	4.3.3	4.3.3	X
fcis-13998	238	2	.	.	PUNCT
fcis-13998	238	3	experimental	experimental	ADJ
fcis-13998	238	4	procedure	procedure	NOUN
fcis-13998	238	5	the	the	DET
fcis-13998	238	6	specific	specific	ADJ
fcis-13998	238	7	process	process	NOUN
fcis-13998	238	8	of	of	ADP
fcis-13998	238	9	the	the	DET
fcis-13998	238	10	forgery	forgery	NOUN
fcis-13998	238	11	detection	detection	NOUN
fcis-13998	238	12	experiment	experiment	NOUN
fcis-13998	238	13	is	be	AUX
fcis-13998	238	14	as	as	SCONJ
fcis-13998	238	15	follows	follow	VERB
fcis-13998	238	16	:	:	PUNCT
fcis-13998	238	17	(	(	PUNCT
fcis-13998	238	18	1	1	X
fcis-13998	238	19	)	)	PUNCT
fcis-13998	238	20	data	datum	NOUN
fcis-13998	238	21	set	set	NOUN
fcis-13998	238	22	division	division	NOUN
fcis-13998	238	23	.	.	PUNCT
fcis-13998	239	1	the	the	DET
fcis-13998	239	2	data	datum	NOUN
fcis-13998	239	3	set	set	VERB
fcis-13998	239	4	is	be	AUX
fcis-13998	239	5	divided	divide	VERB
fcis-13998	239	6	into	into	ADP
fcis-13998	239	7	a	a	DET
fcis-13998	239	8	training	training	NOUN
fcis-13998	239	9	set	set	NOUN
fcis-13998	239	10	and	and	CCONJ
fcis-13998	239	11	a	a	DET
fcis-13998	239	12	test	test	NOUN
fcis-13998	239	13	set	set	NOUN
fcis-13998	239	14	.	.	PUNCT
fcis-13998	240	1	cross	cross	NOUN
fcis-13998	240	2	-	-	NOUN
fcis-13998	240	3	validation	validation	NOUN
fcis-13998	240	4	is	be	AUX
fcis-13998	240	5	usually	usually	ADV
fcis-13998	240	6	used	use	VERB
fcis-13998	240	7	to	to	PART
fcis-13998	240	8	ensure	ensure	VERB
fcis-13998	240	9	the	the	DET
fcis-13998	240	10	reliability	reliability	NOUN
fcis-13998	240	11	of	of	ADP
fcis-13998	240	12	the	the	DET
fcis-13998	240	13	experimental	experimental	ADJ
fcis-13998	240	14	results	result	NOUN
fcis-13998	240	15	.	.	PUNCT
fcis-13998	241	1	(	(	PUNCT
fcis-13998	241	2	2	2	X
fcis-13998	241	3	)	)	PUNCT
fcis-13998	241	4	feature	feature	NOUN
fcis-13998	241	5	extraction	extraction	NOUN
fcis-13998	241	6	.	.	PUNCT
fcis-13998	242	1	feature	feature	NOUN
fcis-13998	242	2	is	be	AUX
fcis-13998	242	3	extracted	extract	VERB
fcis-13998	242	4	from	from	ADP
fcis-13998	242	5	that	that	DET
fcis-13998	242	6	original	original	ADJ
fcis-13998	242	7	sample	sample	NOUN
fcis-13998	242	8	and	and	CCONJ
fcis-13998	242	9	the	the	DET
fcis-13998	242	10	fake	fake	ADJ
fcis-13998	242	11	samples	sample	NOUN
fcis-13998	242	12	.	.	PUNCT
fcis-13998	243	1	these	these	DET
fcis-13998	243	2	features	feature	NOUN
fcis-13998	243	3	should	should	AUX
fcis-13998	243	4	be	be	AUX
fcis-13998	243	5	able	able	ADJ
fcis-13998	243	6	to	to	PART
fcis-13998	243	7	capture	capture	VERB
fcis-13998	243	8	the	the	DET
fcis-13998	243	9	difference	difference	NOUN
fcis-13998	243	10	between	between	ADP
fcis-13998	243	11	the	the	DET
fcis-13998	243	12	original	original	ADJ
fcis-13998	243	13	sample	sample	NOUN
fcis-13998	243	14	and	and	CCONJ
fcis-13998	243	15	the	the	DET
fcis-13998	243	16	fake	fake	ADJ
fcis-13998	243	17	sample	sample	NOUN
fcis-13998	243	18	.	.	PUNCT
fcis-13998	244	1	for	for	ADP
fcis-13998	244	2	example	example	NOUN
fcis-13998	244	3	,	,	PUNCT
fcis-13998	244	4	the	the	DET
fcis-13998	244	5	researchers	researcher	NOUN
fcis-13998	244	6	found	find	VERB
fcis-13998	244	7	two	two	NUM
fcis-13998	244	8	graphs	graph	NOUN
fcis-13998	244	9	in	in	ADP
fcis-13998	244	10	the	the	DET
fcis-13998	244	11	sample	sample	NOUN
fcis-13998	244	12	and	and	CCONJ
fcis-13998	244	13	extracted	extract	VERB
fcis-13998	244	14	their	their	PRON
fcis-13998	244	15	characteristics	characteristic	NOUN
fcis-13998	244	16	as	as	SCONJ
fcis-13998	244	17	shown	show	VERB
fcis-13998	244	18	in	in	ADP
fcis-13998	244	19	the	the	DET
fcis-13998	244	20	following	follow	VERB
fcis-13998	244	21	figure	figure	NOUN
fcis-13998	244	22	.	.	PUNCT
fcis-13998	245	1	figure	figure	VERB
fcis-13998	245	2	4	4	NUM
fcis-13998	245	3	.	.	PUNCT
fcis-13998	245	4	location	location	NOUN
fcis-13998	245	5	information	information	NOUN
fcis-13998	245	6	105	105	NUM
fcis-13998	245	7	figure	figure	NOUN
fcis-13998	245	8	5	5	NUM
fcis-13998	245	9	.	.	PUNCT
fcis-13998	245	10	probability	probability	NOUN
fcis-13998	245	11	distribution	distribution	NOUN
fcis-13998	245	12	of	of	ADP
fcis-13998	245	13	rgb	rgb	PROPN
fcis-13998	245	14	three	three	NUM
fcis-13998	245	15	-	-	PUNCT
fcis-13998	245	16	channel	channel	NOUN
fcis-13998	245	17	pixels	pixel	NOUN
fcis-13998	245	18	figure	figure	NOUN
fcis-13998	245	19	6	6	NUM
fcis-13998	245	20	.	.	PUNCT
fcis-13998	246	1	color	color	NOUN
fcis-13998	246	2	histogram	histogram	NOUN
fcis-13998	246	3	(	(	PUNCT
fcis-13998	246	4	3	3	NUM
fcis-13998	246	5	)	)	PUNCT
fcis-13998	246	6	feature	feature	NOUN
fcis-13998	246	7	selection	selection	NOUN
fcis-13998	246	8	.	.	PUNCT
fcis-13998	247	1	select	select	VERB
fcis-13998	247	2	the	the	DET
fcis-13998	247	3	appropriate	appropriate	ADJ
fcis-13998	247	4	feature	feature	NOUN
fcis-13998	247	5	subset	subset	NOUN
fcis-13998	247	6	according	accord	VERB
fcis-13998	247	7	to	to	ADP
fcis-13998	247	8	the	the	DET
fcis-13998	247	9	experimental	experimental	ADJ
fcis-13998	247	10	requirements	requirement	NOUN
fcis-13998	247	11	and	and	CCONJ
fcis-13998	247	12	the	the	DET
fcis-13998	247	13	algorithm	algorithm	NOUN
fcis-13998	247	14	to	to	PART
fcis-13998	247	15	reduce	reduce	VERB
fcis-13998	247	16	the	the	DET
fcis-13998	247	17	dimension	dimension	NOUN
fcis-13998	247	18	and	and	CCONJ
fcis-13998	247	19	improve	improve	VERB
fcis-13998	247	20	the	the	DET
fcis-13998	247	21	performance	performance	NOUN
fcis-13998	247	22	of	of	ADP
fcis-13998	247	23	the	the	DET
fcis-13998	247	24	classifier	classifier	NOUN
fcis-13998	247	25	.	.	PUNCT
fcis-13998	248	1	(	(	PUNCT
fcis-13998	248	2	4	4	X
fcis-13998	248	3	)	)	PUNCT
fcis-13998	248	4	classifier	classifier	NOUN
fcis-13998	248	5	training	training	NOUN
