id	sid	tid	token	lemma	pos
cana-3472	1	1	communications	communication	NOUN
cana-3472	1	2	on	on	ADP
cana-3472	1	3	applied	apply	VERB
cana-3472	1	4	nonlinear	nonlinear	ADJ
cana-3472	1	5	analysis	analysis	NOUN
cana-3472	1	6	issn	issn	NOUN
cana-3472	1	7	:	:	PUNCT
cana-3472	1	8	1074	1074	NUM
cana-3472	1	9	-	-	PUNCT
cana-3472	1	10	133x	133x	NUM
cana-3472	1	11	vol	vol	NOUN
cana-3472	1	12	32	32	NUM
cana-3472	1	13	no	no	NOUN
cana-3472	1	14	.	.	PUNCT
cana-3472	2	1	7s	7	NOUN
cana-3472	2	2	(	(	PUNCT
cana-3472	2	3	2025	2025	NUM
cana-3472	2	4	)	)	PUNCT
cana-3472	2	5	651	651	NUM
cana-3472	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3472	2	7	unveiling	unveil	VERB
cana-3472	2	8	beauty	beauty	NOUN
cana-3472	2	9	's	's	PART
cana-3472	2	10	resilience	resilience	NOUN
cana-3472	2	11	:	:	PUNCT
cana-3472	2	12	golden	golden	ADJ
cana-3472	2	13	ratio	ratio	NOUN
cana-3472	2	14	's	's	PART
cana-3472	2	15	influence	influence	NOUN
cana-3472	2	16	on	on	ADP
cana-3472	2	17	facial	facial	ADJ
cana-3472	2	18	harmony	harmony	NOUN
cana-3472	2	19	and	and	CCONJ
cana-3472	2	20	post	post	ADJ
cana-3472	2	21	-	-	ADJ
cana-3472	2	22	injury	injury	ADJ
cana-3472	2	23	markings	marking	NOUN
cana-3472	2	24	palaniappan	palaniappan	PROPN
cana-3472	2	25	sambandam1	sambandam1	NOUN
cana-3472	2	26	,	,	PUNCT
cana-3472	2	27	anand	anand	PROPN
cana-3472	2	28	r2	r2	PROPN
cana-3472	2	29	1department	1department	NUM
cana-3472	2	30	of	of	ADP
cana-3472	2	31	artificial	artificial	ADJ
cana-3472	2	32	intelligence	intelligence	NOUN
cana-3472	2	33	and	and	CCONJ
cana-3472	2	34	data	datum	NOUN
cana-3472	2	35	science	science	NOUN
cana-3472	2	36	,	,	PUNCT
cana-3472	2	37	kcg	kcg	VERB
cana-3472	2	38	college	college	NOUN
cana-3472	2	39	of	of	ADP
cana-3472	2	40	technology	technology	NOUN
cana-3472	2	41	,	,	PUNCT
cana-3472	2	42	karapakkam	karapakkam	PROPN
cana-3472	2	43	,	,	PUNCT
cana-3472	2	44	chennai	chennai	PROPN
cana-3472	2	45	,	,	PUNCT
cana-3472	2	46	tamilnadu	tamilnadu	NOUN
cana-3472	2	47	,	,	PUNCT
cana-3472	2	48	india	india	PROPN
cana-3472	2	49	2department	2department	NUM
cana-3472	2	50	of	of	ADP
cana-3472	2	51	computer	computer	NOUN
cana-3472	2	52	science	science	NOUN
cana-3472	2	53	and	and	CCONJ
cana-3472	2	54	engineering	engineering	NOUN
cana-3472	2	55	,	,	PUNCT
cana-3472	2	56	easwari	easwari	PROPN
cana-3472	2	57	engineering	engineering	NOUN
cana-3472	2	58	college	college	PROPN
cana-3472	2	59	,	,	PUNCT
cana-3472	2	60	chennai	chennai	PROPN
cana-3472	2	61	,	,	PUNCT
cana-3472	2	62	india	india	PROPN
cana-3472	2	63	article	article	NOUN
cana-3472	2	64	history	history	NOUN
cana-3472	2	65	:	:	PUNCT
cana-3472	2	66	received	receive	VERB
cana-3472	2	67	:	:	PUNCT
cana-3472	2	68	27	27	NUM
cana-3472	2	69	-	-	SYM
cana-3472	2	70	10	10	NUM
cana-3472	2	71	-	-	PUNCT
cana-3472	2	72	2024	2024	NUM
cana-3472	2	73	revised:11	revised:11	VERB
cana-3472	2	74	-	-	SYM
cana-3472	2	75	11	11	NUM
cana-3472	2	76	-	-	PUNCT
cana-3472	2	77	2024	2024	NUM
cana-3472	2	78	accepted:19	accepted:19	VERB
cana-3472	2	79	-	-	PUNCT
cana-3472	2	80	12	12	NUM
cana-3472	2	81	-	-	PUNCT
cana-3472	2	82	2024	2024	NUM
cana-3472	2	83	abstract	abstract	NOUN
cana-3472	2	84	:	:	PUNCT
cana-3472	2	85	this	this	DET
cana-3472	2	86	research	research	NOUN
cana-3472	2	87	proposes	propose	VERB
cana-3472	2	88	a	a	DET
cana-3472	2	89	system	system	NOUN
cana-3472	2	90	that	that	PRON
cana-3472	2	91	incorporates	incorporate	VERB
cana-3472	2	92	the	the	DET
cana-3472	2	93	golden	golden	ADJ