fcis-13998	248	6	.	.	PUNCT
fcis-13998	249	1	train	train	VERB
fcis-13998	249	2	a	a	DET
fcis-13998	249	3	classifier	classifier	NOUN
fcis-13998	249	4	model	model	NOUN
fcis-13998	249	5	using	use	VERB
fcis-13998	249	6	the	the	DET
fcis-13998	249	7	features	feature	NOUN
fcis-13998	249	8	and	and	CCONJ
fcis-13998	249	9	labels	label	NOUN
fcis-13998	249	10	of	of	ADP
fcis-13998	249	11	the	the	DET
fcis-13998	249	12	training	training	NOUN
fcis-13998	249	13	set	set	NOUN
fcis-13998	249	14	.	.	PUNCT
fcis-13998	250	1	it	it	PRON
fcis-13998	250	2	can	can	AUX
fcis-13998	250	3	be	be	AUX
fcis-13998	250	4	trained	train	VERB
fcis-13998	250	5	using	use	VERB
fcis-13998	250	6	common	common	ADJ
fcis-13998	250	7	machine	machine	NOUN
fcis-13998	250	8	learning	learning	NOUN
fcis-13998	250	9	algorithms	algorithm	NOUN
fcis-13998	250	10	,	,	PUNCT
fcis-13998	250	11	such	such	ADJ
fcis-13998	250	12	as	as	ADP
fcis-13998	250	13	support	support	NOUN
fcis-13998	250	14	vector	vector	NOUN
fcis-13998	250	15	machines	machine	NOUN
fcis-13998	250	16	,	,	PUNCT
fcis-13998	250	17	random	random	ADJ
fcis-13998	250	18	forests	forest	NOUN
fcis-13998	250	19	,	,	PUNCT
fcis-13998	250	20	etc	etc	X
fcis-13998	250	21	.	.	X
fcis-13998	250	22	figure	figure	VERB
fcis-13998	250	23	7	7	NUM
fcis-13998	250	24	.	.	PUNCT
fcis-13998	250	25	random	random	ADJ
fcis-13998	250	26	forest	forest	NOUN
fcis-13998	250	27	training	training	NOUN
fcis-13998	250	28	diagram	diagram	NOUN
fcis-13998	250	29	(	(	PUNCT
fcis-13998	250	30	5	5	NUM
fcis-13998	250	31	)	)	PUNCT
fcis-13998	250	32	classifier	classifier	NOUN
fcis-13998	250	33	test	test	NOUN
fcis-13998	250	34	.	.	PUNCT
fcis-13998	251	1	the	the	DET
fcis-13998	251	2	features	feature	NOUN
fcis-13998	251	3	of	of	ADP
fcis-13998	251	4	the	the	DET
fcis-13998	251	5	test	test	NOUN
fcis-13998	251	6	set	set	NOUN
fcis-13998	251	7	are	be	AUX
fcis-13998	251	8	used	use	VERB
fcis-13998	251	9	as	as	ADP
fcis-13998	251	10	input	input	NOUN
fcis-13998	251	11	,	,	PUNCT
fcis-13998	251	12	and	and	CCONJ
fcis-13998	251	13	the	the	DET
fcis-13998	251	14	trained	train	VERB
fcis-13998	251	15	classifier	classifier	NOUN
fcis-13998	251	16	is	be	AUX
fcis-13998	251	17	used	use	VERB
fcis-13998	251	18	for	for	ADP
fcis-13998	251	19	prediction	prediction	NOUN
fcis-13998	251	20	.	.	PUNCT
fcis-13998	252	1	a	a	DET
fcis-13998	252	2	prediction	prediction	NOUN
fcis-13998	252	3	result	result	NOUN
fcis-13998	252	4	is	be	AUX
fcis-13998	252	5	obtained	obtain	VERB
fcis-13998	252	6	.	.	PUNCT
fcis-13998	253	1	and	and	CCONJ
fcis-13998	253	2	(	(	PUNCT
fcis-13998	253	3	6	6	NUM
fcis-13998	253	4	)	)	PUNCT
fcis-13998	253	5	result	result	NOUN
fcis-13998	253	6	analysis	analysis	NOUN
fcis-13998	253	7	.	.	PUNCT
fcis-13998	254	1	analyzing	analyze	VERB
fcis-13998	254	2	and	and	CCONJ
fcis-13998	254	3	evaluating	evaluate	VERB
fcis-13998	254	4	the	the	DET
fcis-13998	254	5	performance	performance	NOUN
fcis-13998	254	6	of	of	ADP
fcis-13998	254	7	the	the	DET
fcis-13998	254	8	classifier	classifier	NOUN
fcis-13998	254	9	according	accord	VERB
fcis-13998	254	10	to	to	ADP
fcis-13998	254	11	the	the	DET
fcis-13998	254	12	experimental	experimental	ADJ
fcis-13998	254	13	evaluation	evaluation	NOUN
fcis-13998	254	14	index	index	NOUN
fcis-13998	254	15	.	.	PUNCT
fcis-13998	255	1	the	the	DET
fcis-13998	255	2	performance	performance	NOUN
fcis-13998	255	3	and	and	CCONJ
fcis-13998	255	4	reliability	reliability	NOUN
fcis-13998	255	5	of	of	ADP
fcis-13998	255	6	the	the	DET
fcis-13998	255	7	classifier	classifier	NOUN
fcis-13998	255	8	can	can	AUX
fcis-13998	255	9	be	be	AUX
fcis-13998	255	10	judged	judge	VERB
fcis-13998	255	11	through	through	ADP
fcis-13998	255	12	the	the	DET
fcis-13998	255	13	analysis	analysis	NOUN
fcis-13998	255	14	of	of	ADP
fcis-13998	255	15	the	the	DET
fcis-13998	255	16	experimental	experimental	ADJ
fcis-13998	255	17	results	result	NOUN
fcis-13998	255	18	.	.	PUNCT
fcis-13998	256	1	if	if	SCONJ
fcis-13998	256	2	the	the	DET
fcis-13998	256	3	classifier	classifier	NOUN
fcis-13998	256	4	performs	perform	VERB
fcis-13998	256	5	well	well	ADV
fcis-13998	256	6	on	on	ADP
fcis-13998	256	7	the	the	DET
fcis-13998	256	8	test	test	NOUN
fcis-13998	256	9	set	set	NOUN
fcis-13998	256	10	,	,	PUNCT
fcis-13998	256	11	has	have	VERB
fcis-13998	256	12	high	high	ADJ
fcis-13998	256	13	accuracy	accuracy	NOUN
fcis-13998	256	14	,	,	PUNCT
fcis-13998	256	15	some	some	DET
fcis-13998	256	16	evaluation	evaluation	NOUN
fcis-13998	256	17	indicators	indicator	NOUN
fcis-13998	256	18	should	should	AUX
fcis-13998	256	19	perform	perform	VERB
fcis-13998	256	20	well	well	ADV
fcis-13998	256	21	,	,	PUNCT
fcis-13998	256	22	such	such	ADJ
fcis-13998	256	23	as	as	ADP
fcis-13998	256	24	recall	recall	NOUN
fcis-13998	256	25	and	and	CCONJ
fcis-13998	256	26	f1	f1	NOUN
fcis-13998	256	27	value	value	NOUN
fcis-13998	256	28	,	,	PUNCT
fcis-13998	256	29	and	and	CCONJ
fcis-13998	256	30	the	the	DET
fcis-13998	256	31	area	area	NOUN
fcis-13998	256	32	under	under	ADP
fcis-13998	256	33	the	the	DET
fcis-13998	256	34	roc	roc	PROPN
fcis-13998	256	35	curve	curve	NOUN
fcis-13998	256	36	is	be	AUX
fcis-13998	256	37	large	large	ADJ
fcis-13998	256	38	,	,	PUNCT
fcis-13998	256	39	then	then	ADV
fcis-13998	256	40	it	it	PRON
fcis-13998	256	41	can	can	AUX
fcis-13998	256	42	be	be	AUX
fcis-13998	256	43	considered	consider	VERB
fcis-13998	256	44	that	that	SCONJ
fcis-13998	256	45	the	the	DET
fcis-13998	256	46	classifier	classifier	NOUN
fcis-13998	256	47	has	have	VERB
fcis-13998	256	48	high	high	ADJ
fcis-13998	256	49	accuracy	accuracy	NOUN
fcis-13998	256	50	and	and	CCONJ
fcis-13998	256	51	robustness	robustness	NOUN
fcis-13998	256	52	for	for	ADP
fcis-13998	256	53	the	the	DET
fcis-13998	256	54	detection	detection	NOUN