cana-3472	2	94	ratio	ratio	NOUN
cana-3472	2	95	and	and	CCONJ
cana-3472	2	96	yolo	yolo	ADJ
cana-3472	2	97	algorithm	algorithm	NOUN
cana-3472	2	98	for	for	ADP
cana-3472	2	99	face	face	NOUN
cana-3472	2	100	analysis	analysis	NOUN
cana-3472	2	101	for	for	ADP
cana-3472	2	102	plastic	plastic	ADJ
cana-3472	2	103	surgery	surgery	NOUN
cana-3472	2	104	.	.	PUNCT
cana-3472	3	1	the	the	DET
cana-3472	3	2	system	system	NOUN
cana-3472	3	3	employs	employ	VERB
cana-3472	3	4	matlab	matlab	PROPN
cana-3472	3	5	to	to	PART
cana-3472	3	6	recognize	recognize	VERB
cana-3472	3	7	faces	face	NOUN
cana-3472	3	8	and	and	CCONJ
cana-3472	3	9	work	work	VERB
cana-3472	3	10	out	out	ADP
cana-3472	3	11	the	the	DET
cana-3472	3	12	geometric	geometric	ADJ
cana-3472	3	13	loci	loci	NOUN
cana-3472	3	14	associated	associate	VERB
cana-3472	3	15	with	with	ADP
cana-3472	3	16	the	the	DET
cana-3472	3	17	golden	golden	ADJ
cana-3472	3	18	ratio	ratio	NOUN
cana-3472	3	19	.	.	PUNCT
cana-3472	4	1	this	this	DET
cana-3472	4	2	data	datum	NOUN
cana-3472	4	3	can	can	AUX
cana-3472	4	4	help	help	VERB
cana-3472	4	5	surgeons	surgeon	NOUN
cana-3472	4	6	decide	decide	VERB
cana-3472	4	7	on	on	ADP
cana-3472	4	8	the	the	DET
cana-3472	4	9	parts	part	NOUN
cana-3472	4	10	of	of	ADP
cana-3472	4	11	the	the	DET
cana-3472	4	12	face	face	NOUN
cana-3472	4	13	that	that	PRON
cana-3472	4	14	require	require	VERB
cana-3472	4	15	augmentation	augmentation	NOUN
cana-3472	4	16	.	.	PUNCT
cana-3472	5	1	the	the	DET
cana-3472	5	2	system	system	NOUN
cana-3472	5	3	also	also	ADV
cana-3472	5	4	uses	use	VERB
cana-3472	5	5	a	a	DET
cana-3472	5	6	custom	custom	NOUN
cana-3472	5	7	yolo	yolo	ADJ
cana-3472	5	8	algorithm	algorithm	NOUN
cana-3472	5	9	-	-	PUNCT
cana-3472	5	10	based	base	VERB
cana-3472	5	11	model	model	NOUN
cana-3472	5	12	to	to	PART
cana-3472	5	13	identify	identify	VERB
cana-3472	5	14	burns	burn	NOUN
cana-3472	5	15	and	and	CCONJ
cana-3472	5	16	scars	scar	NOUN
cana-3472	5	17	on	on	ADP
cana-3472	5	18	the	the	DET
cana-3472	5	19	facial	facial	ADJ
cana-3472	5	20	area	area	NOUN
cana-3472	5	21	.	.	PUNCT
cana-3472	6	1	this	this	DET
cana-3472	6	2	model	model	NOUN
cana-3472	6	3	recognizes	recognize	VERB
cana-3472	6	4	features	feature	NOUN
cana-3472	6	5	in	in	ADP
cana-3472	6	6	pictures	picture	NOUN
cana-3472	6	7	of	of	ADP
cana-3472	6	8	burns	burn	NOUN
cana-3472	6	9	and	and	CCONJ
cana-3472	6	10	scars	scar	NOUN
cana-3472	6	11	to	to	PART
cana-3472	6	12	tell	tell	VERB
cana-3472	6	13	the	the	DET
cana-3472	6	14	pattern	pattern	NOUN
cana-3472	6	15	of	of	ADP
cana-3472	6	16	scarring	scar	VERB
cana-3472	6	17	present	present	ADJ
cana-3472	6	18	and	and	CCONJ
cana-3472	6	19	its	its	PRON
cana-3472	6	20	severity	severity	NOUN
cana-3472	6	21	.	.	PUNCT
cana-3472	7	1	the	the	DET
cana-3472	7	2	system	system	NOUN
cana-3472	7	3	comes	come	VERB
cana-3472	7	4	with	with	ADP
cana-3472	7	5	a	a	DET
cana-3472	7	6	unique	unique	ADJ
cana-3472	7	7	technology	technology	NOUN
cana-3472	7	8	for	for	ADP
cana-3472	7	9	the	the	DET
cana-3472	7	10	preparation	preparation	NOUN
cana-3472	7	11	of	of	ADP
cana-3472	7	12	a	a	DET
cana-3472	7	13	pdf	pdf	NOUN
cana-3472	7	14	report	report	NOUN
cana-3472	7	15	,	,	PUNCT
cana-3472	7	16	aimed	aim	VERB
cana-3472	7	17	at	at	ADP
cana-3472	7	18	surgeons	surgeon	NOUN
cana-3472	7	19	,	,	PUNCT
cana-3472	7	20	containing	contain	VERB
cana-3472	7	21	facial	facial	ADJ
cana-3472	7	22	characteristics	characteristic	NOUN
cana-3472	7	23	,	,	PUNCT
cana-3472	7	24	golden	golden	ADJ
cana-3472	7	25	proportions	proportion	NOUN
cana-3472	7	26	and	and	CCONJ
cana-3472	7	27	a	a	DET
cana-3472	7	28	certain	certain	ADJ
cana-3472	7	29	amount	amount	NOUN
cana-3472	7	30	of	of	ADP
cana-3472	7	31	scars	scar	NOUN
cana-3472	7	32	.	.	PUNCT
cana-3472	8	1	the	the	DET
cana-3472	8	2	experimental	experimental	ADJ
cana-3472	8	3	results	result	NOUN
cana-3472	8	4	reveal	reveal	VERB
cana-3472	8	5	that	that	SCONJ
cana-3472	8	6	the	the	DET
cana-3472	8	7	system	system	NOUN
cana-3472	8	8	successfully	successfully	ADV
cana-3472	8	9	detected	detect	VERB
cana-3472	8	10	95	95	NUM
cana-3472	8	11	%	%	NOUN
cana-3472	8	12	of	of	ADP
cana-3472	8	13	the	the	DET
cana-3472	8	14	facial	facial	ADJ
cana-3472	8	15	features	feature	NOUN
cana-3472	8	16	and	and	CCONJ
cana-3472	8	17	calculated	calculate	VERB
cana-3472	8	18	the	the	DET
cana-3472	8	19	golden	golden	ADJ
cana-3472	8	20	ratio	ratio	NOUN
cana-3472	8	21	while	while	SCONJ
cana-3472	8	22	90	90	NUM
cana-3472	8	23	%	%	NOUN
cana-3472	8	24	of	of	ADP
cana-3472	8	25	the	the	DET
cana-3472	8	26	scars	scar	NOUN
cana-3472	8	27	and	and	CCONJ
cana-3472	8	28	burns	burn	NOUN
cana-3472	8	29	were	be	AUX
cana-3472	8	30	identified	identify	VERB
cana-3472	8	31	.	.	PUNCT
cana-3472	9	1	this	this	DET
cana-3472	9	2	system	system	NOUN
cana-3472	9	3	provides	provide	VERB
cana-3472	9	4	an	an	DET
cana-3472	9	5	accurate	accurate	ADJ
cana-3472	9	6	and	and	CCONJ
cana-3472	9	7	customized	customized	ADJ
cana-3472	9	8	solution	solution	NOUN
cana-3472	9	9	for	for	ADP
cana-3472	9	10	plastic	plastic	ADJ
cana-3472	9	11	surgery	surgery	NOUN
cana-3472	9	12	.	.	PUNCT
cana-3472	10	1	keywords	keyword	NOUN
cana-3472	10	2	:	:	PUNCT
cana-3472	10	3	golden	golden	ADJ
cana-3472	10	4	ratio	ratio	NOUN
cana-3472	10	5	,	,	PUNCT
cana-3472	10	6	facial	facial	ADJ
cana-3472	10	7	features	feature	NOUN
cana-3472	10	8	,	,	PUNCT
cana-3472	10	9	fire	fire	NOUN
cana-3472	10	10	accidents	accident	NOUN
cana-3472	10	11	,	,	PUNCT
cana-3472	10	12	yolo	yolo	ADJ
cana-3472	10	13	algorithm	algorithm	NOUN
cana-3472	10	14	,	,	PUNCT
cana-3472	10	15	machine	machine	NOUN
cana-3472	10	16	learning	learning	NOUN
cana-3472	10	17	models	model	NOUN
cana-3472	10	18	,	,	PUNCT
cana-3472	10	19	beauty	beauty	NOUN
cana-3472	10	20	ratio	ratio	NOUN
cana-3472	10	21	,	,	PUNCT
cana-3472	10	22	golden	golden	ADJ
cana-3472	10	23	mask	mask	NOUN
cana-3472	10	24	,	,	PUNCT
cana-3472	10	25	plastic	plastic	ADJ
cana-3472	10	26	surgeons	surgeon	NOUN
cana-3472	10	27	1	1	NUM
cana-3472	10	28	.	.	PUNCT
cana-3472	10	29	introduction	introduction	NOUN
cana-3472	10	30	the	the	DET
cana-3472	10	31	golden	golden	ADJ
cana-3472	10	32	ratio	ratio	NOUN
cana-3472	10	33	,	,	PUNCT
cana-3472	10	34	a	a	DET
cana-3472	10	35	concept	concept	NOUN
cana-3472	10	36	that	that	PRON
cana-3472	10	37	is	be	AUX
cana-3472	10	38	often	often	ADV
cana-3472	10	39	seen	see	VERB
cana-3472	10	40	in	in	ADP
cana-3472	10	41	nature	nature	NOUN
cana-3472	10	42	,	,	PUNCT
cana-3472	10	43	is	be	AUX
cana-3472	10	44	commonly	commonly	ADV
cana-3472	10	45	used	use	VERB
cana-3472	10	46	for	for	ADP
cana-3472	10	47	evaluating	evaluate	VERB
cana-3472	10	48	the	the	DET
cana-3472	10	49	dimensions	dimension	NOUN
cana-3472	10	50	of	of	ADP
cana-3472	10	51	different	different	ADJ
cana-3472	10	52	objects	object	NOUN
cana-3472	10	53	.	.	PUNCT
cana-3472	11	1	this	this	PRON
cana-3472	11	2	is	be	AUX
cana-3472	11	3	because	because	SCONJ
cana-3472	11	4	it	it	PRON