fcis-13998	256	55	of	of	ADP
fcis-13998	256	56	forged	forge	VERB
fcis-13998	256	57	samples	sample	NOUN
fcis-13998	256	58	.	.	PUNCT
fcis-13998	257	1	on	on	ADP
fcis-13998	257	2	the	the	DET
fcis-13998	257	3	contrary	contrary	NOUN
fcis-13998	257	4	,	,	PUNCT
fcis-13998	257	5	if	if	SCONJ
fcis-13998	257	6	the	the	DET
fcis-13998	257	7	performance	performance	NOUN
fcis-13998	257	8	of	of	ADP
fcis-13998	257	9	the	the	DET
fcis-13998	257	10	classifier	classifier	NOUN
fcis-13998	257	11	is	be	AUX
fcis-13998	257	12	poor	poor	ADJ
fcis-13998	257	13	,	,	PUNCT
fcis-13998	257	14	it	it	PRON
fcis-13998	257	15	is	be	AUX
fcis-13998	257	16	necessary	necessary	ADJ
fcis-13998	257	17	to	to	PART
fcis-13998	257	18	further	far	ADV
fcis-13998	257	19	optimize	optimize	VERB
fcis-13998	257	20	the	the	DET
fcis-13998	257	21	algorithm	algorithm	NOUN
fcis-13998	257	22	or	or	CCONJ
fcis-13998	257	23	replace	replace	VERB
fcis-13998	257	24	other	other	ADJ
fcis-13998	257	25	methods	method	NOUN
fcis-13998	257	26	to	to	PART
fcis-13998	257	27	improve	improve	VERB
fcis-13998	257	28	the	the	DET
fcis-13998	257	29	effect	effect	NOUN
fcis-13998	257	30	of	of	ADP
fcis-13998	257	31	forgery	forgery	NOUN
fcis-13998	257	32	detection	detection	NOUN
fcis-13998	257	33	.	.	PUNCT
fcis-13998	258	1	5	5	X
fcis-13998	258	2	.	.	X
fcis-13998	258	3	research	research	NOUN
fcis-13998	258	4	summary	summary	NOUN
fcis-13998	258	5	5.1	5.1	NUM
fcis-13998	258	6	.	.	PUNCT
fcis-13998	259	1	summary	summary	NOUN
fcis-13998	259	2	of	of	ADP
fcis-13998	259	3	the	the	DET
fcis-13998	259	4	study	study	NOUN
fcis-13998	259	5	through	through	ADP
fcis-13998	259	6	research	research	NOUN
fcis-13998	259	7	,	,	PUNCT
fcis-13998	259	8	researchers	researcher	NOUN
fcis-13998	259	9	can	can	AUX
fcis-13998	259	10	use	use	VERB
fcis-13998	259	11	digital	digital	ADJ
fcis-13998	259	12	watermarking	watermarking	NOUN
fcis-13998	259	13	technology	technology	NOUN
fcis-13998	259	14	to	to	PART
fcis-13998	259	15	solve	solve	VERB
fcis-13998	259	16	the	the	DET
fcis-13998	259	17	problem	problem	NOUN
fcis-13998	259	18	of	of	ADP
fcis-13998	259	19	depth	depth	NOUN
fcis-13998	259	20	forgery	forgery	NOUN
fcis-13998	259	21	.	.	PUNCT
fcis-13998	260	1	digital	digital	ADJ
fcis-13998	260	2	watermarking	watermarking	NOUN
fcis-13998	260	3	technology	technology	NOUN
fcis-13998	260	4	can	can	AUX
fcis-13998	260	5	embed	embed	VERB
fcis-13998	260	6	the	the	DET
fcis-13998	260	7	source	source	NOUN
fcis-13998	260	8	data	datum	NOUN
fcis-13998	260	9	into	into	ADP
fcis-13998	260	10	digital	digital	ADJ
fcis-13998	260	11	media	medium	NOUN
fcis-13998	260	12	,	,	PUNCT
fcis-13998	260	13	so	so	SCONJ
fcis-13998	260	14	that	that	SCONJ
fcis-13998	260	15	the	the	DET
fcis-13998	260	16	source	source	NOUN
fcis-13998	260	17	data	datum	NOUN
fcis-13998	260	18	can	can	AUX
fcis-13998	260	19	be	be	AUX
fcis-13998	260	20	extracted	extract	VERB
fcis-13998	260	21	in	in	ADP
fcis-13998	260	22	the	the	DET
fcis-13998	260	23	subsequent	subsequent	ADJ
fcis-13998	260	24	detection	detection	NOUN
fcis-13998	260	25	.	.	PUNCT
fcis-13998	261	1	if	if	SCONJ
fcis-13998	261	2	the	the	DET
fcis-13998	261	3	source	source	NOUN
fcis-13998	261	4	data	datum	NOUN
fcis-13998	261	5	has	have	AUX
fcis-13998	261	6	been	be	AUX
fcis-13998	261	7	tampered	tamper	VERB
fcis-13998	261	8	with	with	ADP
fcis-13998	261	9	,	,	PUNCT
fcis-13998	261	10	it	it	PRON
fcis-13998	261	11	can	can	AUX
fcis-13998	261	12	be	be	AUX
fcis-13998	261	13	judged	judge	VERB
fcis-13998	261	14	by	by	ADP
fcis-13998	261	15	comparing	compare	VERB
fcis-13998	261	16	the	the	DET
fcis-13998	261	17	extracted	extract	VERB
fcis-13998	261	18	source	source	NOUN
fcis-13998	261	19	data	datum	NOUN
fcis-13998	261	20	.	.	PUNCT
fcis-13998	262	1	in	in	ADP
fcis-13998	262	2	this	this	DET
fcis-13998	262	3	paper	paper	NOUN
fcis-13998	262	4	,	,	PUNCT
fcis-13998	262	5	the	the	DET
fcis-13998	262	6	experimental	experimental	ADJ
fcis-13998	262	7	process	process	NOUN
fcis-13998	262	8	is	be	AUX
fcis-13998	262	9	designed	design	VERB
fcis-13998	262	10	to	to	PART
fcis-13998	262	11	solve	solve	VERB
fcis-13998	262	12	the	the	DET
fcis-13998	262	13	deep	deep	ADJ
fcis-13998	262	14	forgery	forgery	NOUN
fcis-13998	262	15	problem	problem	NOUN
fcis-13998	262	16	.	.	PUNCT
fcis-13998	263	1	according	accord	VERB
fcis-13998	263	2	to	to	ADP
fcis-13998	263	3	the	the	DET
fcis-13998	263	4	research	research	NOUN
fcis-13998	263	5	requirements	requirement	NOUN
fcis-13998	263	6	,	,	PUNCT
fcis-13998	263	7	select	select	VERB
fcis-13998	263	8	the	the	DET
fcis-13998	263	9	appropriate	appropriate	ADJ
fcis-13998	263	10	digital	digital	ADJ
fcis-13998	263	11	watermarking	watermarking	NOUN
fcis-13998	263	12	algorithm	algorithm	NOUN
fcis-13998	263	13	.	.	PUNCT
fcis-13998	264	1	based	base	VERB
fcis-13998	264	2	on	on	ADP
fcis-13998	264	3	the	the	DET
fcis-13998	264	4	type	type	NOUN
fcis-13998	264	5	of	of	ADP
fcis-13998	264	6	forgery	forgery	NOUN
fcis-13998	264	7	studied	study	VERB
fcis-13998	264	8	,	,	PUNCT
fcis-13998	264	9	the	the	DET
fcis-13998	264	10	data	datum	NOUN
fcis-13998	264	11	set	set	VERB
fcis-13998	264	12	containing	contain	VERB
fcis-13998	264	13	the	the	DET
fcis-13998	264	14	original	original	ADJ
fcis-13998	264	15	sample	sample	NOUN
fcis-13998	264	16	and	and	CCONJ
fcis-13998	264	17	the	the	DET
fcis-13998	264	18	forged	forge	VERB
fcis-13998	264	19	sample	sample	NOUN
fcis-13998	264	20	was	be	AUX
fcis-13998	264	21	selected	select	VERB
fcis-13998	264	22	.	.	PUNCT
fcis-13998	265	1	then	then	ADV
fcis-13998	265	2	feature	feature	NOUN
fcis-13998	265	3	extraction	extraction	NOUN
fcis-13998	265	4	is	be	AUX
fcis-13998	265	5	carried	carry	VERB
fcis-13998	265	6	out	out	ADP
fcis-13998	265	7	to	to	PART
fcis-13998	265	8	distinguish	distinguish	VERB