cana-3472	11	5	appears	appear	VERB
cana-3472	11	6	that	that	SCONJ
cana-3472	11	7	a	a	DET
cana-3472	11	8	great	great	ADJ
cana-3472	11	9	many	many	ADJ
cana-3472	11	10	things	thing	NOUN
cana-3472	11	11	in	in	ADP
cana-3472	11	12	their	their	PRON
cana-3472	11	13	mother	mother	NOUN
cana-3472	11	14	nature	nature	NOUN
cana-3472	11	15	seem	seem	VERB
cana-3472	11	16	to	to	PART
cana-3472	11	17	conform	conform	VERB
cana-3472	11	18	to	to	ADP
cana-3472	11	19	this	this	DET
cana-3472	11	20	ratio	ratio	NOUN
cana-3472	11	21	and	and	CCONJ
cana-3472	11	22	which	which	PRON
cana-3472	11	23	are	be	AUX
cana-3472	11	24	pleasing	pleasing	ADJ
cana-3472	11	25	to	to	ADP
cana-3472	11	26	the	the	DET
cana-3472	11	27	eye	eye	NOUN
cana-3472	11	28	.	.	PUNCT
cana-3472	12	1	other	other	ADJ
cana-3472	12	2	than	than	ADP
cana-3472	12	3	macro	macro	ADJ
cana-3472	12	4	perspectives	perspective	NOUN
cana-3472	12	5	,	,	PUNCT
cana-3472	12	6	like	like	ADP
cana-3472	12	7	gold	gold	NOUN
cana-3472	12	8	-	-	PUNCT
cana-3472	12	9	on	on	ADP
cana-3472	12	10	-	-	PUNCT
cana-3472	12	11	the	the	DET
cana-3472	12	12	-	-	PUNCT
cana-3472	12	13	skin	skin	NOUN
cana-3472	12	14	ratio	ratio	NOUN
cana-3472	12	15	estimation	estimation	NOUN
cana-3472	12	16	,	,	PUNCT
cana-3472	12	17	this	this	DET
cana-3472	12	18	ratio	ratio	NOUN
cana-3472	12	19	can	can	AUX
cana-3472	12	20	also	also	ADV
cana-3472	12	21	be	be	AUX
cana-3472	12	22	applied	apply	VERB
cana-3472	12	23	for	for	ADP
cana-3472	12	24	estimating	estimate	VERB
cana-3472	12	25	the	the	DET
cana-3472	12	26	proportions	proportion	NOUN
cana-3472	12	27	of	of	ADP
cana-3472	12	28	various	various	ADJ
cana-3472	12	29	geometric	geometric	ADJ
cana-3472	12	30	points	point	NOUN
cana-3472	12	31	on	on	ADP
cana-3472	12	32	face	face	NOUN
cana-3472	12	33	such	such	ADJ
cana-3472	12	34	as	as	ADP
cana-3472	12	35	eye	eye	NOUN
cana-3472	12	36	distance	distance	NOUN
cana-3472	12	37	,	,	PUNCT
cana-3472	12	38	nose	nose	NOUN
cana-3472	12	39	,	,	PUNCT
cana-3472	12	40	lips	lip	NOUN
cana-3472	12	41	,	,	PUNCT
cana-3472	12	42	and	and	CCONJ
cana-3472	12	43	chins	chin	NOUN
cana-3472	12	44	.	.	PUNCT
cana-3472	13	1	roughly	roughly	ADV
cana-3472	13	2	equal	equal	ADJ
cana-3472	13	3	to	to	ADP
cana-3472	13	4	1.618	1.618	NUM
cana-3472	13	5	.	.	PUNCT
cana-3472	14	1	although	although	SCONJ
cana-3472	14	2	it	it	PRON
cana-3472	14	3	is	be	AUX
cana-3472	14	4	debatable	debatable	ADJ
cana-3472	14	5	and	and	CCONJ
cana-3472	14	6	ought	ought	AUX
cana-3472	14	7	to	to	PART
cana-3472	14	8	remain	remain	VERB
cana-3472	14	9	subjective	subjective	ADJ
cana-3472	14	10	with	with	ADP
cana-3472	14	11	regards	regard	NOUN
cana-3472	14	12	to	to	ADP
cana-3472	14	13	the	the	DET
cana-3472	14	14	role	role	NOUN
cana-3472	14	15	of	of	ADP
cana-3472	14	16	the	the	DET
cana-3472	14	17	golden	golden	ADJ
cana-3472	14	18	ratio	ratio	NOUN
cana-3472	14	19	when	when	SCONJ
cana-3472	14	20	analyzing	analyze	VERB
cana-3472	14	21	a	a	DET
cana-3472	14	22	human	human	ADJ
cana-3472	14	23	face	face	NOUN
cana-3472	14	24	,	,	PUNCT
cana-3472	14	25	it	it	PRON
cana-3472	14	26	’s	’	VERB
cana-3472	14	27	worth	worth	ADJ
cana-3472	14	28	noting	note	VERB
cana-3472	14	29	that	that	SCONJ
cana-3472	14	30	people	people	NOUN
cana-3472	14	31	who	who	PRON
cana-3472	14	32	design	design	VERB
cana-3472	14	33	aesthetically	aesthetically	ADV
cana-3472	14	34	astute	astute	ADJ
cana-3472	14	35	visual	visual	ADJ
cana-3472	14	36	compositions	composition	NOUN
cana-3472	14	37	such	such	ADJ
cana-3472	14	38	as	as	ADP
cana-3472	14	39	artists	artist	NOUN
cana-3472	14	40	and	and	CCONJ
cana-3472	14	41	architects	architect	NOUN
cana-3472	14	42	have	have	AUX
cana-3472	14	43	utilized	utilize	VERB
cana-3472	14	44	them	they	PRON
cana-3472	14	45	for	for	ADP
cana-3472	14	46	centuries	century	NOUN
cana-3472	14	47	.	.	PUNCT
cana-3472	15	1	the	the	DET
cana-3472	15	2	ratio	ratio	NOUN
cana-3472	15	3	of	of	ADP
cana-3472	15	4	the	the	DET
cana-3472	15	5	scalpel	scalpel	NOUN
cana-3472	15	6	is	be	AUX
cana-3472	15	7	equally	equally	ADV
cana-3472	15	8	employed	employ	VERB
cana-3472	15	9	in	in	ADP
cana-3472	15	10	plastic	plastic	ADJ
cana-3472	15	11	cosmetic	cosmetic	ADJ
cana-3472	15	12	surgery	surgery	NOUN
cana-3472	15	13	to	to	PART
cana-3472	15	14	enable	enable	VERB
cana-3472	15	15	the	the	DET
cana-3472	15	16	patients	patient	NOUN
cana-3472	15	17	’	'	PUNCT
cana-3472	15	18	faces	face	VERB
cana-3472	15	19	to	to	PART
cana-3472	15	20	be	be	AUX
cana-3472	15	21	proportioned	proportion	VERB
cana-3472	15	22	and	and	CCONJ
cana-3472	15	23	casted	cast	VERB
cana-3472	15	24	on	on	ADP
cana-3472	15	25	the	the	DET
cana-3472	15	26	ratios	ratio	NOUN
cana-3472	15	27	making	make	VERB
cana-3472	15	28	it	it	PRON
cana-3472	15	29	more	more	ADV
cana-3472	15	30	symmetrical	symmetrical	ADJ
cana-3472	15	31	.	.	PUNCT
cana-3472	16	1	φ	φ	PROPN
cana-3472	16	2	=	=	SYM
cana-3472	16	3	1+√5	1+√5	PROPN
cana-3472	16	4	2	2	NUM
cana-3472	16	5	;	;	PUNCT
cana-3472	16	6	φ	φ	PROPN
cana-3472	16	7	=	=	PUNCT
cana-3472	17	1	+	+	CCONJ
cana-3472	17	2	1.618033	1.618033	NUM
cana-3472	17	3	(	(	PUNCT
cana-3472	17	4	1	1	NUM
cana-3472	17	5	)	)	PUNCT
cana-3472	17	6	φ	φ	NOUN
cana-3472	17	7	=	=	SYM
cana-3472	18	1	1−√5	1−√5	NUM
cana-3472	18	2	2	2	NUM
cana-3472	18	3	;	;	PUNCT
cana-3472	18	4	φ	φ	PROPN
cana-3472	18	5	=	=	SYM
cana-3472	18	6	1.618033	1.618033	NUM
cana-3472	18	7	(	(	PUNCT
cana-3472	18	8	2	2	NUM
cana-3472	18	9	)	)	PUNCT
cana-3472	18	10	communications	communication	NOUN
cana-3472	18	11	on	on	ADP
cana-3472	18	12	applied	apply	VERB
cana-3472	18	13	nonlinear	nonlinear	ADJ
cana-3472	18	14	analysis	analysis	NOUN
cana-3472	18	15	issn	issn	NOUN
cana-3472	18	16	:	:	PUNCT
cana-3472	18	17	1074	1074	NUM
cana-3472	18	18	-	-	PUNCT
cana-3472	18	19	133x	133x	NUM
cana-3472	18	20	vol	vol	NOUN
cana-3472	18	21	32	32	NUM
cana-3472	18	22	no	no	NOUN
cana-3472	18	23	.	.	PUNCT
cana-3472	19	1	7s	7	NOUN
cana-3472	19	2	(	(	PUNCT
cana-3472	19	3	2025	2025	NUM
cana-3472	19	4	)	)	PUNCT
cana-3472	19	5	652	652	NUM
cana-3472	19	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3472	19	7	1.1	1.1	NUM
cana-3472	19	8	.	.	PUNCT
cana-3472	20	1	objective	objective	NOUN
cana-3472	20	2	of	of	ADP
cana-3472	20	3	the	the	DET
cana-3472	20	4	study	study	NOUN
cana-3472	20	5	thus	thus	ADV
cana-3472	20	6	the	the	DET
cana-3472	20	7	main	main	ADJ
cana-3472	20	8	objective	objective	NOUN
cana-3472	20	9	of	of	ADP
cana-3472	20	10	this	this	DET
cana-3472	20	11	study	study	NOUN
cana-3472	20	12	is	be	AUX
cana-3472	20	13	that	that	PRON
cana-3472	20	14	of	of	ADP
cana-3472	20	15	explaining	explain	VERB
cana-3472	20	16	how	how	SCONJ
cana-3472	20	17	to	to	PART
cana-3472	20	18	evaluate	evaluate	VERB
cana-3472	20	19	facial	facial	ADJ
cana-3472	20	20	features	feature	NOUN
cana-3472	20	21	that	that	PRON
cana-3472	20	22	are	be	AUX
cana-3472	20	23	carved	carve	VERB
cana-3472	20	24	out	out	ADP
cana-3472	20	25	from	from	ADP
cana-3472	20	26	the	the	DET
cana-3472	20	27	golden	golden	ADJ