fcis-13998	265	9	the	the	DET
fcis-13998	265	10	difference	difference	NOUN
fcis-13998	265	11	between	between	ADP
fcis-13998	265	12	the	the	DET
fcis-13998	265	13	original	original	ADJ
fcis-13998	265	14	sample	sample	NOUN
fcis-13998	265	15	and	and	CCONJ
fcis-13998	265	16	the	the	DET
fcis-13998	265	17	forged	forge	VERB
fcis-13998	265	18	sample	sample	NOUN
fcis-13998	265	19	,	,	PUNCT
fcis-13998	265	20	and	and	CCONJ
fcis-13998	265	21	the	the	DET
fcis-13998	265	22	forged	forge	VERB
fcis-13998	265	23	media	medium	NOUN
fcis-13998	265	24	is	be	AUX
fcis-13998	265	25	verified	verify	VERB
fcis-13998	265	26	.	.	PUNCT
fcis-13998	266	1	finally	finally	ADV
fcis-13998	266	2	,	,	PUNCT
fcis-13998	266	3	a	a	DET
fcis-13998	266	4	forgery	forgery	NOUN
fcis-13998	266	5	detection	detection	NOUN
fcis-13998	266	6	experiment	experiment	NOUN
fcis-13998	266	7	is	be	AUX
fcis-13998	266	8	carried	carry	VERB
fcis-13998	266	9	out	out	ADP
fcis-13998	266	10	to	to	PART
fcis-13998	266	11	evaluate	evaluate	VERB
fcis-13998	266	12	the	the	DET
fcis-13998	266	13	performance	performance	NOUN
fcis-13998	266	14	of	of	ADP
fcis-13998	266	15	digital	digital	ADJ
fcis-13998	266	16	watermarking	watermarking	NOUN
fcis-13998	266	17	technology	technology	NOUN
fcis-13998	266	18	in	in	ADP
fcis-13998	266	19	deep	deep	ADJ
fcis-13998	266	20	forgery	forgery	NOUN
fcis-13998	266	21	detection	detection	NOUN
fcis-13998	266	22	.	.	PUNCT
fcis-13998	267	1	in	in	ADP
fcis-13998	267	2	a	a	DET
fcis-13998	267	3	word	word	NOUN
fcis-13998	267	4	,	,	PUNCT
fcis-13998	267	5	the	the	DET
fcis-13998	267	6	research	research	NOUN
fcis-13998	267	7	based	base	VERB
fcis-13998	267	8	on	on	ADP
fcis-13998	267	9	digital	digital	ADJ
fcis-13998	267	10	watermarking	watermarking	NOUN
fcis-13998	267	11	technology	technology	NOUN
fcis-13998	267	12	to	to	PART
fcis-13998	267	13	solve	solve	VERB
fcis-13998	267	14	the	the	DET
fcis-13998	267	15	problem	problem	NOUN
fcis-13998	267	16	of	of	ADP
fcis-13998	267	17	forgery	forgery	NOUN
fcis-13998	267	18	has	have	AUX
fcis-13998	267	19	achieved	achieve	VERB
fcis-13998	267	20	some	some	DET
fcis-13998	267	21	results	result	NOUN
fcis-13998	267	22	.	.	PUNCT
fcis-13998	268	1	with	with	ADP
fcis-13998	268	2	the	the	DET
fcis-13998	268	3	continuous	continuous	ADJ
fcis-13998	268	4	development	development	NOUN
fcis-13998	268	5	and	and	CCONJ
fcis-13998	268	6	application	application	NOUN
fcis-13998	268	7	of	of	ADP
fcis-13998	268	8	technology	technology	NOUN
fcis-13998	268	9	,	,	PUNCT
fcis-13998	268	10	digital	digital	ADJ
fcis-13998	268	11	watermarking	watermarking	NOUN
fcis-13998	268	12	technology	technology	NOUN
fcis-13998	268	13	will	will	AUX
fcis-13998	268	14	play	play	VERB
fcis-13998	268	15	a	a	DET
fcis-13998	268	16	greater	great	ADJ
fcis-13998	268	17	role	role	NOUN
fcis-13998	268	18	in	in	ADP
fcis-13998	268	19	anti	anti	ADJ
fcis-13998	268	20	-	-	ADJ
fcis-13998	268	21	counterfeiting	counterfeiting	ADJ
fcis-13998	268	22	,	,	PUNCT
fcis-13998	268	23	copyright	copyright	NOUN
fcis-13998	268	24	protection	protection	NOUN
fcis-13998	268	25	and	and	CCONJ
fcis-13998	268	26	so	so	ADV
fcis-13998	268	27	on	on	ADV
fcis-13998	268	28	.	.	PUNCT
fcis-13998	269	1	however	however	ADV
fcis-13998	269	2	,	,	PUNCT
fcis-13998	269	3	further	further	ADJ
fcis-13998	269	4	research	research	NOUN
fcis-13998	269	5	is	be	AUX
fcis-13998	269	6	still	still	ADV
fcis-13998	269	7	needed	need	VERB
fcis-13998	269	8	to	to	PART
fcis-13998	269	9	deal	deal	VERB
fcis-13998	269	10	with	with	ADP
fcis-13998	269	11	new	new	ADJ
fcis-13998	269	12	forgery	forgery	NOUN
fcis-13998	269	13	methods	method	NOUN
fcis-13998	269	14	and	and	CCONJ
fcis-13998	269	15	improve	improve	VERB
fcis-13998	269	16	the	the	DET
fcis-13998	269	17	reversibility	reversibility	NOUN
fcis-13998	269	18	and	and	CCONJ
fcis-13998	269	19	anti	anti	ADJ
fcis-13998	269	20	-	-	ADJ
fcis-13998	269	21	attack	attack	ADJ
fcis-13998	269	22	ability	ability	NOUN
fcis-13998	269	23	of	of	ADP
fcis-13998	269	24	digital	digital	ADJ
fcis-13998	269	25	watermarking	watermarking	NOUN
fcis-13998	269	26	technology	technology	NOUN
fcis-13998	269	27	.	.	PUNCT
fcis-13998	270	1	5.2	5.2	NUM
fcis-13998	270	2	.	.	PUNCT
fcis-13998	270	3	suggested	suggest	VERB
fcis-13998	270	4	directions	direction	NOUN
fcis-13998	270	5	for	for	ADP
fcis-13998	270	6	future	future	ADJ
fcis-13998	270	7	research	research	NOUN
fcis-13998	270	8	it	it	PRON
fcis-13998	270	9	is	be	AUX
fcis-13998	270	10	a	a	DET
fcis-13998	270	11	research	research	NOUN
fcis-13998	270	12	project	project	NOUN
fcis-13998	270	13	with	with	ADP
fcis-13998	270	14	wide	wide	ADJ
fcis-13998	270	15	application	application	NOUN
fcis-13998	270	16	prospect	prospect	NOUN
fcis-13998	270	17	to	to	PART
fcis-13998	270	18	solve	solve	VERB
fcis-13998	270	19	the	the	DET
fcis-13998	270	20	forgery	forgery	NOUN
fcis-13998	270	21	problem	problem	NOUN
fcis-13998	270	22	based	base	VERB
fcis-13998	270	23	on	on	ADP
fcis-13998	270	24	digital	digital	ADJ
fcis-13998	270	25	watermarking	watermarking	NOUN
fcis-13998	270	26	technology	technology	NOUN
fcis-13998	270	27	.	.	PUNCT
fcis-13998	271	1	on	on	ADP
fcis-13998	271	2	the	the	DET
fcis-13998	271	3	basis	basis	NOUN
fcis-13998	271	4	of	of	ADP
fcis-13998	271	5	the	the	DET
fcis-13998	271	6	existing	exist	VERB
fcis-13998	271	7	research	research	NOUN
fcis-13998	271	8	results	result	NOUN
fcis-13998	271	9	,	,	PUNCT
fcis-13998	271	10	we	we	PRON
fcis-13998	271	11	can	can	AUX
fcis-13998	271	12	also	also	ADV
fcis-13998	271	13	deepen	deepen	VERB
fcis-13998	271	14	and	and	CCONJ
fcis-13998	271	15	improve	improve	VERB
fcis-13998	271	16	the	the	DET
fcis-13998	271	17	watermarking	watermarking	NOUN
fcis-13998	271	18	algorithm	algorithm	NOUN