cana-3472	20	28	ratio	ratio	NOUN
cana-3472	20	29	and	and	CCONJ
cana-3472	20	30	the	the	DET
cana-3472	20	31	extent	extent	NOUN
cana-3472	20	32	of	of	ADP
cana-3472	20	33	scars	scar	NOUN
cana-3472	20	34	and	and	CCONJ
cana-3472	20	35	burns	burn	NOUN
cana-3472	20	36	.	.	PUNCT
cana-3472	21	1	the	the	DET
cana-3472	21	2	study	study	NOUN
cana-3472	21	3	is	be	AUX
cana-3472	21	4	constructed	construct	VERB
cana-3472	21	5	to	to	PART
cana-3472	21	6	develop	develop	VERB
cana-3472	21	7	a	a	DET
cana-3472	21	8	system	system	NOUN
cana-3472	21	9	that	that	PRON
cana-3472	21	10	would	would	AUX
cana-3472	21	11	,	,	PUNCT
cana-3472	21	12	with	with	ADP
cana-3472	21	13	a	a	DET
cana-3472	21	14	high	high	ADJ
cana-3472	21	15	degree	degree	NOUN
cana-3472	21	16	of	of	ADP
cana-3472	21	17	accuracy	accuracy	NOUN
cana-3472	21	18	,	,	PUNCT
cana-3472	21	19	help	help	NOUN
cana-3472	21	20	in	in	ADP
cana-3472	21	21	assessing	assess	VERB
cana-3472	21	22	facial	facial	ADJ
cana-3472	21	23	symmetry	symmetry	NOUN
cana-3472	21	24	and	and	CCONJ
cana-3472	21	25	areas	area	NOUN
cana-3472	21	26	of	of	ADP
cana-3472	21	27	the	the	DET
cana-3472	21	28	face	face	NOUN
cana-3472	21	29	that	that	PRON
cana-3472	21	30	have	have	AUX
cana-3472	21	31	been	be	AUX
cana-3472	21	32	bruised	bruise	VERB
cana-3472	21	33	and	and	CCONJ
cana-3472	21	34	scarred	scar	VERB
cana-3472	21	35	by	by	ADP
cana-3472	21	36	bonfires	bonfire	NOUN
cana-3472	21	37	.	.	PUNCT
cana-3472	22	1	in	in	ADP
cana-3472	22	2	this	this	DET
cana-3472	22	3	regard	regard	NOUN
cana-3472	22	4	,	,	PUNCT
cana-3472	22	5	the	the	DET
cana-3472	22	6	specific	specific	ADJ
cana-3472	22	7	goals	goal	NOUN
cana-3472	22	8	of	of	ADP
cana-3472	22	9	the	the	DET
cana-3472	22	10	study	study	NOUN
cana-3472	22	11	are	be	AUX
cana-3472	22	12	as	as	SCONJ
cana-3472	22	13	follows	follow	VERB
cana-3472	22	14	:	:	PUNCT
cana-3472	22	15	create	create	VERB
cana-3472	22	16	algorithms	algorithm	NOUN
cana-3472	22	17	that	that	PRON
cana-3472	22	18	derive	derive	VERB
cana-3472	22	19	the	the	DET
cana-3472	22	20	value	value	NOUN
cana-3472	22	21	of	of	ADP
cana-3472	22	22	the	the	DET
cana-3472	22	23	golden	golden	ADJ
cana-3472	22	24	ratio	ratio	NOUN
cana-3472	22	25	with	with	ADP
cana-3472	22	26	respect	respect	NOUN
cana-3472	22	27	to	to	ADP
cana-3472	22	28	facial	facial	ADJ
cana-3472	22	29	features	feature	NOUN
cana-3472	22	30	:	:	PUNCT
cana-3472	22	31	the	the	DET
cana-3472	22	32	goal	goal	NOUN
cana-3472	22	33	of	of	ADP
cana-3472	22	34	the	the	DET
cana-3472	22	35	present	present	ADJ
cana-3472	22	36	study	study	NOUN
cana-3472	22	37	is	be	AUX
cana-3472	22	38	to	to	PART
cana-3472	22	39	develop	develop	VERB
cana-3472	22	40	some	some	DET
cana-3472	22	41	algorithms	algorithm	NOUN
cana-3472	22	42	that	that	PRON
cana-3472	22	43	would	would	AUX
cana-3472	22	44	calculate	calculate	VERB
cana-3472	22	45	the	the	DET
cana-3472	22	46	golden	golden	ADJ
cana-3472	22	47	ratios	ratio	NOUN
cana-3472	22	48	of	of	ADP
cana-3472	22	49	various	various	ADJ
cana-3472	22	50	elements	element	NOUN
cana-3472	22	51	of	of	ADP
cana-3472	22	52	the	the	DET
cana-3472	22	53	face	face	NOUN
cana-3472	22	54	e.g.	e.g.	ADV
cana-3472	22	55	,	,	PUNCT
cana-3472	22	56	facial	facial	ADJ
cana-3472	22	57	width	width	NOUN
cana-3472	22	58	,	,	PUNCT
cana-3472	22	59	the	the	DET
cana-3472	22	60	nose	nose	NOUN
cana-3472	22	61	,	,	PUNCT
cana-3472	22	62	and	and	CCONJ
cana-3472	22	63	the	the	DET
cana-3472	22	64	eyes	eye	NOUN
cana-3472	22	65	.	.	PUNCT
cana-3472	23	1	these	these	DET
cana-3472	23	2	algorithms	algorithm	NOUN
cana-3472	23	3	will	will	AUX
cana-3472	23	4	be	be	AUX
cana-3472	23	5	used	use	VERB
cana-3472	23	6	to	to	PART
cana-3472	23	7	measure	measure	VERB
cana-3472	23	8	the	the	DET
cana-3472	23	9	extent	extent	NOUN
cana-3472	23	10	of	of	ADP
cana-3472	23	11	facial	facial	ADJ
cana-3472	23	12	symmetry	symmetry	NOUN
cana-3472	23	13	in	in	ADP
cana-3472	23	14	relation	relation	NOUN
cana-3472	23	15	to	to	ADP
cana-3472	23	16	the	the	DET
cana-3472	23	17	golden	golden	ADJ
cana-3472	23	18	ratio	ratio	NOUN
cana-3472	23	19	.	.	PUNCT
cana-3472	24	1	employ	employ	VERB
cana-3472	24	2	yolo	yolo	ADJ
cana-3472	24	3	object	object	NOUN
cana-3472	24	4	detection	detection	NOUN
cana-3472	24	5	method	method	NOUN
cana-3472	24	6	to	to	PART
cana-3472	24	7	extract	extract	VERB
cana-3472	24	8	facial	facial	ADJ
cana-3472	24	9	features	feature	NOUN
cana-3472	24	10	:	:	PUNCT
cana-3472	24	11	the	the	DET
cana-3472	24	12	study	study	NOUN
cana-3472	24	13	seeks	seek	VERB
cana-3472	24	14	to	to	PART
cana-3472	24	15	use	use	VERB
cana-3472	24	16	the	the	DET
cana-3472	24	17	yolo	yolo	ADJ
cana-3472	24	18	algorithm	algorithm	NOUN
cana-3472	24	19	in	in	ADP
cana-3472	24	20	extracting	extract	VERB
cana-3472	24	21	critical	critical	ADJ
cana-3472	24	22	elements	element	NOUN
cana-3472	24	23	of	of	ADP
cana-3472	24	24	the	the	DET
cana-3472	24	25	face	face	NOUN
cana-3472	24	26	such	such	ADJ
cana-3472	24	27	as	as	ADP
cana-3472	24	28	the	the	DET
cana-3472	24	29	eyes	eye	NOUN
cana-3472	24	30	nose	nose	NOUN
cana-3472	24	31	and	and	CCONJ
cana-3472	24	32	mouth	mouth	NOUN
cana-3472	24	33	from	from	ADP
cana-3472	24	34	facial	facial	ADJ
cana-3472	24	35	images	image	NOUN
cana-3472	24	36	.	.	PUNCT
cana-3472	25	1	this	this	PRON
cana-3472	25	2	will	will	AUX
cana-3472	25	3	help	help	VERB
cana-3472	25	4	the	the	DET
cana-3472	25	5	system	system	NOUN
cana-3472	25	6	in	in	ADP
cana-3472	25	7	pinpointing	pinpoint	VERB
cana-3472	25	8	and	and	CCONJ
cana-3472	25	9	examining	examine	VERB
cana-3472	25	10	those	those	DET
cana-3472	25	11	facial	facial	ADJ
cana-3472	25	12	portions	portion	NOUN
cana-3472	25	13	that	that	PRON
cana-3472	25	14	have	have	AUX
cana-3472	25	15	been	be	AUX
cana-3472	25	16	pertained	pertain	VERB
cana-3472	25	17	with	with	ADP
cana-3472	25	18	burns	burn	NOUN
cana-3472	25	19	and	and	CCONJ
cana-3472	25	20	scars	scar	NOUN
cana-3472	25	21	.	.	PUNCT
cana-3472	26	1	test	test	VERB
cana-3472	26	2	the	the	DET
cana-3472	26	3	system	system	NOUN
cana-3472	26	4	using	use	VERB
cana-3472	26	5	precision	precision	NOUN
cana-3472	26	6	-	-	PUNCT
cana-3472	26	7	recall	recall	NOUN
cana-3472	26	8	and	and	CCONJ
cana-3472	26	9	f1	f1	NOUN
cana-3472	26	10	confidence	confidence	NOUN
cana-3472	26	11	curves	curve	NOUN
cana-3472	26	12	:	:	PUNCT
cana-3472	26	13	an	an	DET
cana-3472	26	14	objective	objective	NOUN
cana-3472	26	15	of	of	ADP
cana-3472	26	16	this	this	DET
cana-3472	26	17	research	research	NOUN
cana-3472	26	18	is	be	AUX
cana-3472	26	19	to	to	PART
cana-3472	26	20	determine	determine	VERB
cana-3472	26	21	the	the	DET
cana-3472	26	22	effectiveness	effectiveness	NOUN
cana-3472	26	23	and	and	CCONJ
cana-3472	26	24	accuracy	accuracy	NOUN
cana-3472	26	25	of	of	ADP
cana-3472	26	26	the	the	DET
cana-3472	26	27	system	system	NOUN
cana-3472	26	28	which	which	PRON
cana-3472	26	29	has	have	AUX
cana-3472	26	30	been	be	AUX
cana-3472	26	31	developed	develop	VERB
cana-3472	26	32	for	for	ADP