fcis-13998	271	19	,	,	PUNCT
fcis-13998	271	20	and	and	CCONJ
fcis-13998	271	21	think	think	VERB
fcis-13998	271	22	and	and	CCONJ
fcis-13998	271	23	expand	expand	VERB
fcis-13998	271	24	the	the	DET
fcis-13998	271	25	follow	follow	VERB
fcis-13998	271	26	-	-	PUNCT
fcis-13998	271	27	up	up	ADP
fcis-13998	271	28	research	research	NOUN
fcis-13998	271	29	direction	direction	NOUN
fcis-13998	271	30	.	.	PUNCT
fcis-13998	272	1	for	for	ADP
fcis-13998	272	2	example	example	NOUN
fcis-13998	272	3	,	,	PUNCT
fcis-13998	272	4	for	for	ADP
fcis-13998	272	5	different	different	ADJ
fcis-13998	272	6	types	type	NOUN
fcis-13998	272	7	of	of	ADP
fcis-13998	272	8	data	datum	NOUN
fcis-13998	272	9	,	,	PUNCT
fcis-13998	272	10	such	such	ADJ
fcis-13998	272	11	as	as	ADP
fcis-13998	272	12	images	image	NOUN
fcis-13998	272	13	,	,	PUNCT
fcis-13998	272	14	audio	audio	NOUN
fcis-13998	272	15	,	,	PUNCT
fcis-13998	272	16	video	video	NOUN
fcis-13998	272	17	and	and	CCONJ
fcis-13998	272	18	so	so	ADV
fcis-13998	272	19	on	on	ADV
fcis-13998	272	20	,	,	PUNCT
fcis-13998	272	21	more	more	ADV
fcis-13998	272	22	efficient	efficient	ADJ
fcis-13998	272	23	,	,	PUNCT
fcis-13998	272	24	secure	secure	ADJ
fcis-13998	272	25	and	and	CCONJ
fcis-13998	272	26	stable	stable	ADJ
fcis-13998	272	27	digital	digital	ADJ
fcis-13998	272	28	watermarking	watermarking	NOUN
fcis-13998	272	29	algorithms	algorithm	NOUN
fcis-13998	272	30	are	be	AUX
fcis-13998	272	31	studied	study	VERB
fcis-13998	272	32	.	.	PUNCT
fcis-13998	273	1	we	we	PRON
fcis-13998	273	2	can	can	AUX
fcis-13998	273	3	consider	consider	VERB
fcis-13998	273	4	combining	combine	VERB
fcis-13998	273	5	the	the	DET
fcis-13998	273	6	research	research	NOUN
fcis-13998	273	7	results	result	NOUN
fcis-13998	273	8	of	of	ADP
fcis-13998	273	9	deep	deep	ADJ
fcis-13998	273	10	learning	learning	NOUN
fcis-13998	273	11	,	,	PUNCT
fcis-13998	273	12	cryptography	cryptography	NOUN
fcis-13998	273	13	and	and	CCONJ
fcis-13998	273	14	other	other	ADJ
fcis-13998	273	15	fields	field	NOUN
fcis-13998	273	16	to	to	PART
fcis-13998	273	17	improve	improve	VERB
fcis-13998	273	18	the	the	DET
fcis-13998	273	19	robustness	robustness	NOUN
fcis-13998	273	20	and	and	CCONJ
fcis-13998	273	21	invisibility	invisibility	NOUN
fcis-13998	273	22	of	of	ADP
fcis-13998	273	23	digital	digital	ADJ
fcis-13998	273	24	watermarking	watermarking	NOUN
fcis-13998	273	25	.	.	PUNCT
fcis-13998	274	1	in	in	ADP
fcis-13998	274	2	order	order	NOUN
fcis-13998	274	3	to	to	PART
fcis-13998	274	4	enhance	enhance	VERB
fcis-13998	274	5	the	the	DET
fcis-13998	274	6	accuracy	accuracy	NOUN
fcis-13998	274	7	and	and	CCONJ
fcis-13998	274	8	reliability	reliability	NOUN
fcis-13998	274	9	of	of	ADP
fcis-13998	274	10	forgery	forgery	NOUN
fcis-13998	274	11	detection	detection	NOUN
fcis-13998	274	12	,	,	PUNCT
fcis-13998	274	13	multiple	multiple	ADJ
fcis-13998	274	14	watermarking	watermarking	NOUN
fcis-13998	274	15	techniques	technique	NOUN
fcis-13998	274	16	can	can	AUX
fcis-13998	274	17	be	be	AUX
fcis-13998	274	18	studied	study	VERB
fcis-13998	274	19	to	to	PART
fcis-13998	274	20	embed	embed	VERB
fcis-13998	274	21	multiple	multiple	ADJ
fcis-13998	274	22	types	type	NOUN
fcis-13998	274	23	of	of	ADP
fcis-13998	274	24	watermark	watermark	ADJ
fcis-13998	274	25	information	information	NOUN
fcis-13998	274	26	into	into	ADP
fcis-13998	274	27	the	the	DET
fcis-13998	274	28	data	datum	NOUN
fcis-13998	274	29	.	.	PUNCT
fcis-13998	275	1	by	by	ADP
fcis-13998	275	2	combining	combine	VERB
fcis-13998	275	3	different	different	ADJ
fcis-13998	275	4	types	type	NOUN
fcis-13998	275	5	of	of	ADP
fcis-13998	275	6	watermarks	watermark	NOUN
fcis-13998	275	7	,	,	PUNCT
fcis-13998	275	8	the	the	DET
fcis-13998	275	9	threshold	threshold	NOUN
fcis-13998	275	10	of	of	ADP
fcis-13998	275	11	forgery	forgery	NOUN
fcis-13998	275	12	detection	detection	NOUN
fcis-13998	275	13	can	can	AUX
fcis-13998	275	14	be	be	AUX
fcis-13998	275	15	improved	improve	VERB
fcis-13998	275	16	,	,	PUNCT
fcis-13998	275	17	and	and	CCONJ
fcis-13998	275	18	the	the	DET
fcis-13998	275	19	detection	detection	NOUN
fcis-13998	275	20	results	result	NOUN
fcis-13998	275	21	can	can	AUX
fcis-13998	275	22	be	be	AUX
fcis-13998	275	23	more	more	ADV
fcis-13998	275	24	accurate	accurate	ADJ
fcis-13998	275	25	.	.	PUNCT
fcis-13998	276	1	through	through	ADP
fcis-13998	276	2	the	the	DET
fcis-13998	276	3	continuous	continuous	ADJ
fcis-13998	276	4	expansion	expansion	NOUN
fcis-13998	276	5	of	of	ADP
fcis-13998	276	6	technology	technology	NOUN
fcis-13998	276	7	,	,	PUNCT
fcis-13998	276	8	digital	digital	ADJ
fcis-13998	276	9	watermarking	watermarking	NOUN
fcis-13998	276	10	technology	technology	NOUN
fcis-13998	276	11	can	can	AUX
fcis-13998	276	12	be	be	AUX
fcis-13998	276	13	combined	combine	VERB
fcis-13998	276	14	with	with	ADP
fcis-13998	276	15	other	other	ADJ
fcis-13998	276	16	fields	field	NOUN
fcis-13998	276	17	such	such	ADJ
fcis-13998	276	18	as	as	ADP
fcis-13998	276	19	cryptography	cryptography	NOUN
fcis-13998	276	20	,	,	PUNCT
fcis-13998	276	21	big	big	ADJ
fcis-13998	276	22	data	datum	NOUN
fcis-13998	276	23	,	,	PUNCT
fcis-13998	276	24	internet	internet	NOUN
fcis-13998	276	25	of	of	ADP
fcis-13998	276	26	things	thing	NOUN
fcis-13998	276	27	and	and	CCONJ
fcis-13998	276	28	so	so	ADV
fcis-13998	276	29	on	on	ADV
fcis-13998	276	30	to	to	PART
fcis-13998	276	31	open	open	VERB
fcis-13998	276	32	up	up	ADP
fcis-13998	276	33	new	new	ADJ
fcis-13998	276	34	application	application	NOUN
fcis-13998	276	35	scenarios	scenario	NOUN
fcis-13998	276	36	.	.	PUNCT
fcis-13998	277	1	for	for	ADP
fcis-13998	277	2	example	example	NOUN
fcis-13998	277	3	,	,	PUNCT
fcis-13998	277	4	supply	supply	NOUN
fcis-13998	277	5	chain	chain	NOUN
fcis-13998	277	6	management	management	NOUN
fcis-13998	277	7	,	,	PUNCT
fcis-13998	277	8	medical	medical	ADJ
fcis-13998	277	9	data	data	NOUN
fcis-13998	277	10	protection	protection	NOUN
fcis-13998	277	11	and	and	CCONJ
fcis-13998	277	12	other	other	ADJ
fcis-13998	277	13	applications	application	NOUN
fcis-13998	277	14	based	base	VERB
fcis-13998	277	15	on	on	ADP
fcis-13998	277	16	digital	digital	ADJ
fcis-13998	277	17	watermarking	watermarking	NOUN
fcis-13998	277	18	are	be	AUX
fcis-13998	277	19	studied	study	VERB
fcis-13998	277	20	.	.	PUNCT
fcis-13998	278	1	in	in	ADP
fcis-13998	278	2	a	a	DET
fcis-13998	278	3	word	word	NOUN
fcis-13998	278	4	,	,	PUNCT
fcis-13998	278	5	it	it	PRON
fcis-13998	278	6	has	have	VERB
fcis-13998	278	7	important	important	ADJ
fcis-13998	278	8	research	research	NOUN
fcis-13998	278	9	value	value	NOUN
fcis-13998	278	10	and	and	CCONJ
fcis-13998	278	11	application	application	NOUN
fcis-13998	278	12	potential	potential	NOUN
fcis-13998	278	13	to	to	PART
fcis-13998	278	14	solve	solve	VERB
fcis-13998	278	15	the	the	DET
fcis-13998	278	16	forgery	forgery	NOUN
fcis-13998	278	17	problem	problem	NOUN
fcis-13998	278	18	based	base	VERB
fcis-13998	278	19	on	on	ADP
fcis-13998	278	20	digital	digital	ADJ
fcis-13998	278	21	watermarking	watermarking	NOUN
fcis-13998	278	22	technology	technology	NOUN
fcis-13998	278	23	.	.	PUNCT
fcis-13998	279	1	the	the	DET
fcis-13998	279	2	follow	follow	VERB
fcis-13998	279	3	-	-	PUNCT
fcis-13998	279	4	up	up	ADP
fcis-13998	279	5	research	research	NOUN
fcis-13998	279	6	can	can	AUX
fcis-13998	279	7	be	be	AUX
fcis-13998	279	8	explored	explore	VERB
fcis-13998	279	9	from	from	ADP
fcis-13998	279	10	multiple	multiple	ADJ
fcis-13998	279	11	levels	level	NOUN
fcis-13998	279	12	,	,	PUNCT
fcis-13998	279	13	aiming	aim	VERB
fcis-13998	279	14	to	to	PART
fcis-13998	279	15	lay	lay	VERB
fcis-13998	279	16	a	a	DET
fcis-13998	279	17	solid	solid	ADJ
fcis-13998	279	18	foundation	foundation	NOUN
fcis-13998	279	19	for	for	ADP
fcis-13998	279	20	the	the	DET
fcis-13998	279	21	development	development	NOUN
fcis-13998	279	22	and	and	CCONJ
fcis-13998	279	23	application	application	NOUN
fcis-13998	279	24	of	of	ADP
fcis-13998	279	25	digital	digital	ADJ
fcis-13998	279	26	watermarking	watermarking	NOUN
fcis-13998	279	27	technology	technology	NOUN
fcis-13998	279	28	in	in	ADP
fcis-13998	279	29	china	china	PROPN
fcis-13998	279	30	.	.	PUNCT
fcis-13998	280	1	raw	raw	ADJ
fcis-13998	280	2	datasets	dataset	NOUN
fcis-13998	280	3	sample	sample	NOUN
fcis-13998	280	4	dataset	dataset	VERB
fcis-13998	280	5	1	1	NUM
fcis-13998	280	6	sample	sample	NOUN
fcis-13998	280	7	dataset	dataset	VERB
fcis-13998	280	8	2	2	NUM
fcis-13998	280	9	sample	sample	NOUN
fcis-13998	280	10	dataset	dataset	VERB
fcis-13998	280	11	3	3	NUM
fcis-13998	280	12	sample	sample	NOUN
fcis-13998	280	13	dataset	dataset	VERB
fcis-13998	280	14	4	4	NUM
fcis-13998	280	15	number	number	NOUN
fcis-13998	280	16	1	1	NUM
fcis-13998	280	17	number	number	NOUN
fcis-13998	280	18	2	2	NUM
fcis-13998	280	19	number	number	NOUN
fcis-13998	280	20	3	3	NUM
fcis-13998	280	21	number	number	NOUN
fcis-13998	280	22	4	4	NUM
fcis-13998	280	23	average	average	NOUN
fcis-13998	280	24	outcome	outcome	NOUN
fcis-13998	280	25	106	106	NUM
fcis-13998	280	26	acknowledgments	acknowledgment	NOUN
fcis-13998	280	27	this	this	DET
fcis-13998	280	28	work	work	NOUN
fcis-13998	280	29	is	be	AUX
fcis-13998	280	30	supported	support	VERB
fcis-13998	280	31	by	by	ADP
fcis-13998	280	32	anhui	anhui	PROPN
fcis-13998	280	33	university	university	PROPN
fcis-13998	280	34	of	of	ADP
fcis-13998	280	35	finance	finance	PROPN
fcis-13998	280	36	and	and	CCONJ
fcis-13998	280	37	economics	economic	NOUN
fcis-13998	280	38	provincial	provincial	ADJ
fcis-13998	280	39	college	college	NOUN
fcis-13998	280	40	student	student	NOUN
fcis-13998	280	41	innovation	innovation	NOUN
fcis-13998	280	42	and	and	CCONJ
fcis-13998	280	43	entrepreneurship	entrepreneurship	NOUN
fcis-13998	280	44	training	training	NOUN
fcis-13998	280	45	program	program	NOUN
fcis-13998	280	46	project	project	NOUN
fcis-13998	280	47	(	(	PUNCT
fcis-13998	280	48	s2022	s2022	PROPN
fcis-13998	280	49	1037	1037	NUM
fcis-13998	280	50	8124	8124	NUM
fcis-13998	280	51	)	)	PUNCT
fcis-13998	280	52	.	.	PUNCT
fcis-13998	281	1	references	reference	NOUN
fcis-13998	281	2	[	[	X
fcis-13998	281	3	1	1	NUM
fcis-13998	281	4	]	]	PUNCT
fcis-13998	281	5	zhang	zhang	PROPN
fcis-13998	281	6	yu	yu	PROPN
fcis-13998	281	7	-	-	PROPN
fcis-13998	281	8	zhi	zhi	PROPN
fcis-13998	281	9	,	,	PUNCT
fcis-13998	281	10	wang	wang	PROPN
fcis-13998	281	11	rui	rui	PROPN
fcis-13998	281	12	-	-	PUNCT
fcis-13998	281	13	fang	fang	PROPN
fcis-13998	281	14	,	,	PUNCT
fcis-13998	281	15	zhu	zhu	PROPN
fcis-13998	281	16	liang	liang	PROPN
fcis-13998	281	17	,	,	PUNCT
fcis-13998	281	18	et	et	NOUN
fcis-13998	281	19	al.survey	al.survey	NOUN
fcis-13998	281	20	of	of	ADP
fcis-13998	281	21	deep	deep	ADJ
fcis-13998	281	22	forgery	forgery	NOUN
fcis-13998	281	23	generation	generation	NOUN
fcis-13998	281	24	and	and	CCONJ
fcis-13998	281	25	detection	detection	NOUN
fcis-13998	282	1	[	[	X
fcis-13998	282	2	j].information	j].information	NOUN
fcis-13998	282	3	security	security	NOUN
fcis-13998	282	4	research	research	NOUN
fcis-13998	282	5	,	,	PUNCT
fcis-13998	282	6	2022,8	2022,8	NUM
fcis-13998	282	7	(	(	PUNCT
fcis-13998	282	8	03	03	NUM
fcis-13998	282	9	):	):	PUNCT
fcis-13998	282	10	258	258	NUM
fcis-13998	282	11	-	-	SYM
fcis-13998	282	12	269	269	NUM
fcis-13998	282	13	.	.	PUNCT
fcis-13998	283	1	[	[	X
fcis-13998	283	2	2	2	NUM
fcis-13998	283	3	]	]	X
fcis-13998	283	4	tan	tan	PROPN
fcis-13998	283	5	hui	hui	PROPN
fcis-13998	283	6	.	.	PUNCT
fcis-13998	284	1	digital	digital	ADJ
fcis-13998	284	2	watermarking	watermarking	NOUN
fcis-13998	284	3	technology	technology	NOUN
fcis-13998	284	4	and	and	CCONJ
fcis-13998	284	5	its	its	PRON
fcis-13998	284	6	application	application	NOUN
fcis-13998	285	1	[	[	X
fcis-13998	285	2	j	j	X
fcis-13998	285	3	]	]	X
fcis-13998	285	4	.	.	PUNCT
fcis-13998	286	1	information	information	NOUN
fcis-13998	286	2	and	and	CCONJ
fcis-13998	286	3	computer	computer	NOUN
fcis-13998	286	4	(	(	PUNCT
fcis-13998	286	5	theory	theory	NOUN
fcis-13998	286	6	edition	edition	NOUN
fcis-13998	286	7	)	)	PUNCT
fcis-13998	286	8	,	,	PUNCT
fcis-13998	286	9	2018	2018	NUM
fcis-13998	286	10	(	(	PUNCT
fcis-13998	286	11	13	13	NUM
fcis-13998	286	12	):	):	PUNCT
fcis-13998	286	13	221	221	NUM
fcis-13998	286	14	-	-	SYM
fcis-13998	286	15	222	222	NUM
fcis-13998	286	16	+	+	NOUN
fcis-13998	286	17	225	225	NUM
fcis-13998	286	18	.	.	PUNCT
fcis-13998	287	1	[	[	X
fcis-13998	287	2	3	3	X
fcis-13998	287	3	]	]	X
fcis-13998	287	4	zhang	zhang	PROPN
fcis-13998	287	5	yang	yang	PROPN
fcis-13998	287	6	,	,	PUNCT
fcis-13998	287	7	qing	qing	NOUN
fcis-13998	287	8	shibo	shibo	NOUN
fcis-13998	287	9	,	,	PUNCT
fcis-13998	287	10	he	he	PRON
fcis-13998	287	11	xiaohai	xiaohai	VERB
fcis-13998	287	12	.	.	PUNCT
fcis-13998	288	1	research	research	NOUN
fcis-13998	288	2	on	on	ADP
fcis-13998	288	3	robust	robust	ADJ
fcis-13998	288	4	blind	blind	ADJ
fcis-13998	288	5	watermarking	watermarking	NOUN
fcis-13998	288	6	algorithm	algorithm	NOUN
fcis-13998	288	7	based	base	VERB
fcis-13998	288	8	on	on	ADP
fcis-13998	288	9	dwt	dwt	PROPN
fcis-13998	288	10	-	-	PUNCT
fcis-13998	288	11	svd	svd	PROPN
fcis-13998	288	12	[	[	X
fcis-13998	288	13	j].intelligent	j].intelligent	ADJ
fcis-13998	288	14	computers	computer	NOUN
fcis-13998	288	15	and	and	CCONJ
fcis-13998	288	16	applications	application	NOUN
fcis-13998	288	17	,	,	PUNCT
fcis-13998	288	18	2022,12	2022,12	NUM
fcis-13998	288	19	(	(	PUNCT
fcis-13998	288	20	02	02	NUM
fcis-13998	288	21	):	):	SYM
fcis-13998	288	22	4448	4448	NUM
fcis-13998	288	23	+	+	SYM
fcis-13998	288	24	53	53	NUM
fcis-13998	288	25	.	.	PUNCT
fcis-13998	289	1	[	[	X
fcis-13998	289	2	4	4	NUM
fcis-13998	289	3	]	]	X
fcis-13998	289	4	li	li	PROPN
fcis-13998	289	5	min	min	PROPN
fcis-13998	289	6	.	.	PROPN
fcis-13998	289	7	overview	overview	NOUN
fcis-13998	289	8	of	of	ADP
fcis-13998	289	9	the	the	DET
fcis-13998	289	10	development	development	NOUN
fcis-13998	289	11	of	of	ADP
fcis-13998	289	12	deep	deep	ADJ
fcis-13998	289	13	forgery	forgery	NOUN
fcis-13998	289	14	face	face	NOUN
fcis-13998	289	15	detection	detection	NOUN
fcis-13998	289	16	technology	technology	NOUN
fcis-13998	290	1	[	[	X
fcis-13998	290	2	j	j	X
fcis-13998	290	3	]	]	X
fcis-13998	290	4	.	.	PUNCT
fcis-13998	291	1	television	television	NOUN
fcis-13998	291	2	technology	technology	NOUN
fcis-13998	291	3	,	,	PUNCT
fcis-13998	291	4	2023,47	2023,47	NUM
fcis-13998	291	5	(	(	PUNCT
fcis-13998	291	6	09	09	NUM
fcis-13998	291	7	)	)	PUNCT
fcis-13998	291	8	.	.	PUNCT
fcis-13998	292	1	[	[	X
fcis-13998	292	2	5	5	X
fcis-13998	292	3	]	]	PUNCT
fcis-13998	292	4	xuan	xuan	PROPN
fcis-13998	292	5	lu	lu	PROPN
fcis-13998	292	6	.	.	PUNCT
fcis-13998	293	1	a	a	DET
fcis-13998	293	2	spatial	spatial	ADJ
fcis-13998	293	3	watermarking	watermarking	NOUN
fcis-13998	293	4	algorithm	algorithm	NOUN
fcis-13998	293	5	based	base	VERB
fcis-13998	293	6	on	on	ADP
fcis-13998	293	7	relation	relation	NOUN
fcis-13998	293	8	[	[	X
fcis-13998	293	9	j	j	X
fcis-13998	293	10	]	]	X
fcis-13998	293	11	.	.	PUNCT
fcis-13998	294	1	computer	computer	NOUN
fcis-13998	294	2	programming	programming	NOUN
fcis-13998	294	3	skills	skill	NOUN
fcis-13998	294	4	and	and	CCONJ
fcis-13998	294	5	maintenance	maintenance	NOUN
fcis-13998	294	6	,	,	PUNCT
fcis-13998	294	7	2022	2022	NUM
fcis-13998	294	8	,	,	PUNCT
fcis-13998	294	9	(	(	PUNCT
fcis-13998	294	10	07	07	NUM
fcis-13998	294	11	)	)	PUNCT
fcis-13998	294	12	.	.	PUNCT
fcis-13998	295	1	[	[	X
fcis-13998	295	2	6	6	NUM
fcis-13998	295	3	]	]	PUNCT
fcis-13998	295	4	ye	ye	NUM
fcis-13998	295	5	shaopeng	shaopeng	NOUN
fcis-13998	295	6	.	.	PUNCT
fcis-13998	296	1	research	research	NOUN
fcis-13998	296	2	on	on	ADP
fcis-13998	296	3	digital	digital	ADJ
fcis-13998	296	4	image	image	NOUN
fcis-13998	296	5	robust	robust	ADJ
fcis-13998	296	6	watermarking	watermarking	NOUN
fcis-13998	296	7	algorithm	algorithm	NOUN
fcis-13998	296	8	based	base	VERB
fcis-13998	296	9	on	on	ADP
fcis-13998	296	10	transform	transform	NOUN
fcis-13998	296	11	domain	domain	NOUN
fcis-13998	297	1	[	[	X
fcis-13998	297	2	d	d	X
fcis-13998	297	3	]	]	X
fcis-13998	297	4	.	.	PUNCT
fcis-13998	298	1	chongqing	chongqing	PROPN
fcis-13998	298	2	university	university	PROPN
fcis-13998	298	3	of	of	ADP
fcis-13998	298	4	posts	post	NOUN
fcis-13998	298	5	and	and	CCONJ
fcis-13998	298	6	telecommunications	telecommunication	NOUN
fcis-13998	298	7	,	,	PUNCT
fcis-13998	298	8	2022	2022	NUM
fcis-13998	298	9	.	.	PUNCT
fcis-13998	299	1	[	[	X
fcis-13998	299	2	7	7	X
fcis-13998	299	3	]	]	X
fcis-13998	299	4	wang	wang	PROPN
fcis-13998	299	5	fei	fei	PROPN
fcis-13998	299	6	.	.	PUNCT
fcis-13998	300	1	a	a	DET
fcis-13998	300	2	feature	feature	NOUN
fcis-13998	300	3	-	-	PUNCT
fcis-13998	300	4	based	base	VERB
fcis-13998	300	5	adaptive	adaptive	ADJ
fcis-13998	300	6	watermarking	watermarking	NOUN
fcis-13998	300	7	algorithm	algorithm	NOUN
fcis-13998	300	8	[	[	X
fcis-13998	300	9	j	j	X
fcis-13998	300	10	]	]	X
fcis-13998	300	11	.	.	PUNCT
fcis-13998	301	1	modern	modern	ADJ
fcis-13998	301	2	electronic	electronic	ADJ
fcis-13998	301	3	technology	technology	NOUN
fcis-13998	301	4	,	,	PUNCT
fcis-13998	301	5	2012	2012	NUM
fcis-13998	301	6	,	,	PUNCT
fcis-13998	301	7	35	35	NUM
fcis-13998	301	8	(	(	PUNCT
fcis-13998	301	9	14	14	NUM
fcis-13998	301	10	):	):	PUNCT
fcis-13998	301	11	83	83	NUM
fcis-13998	301	12	-	-	SYM
fcis-13998	301	13	86	86	NUM
fcis-13998	301	14	.	.	PUNCT
fcis-13998	302	1	[	[	X
fcis-13998	302	2	8	8	NUM
fcis-13998	302	3	]	]	X
fcis-13998	302	4	zhang	zhang	PROPN
fcis-13998	302	5	fengjuan	fengjuan	PROPN
fcis-13998	302	6	.	.	PUNCT
fcis-13998	303	1	research	research	NOUN
fcis-13998	303	2	on	on	ADP
fcis-13998	303	3	digital	digital	ADJ
fcis-13998	303	4	image	image	NOUN
fcis-13998	303	5	watermarking	watermarking	NOUN
fcis-13998	303	6	algorithm	algorithm	NOUN
fcis-13998	303	7	based	base	VERB
fcis-13998	303	8	on	on	ADP
fcis-13998	303	9	temporal	temporal	ADJ
fcis-13998	303	10	mixing	mixing	NOUN
fcis-13998	304	1	[	[	X
fcis-13998	304	2	d	d	X
fcis-13998	304	3	]	]	PUNCT
fcis-13998	304	4	.	.	PUNCT
fcis-13998	305	1	hebei	hebei	PROPN
fcis-13998	305	2	university	university	PROPN
fcis-13998	305	3	of	of	ADP
fcis-13998	305	4	technology	technology	NOUN
fcis-13998	305	5	,	,	PUNCT
fcis-13998	305	6	2015	2015	NUM
fcis-13998	305	7	.	.	PUNCT
fcis-13998	306	1	[	[	X
fcis-13998	306	2	9	9	NUM
fcis-13998	306	3	]	]	X
fcis-13998	306	4	sun	sun	PROPN
fcis-13998	306	5	xun	xun	PROPN
fcis-13998	306	6	.	.	PUNCT
fcis-13998	307	1	research	research	NOUN
fcis-13998	307	2	on	on	ADP
fcis-13998	307	3	reversible	reversible	ADJ
fcis-13998	307	4	watermarking	watermarking	NOUN
fcis-13998	307	5	algorithm	algorithm	NOUN
fcis-13998	307	6	for	for	ADP
fcis-13998	307	7	multimedia	multimedia	NOUN
fcis-13998	307	8	data	datum	NOUN
fcis-13998	308	1	[	[	X
fcis-13998	308	2	d	d	X
fcis-13998	308	3	]	]	X
fcis-13998	308	4	.	.	PUNCT
fcis-13998	309	1	nanjing	nanjing	PROPN
fcis-13998	309	2	university	university	PROPN
fcis-13998	309	3	of	of	ADP
fcis-13998	309	4	information	information	NOUN
fcis-13998	309	5	engineering	engineering	NOUN
fcis-13998	309	6	,	,	PUNCT
fcis-13998	309	7	2023	2023	NUM
fcis-13998	309	8	.	.	PUNCT
fcis-13998	310	1	[	[	X
fcis-13998	310	2	10	10	NUM
fcis-13998	310	3	]	]	X
fcis-13998	310	4	zhang	zhang	PROPN
fcis-13998	310	5	kun	kun	PROPN
fcis-13998	310	6	,	,	PUNCT
fcis-13998	310	7	deng	deng	PROPN
fcis-13998	310	8	mingxing	mingxing	PROPN
fcis-13998	310	9	.	.	PUNCT
fcis-13998	311	1	fpcb	fpcb	PROPN
fcis-13998	311	2	automatic	automatic	ADJ
fcis-13998	311	3	defect	defect	NOUN
fcis-13998	311	4	detection	detection	NOUN
fcis-13998	311	5	algorithm	algorithm	NOUN
fcis-13998	311	6	based	base	VERB
fcis-13998	311	7	on	on	ADP
fcis-13998	311	8	traditional	traditional	ADJ
fcis-13998	311	9	image	image	NOUN
fcis-13998	311	10	processing	processing	NOUN
fcis-13998	311	11	combined	combine	VERB
fcis-13998	311	12	with	with	ADP
fcis-13998	311	13	deep	deep	ADJ
fcis-13998	311	14	learning	learning	NOUN
fcis-13998	311	15	[	[	X
fcis-13998	311	16	j	j	X
fcis-13998	311	17	]	]	X
fcis-13998	311	18	.	.	PUNCT
fcis-13998	312	1	intelligent	intelligent	ADJ
fcis-13998	312	2	computer	computer	NOUN
fcis-13998	312	3	and	and	CCONJ
fcis-13998	312	4	application	application	NOUN
fcis-13998	312	5	,	,	PUNCT
fcis-13998	312	6	2023,13	2023,13	NUM
fcis-13998	312	7	(	(	PUNCT
fcis-13998	312	8	07	07	NUM
fcis-13998	312	9	)	)	PUNCT
fcis-13998	312	10	.	.	PUNCT
fcis-13998	313	1	[	[	X
fcis-13998	313	2	11	11	NUM
fcis-13998	313	3	]	]	PUNCT
fcis-13998	313	4	wang	wang	PROPN
fcis-13998	313	5	huilu	huilu	PROPN
fcis-13998	313	6	.	.	PUNCT
fcis-13998	314	1	research	research	NOUN
fcis-13998	314	2	on	on	ADP
fcis-13998	314	3	object	object	NOUN
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fcis-13998	314	6	based	base	VERB
fcis-13998	314	7	on	on	ADP
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fcis-13998	314	9	learning	learning	NOUN
fcis-13998	315	1	[	[	X
fcis-13998	315	2	d	d	X
fcis-13998	315	3	]	]	X
fcis-13998	315	4	.	.	PUNCT
fcis-13998	316	1	qingdao	qingdao	PROPN
fcis-13998	316	2	university	university	PROPN
fcis-13998	316	3	of	of	ADP
fcis-13998	316	4	science	science	NOUN
fcis-13998	316	5	and	and	CCONJ
fcis-13998	316	6	technology	technology	NOUN
fcis-13998	316	7	,	,	PUNCT
fcis-13998	316	8	2023	2023	NUM
fcis-13998	316	9	.	.	PUNCT
fcis-13998	317	1	[	[	X
fcis-13998	317	2	12	12	NUM
fcis-13998	317	3	]	]	X
fcis-13998	317	4	tu	tu	PROPN
fcis-13998	317	5	hang	hang	PROPN
fcis-13998	317	6	,	,	PUNCT
fcis-13998	317	7	yan	yan	PROPN
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fcis-13998	317	9	.	.	PUNCT
fcis-13998	318	1	research	research	NOUN
fcis-13998	318	2	and	and	CCONJ
fcis-13998	318	3	practice	practice	NOUN
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fcis-13998	318	5	deep	deep	ADJ
fcis-13998	318	6	learning	learning	NOUN
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fcis-13998	318	8	sample	sample	NOUN
fcis-13998	318	9	attack	attack	NOUN
fcis-13998	318	10	and	and	CCONJ
fcis-13998	318	11	defense	defense	NOUN
fcis-13998	318	12	technology	technology	NOUN
fcis-13998	319	1	[	[	X
fcis-13998	319	2	j	j	X
fcis-13998	319	3	]	]	X
fcis-13998	319	4	.	.	PUNCT
fcis-13998	320	1	data	datum	NOUN
fcis-13998	320	2	communication	communication	NOUN
fcis-13998	320	3	,	,	PUNCT
fcis-13998	320	4	2023	2023	NUM
fcis-13998	320	5	,	,	PUNCT
fcis-13998	320	6	(	(	PUNCT
fcis-13998	320	7	05	05	NUM
fcis-13998	320	8	)	)	PUNCT
fcis-13998	320	9	.	.	PUNCT
fcis-13998	321	1	[	[	X
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fcis-13998	321	18	methods	method	NOUN
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fcis-13998	336	33	.	.	PUNCT
fcis-13998	337	1	ieee	ieee	PROPN
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fcis-13998	337	4	:	:	PUNCT
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fcis-13998	340	9	.	.	PUNCT
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fcis-13998	341	2	watermarking	watermarking	NOUN
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fcis-13998	341	10	[	[	X
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