cana-3472	26	33	the	the	DET
cana-3472	26	34	automatic	automatic	ADJ
cana-3472	26	35	evaluation	evaluation	NOUN
cana-3472	26	36	of	of	ADP
cana-3472	26	37	facial	facial	ADJ
cana-3472	26	38	features	feature	NOUN
cana-3472	26	39	including	include	VERB
cana-3472	26	40	the	the	DET
cana-3472	26	41	assessment	assessment	NOUN
cana-3472	26	42	of	of	ADP
cana-3472	26	43	burn	burn	NOUN
cana-3472	26	44	and	and	CCONJ
cana-3472	26	45	scar	scar	ADJ
cana-3472	26	46	severity	severity	NOUN
cana-3472	26	47	.	.	PUNCT
cana-3472	27	1	this	this	PRON
cana-3472	27	2	will	will	AUX
cana-3472	27	3	involve	involve	VERB
cana-3472	27	4	the	the	DET
cana-3472	27	5	evaluation	evaluation	NOUN
cana-3472	27	6	of	of	ADP
cana-3472	27	7	the	the	DET
cana-3472	27	8	system	system	NOUN
cana-3472	27	9	outputs	output	NOUN
cana-3472	27	10	against	against	ADP
cana-3472	27	11	the	the	DET
cana-3472	27	12	gold	gold	ADJ
cana-3472	27	13	standard	standard	NOUN
cana-3472	27	14	which	which	PRON
cana-3472	27	15	in	in	ADP
cana-3472	27	16	this	this	DET
cana-3472	27	17	case	case	NOUN
cana-3472	27	18	are	be	AUX
cana-3472	27	19	medical	medical	ADJ
cana-3472	27	20	professionals	professional	NOUN
cana-3472	27	21	.	.	PUNCT
cana-3472	28	1	define	define	VERB
cana-3472	28	2	restrictions	restriction	NOUN
cana-3472	28	3	instead	instead	ADV
cana-3472	28	4	of	of	ADP
cana-3472	28	5	limitations	limitation	NOUN
cana-3472	28	6	and	and	CCONJ
cana-3472	28	7	propose	propose	VERB
cana-3472	28	8	measures	measure	NOUN
cana-3472	28	9	that	that	PRON
cana-3472	28	10	may	may	AUX
cana-3472	28	11	challenge	challenge	VERB
cana-3472	28	12	the	the	DET
cana-3472	28	13	current	current	ADJ
cana-3472	28	14	system	system	NOUN
cana-3472	28	15	:	:	PUNCT
cana-3472	28	16	within	within	ADP
cana-3472	28	17	the	the	DET
cana-3472	28	18	scope	scope	NOUN
cana-3472	28	19	of	of	ADP
cana-3472	28	20	the	the	DET
cana-3472	28	21	study	study	NOUN
cana-3472	28	22	,	,	PUNCT
cana-3472	28	23	the	the	DET
cana-3472	28	24	authors	author	NOUN
cana-3472	28	25	intend	intend	VERB
cana-3472	28	26	to	to	PART
cana-3472	28	27	examine	examine	VERB
cana-3472	28	28	any	any	DET
cana-3472	28	29	constraints	constraint	NOUN
cana-3472	28	30	or	or	CCONJ
cana-3472	28	31	difficulties	difficulty	NOUN
cana-3472	28	32	faced	face	VERB
cana-3472	28	33	during	during	ADP
cana-3472	28	34	the	the	DET
cana-3472	28	35	design	design	NOUN
cana-3472	28	36	or	or	CCONJ
cana-3472	28	37	practical	practical	ADJ
cana-3472	28	38	application	application	NOUN
cana-3472	28	39	of	of	ADP
cana-3472	28	40	the	the	DET
cana-3472	28	41	developed	develop	VERB
cana-3472	28	42	system	system	NOUN
cana-3472	28	43	.	.	PUNCT
cana-3472	29	1	following	follow	VERB
cana-3472	29	2	from	from	ADP
cana-3472	29	3	these	these	DET
cana-3472	29	4	results	result	NOUN
cana-3472	29	5	,	,	PUNCT
cana-3472	29	6	the	the	DET
cana-3472	29	7	work	work	NOUN
cana-3472	29	8	will	will	AUX
cana-3472	29	9	outline	outline	VERB
cana-3472	29	10	directions	direction	NOUN
cana-3472	29	11	for	for	ADP
cana-3472	29	12	future	future	ADJ
cana-3472	29	13	study	study	NOUN
cana-3472	29	14	and	and	CCONJ
cana-3472	29	15	recommendations	recommendation	NOUN
cana-3472	29	16	for	for	ADP
cana-3472	29	17	improvement	improvement	NOUN
cana-3472	29	18	of	of	ADP
cana-3472	29	19	system	system	NOUN
cana-3472	29	20	’s	’s	PART
cana-3472	29	21	precision	precision	NOUN
cana-3472	29	22	and	and	CCONJ
cana-3472	29	23	reliability	reliability	NOUN
cana-3472	29	24	.	.	PUNCT
cana-3472	30	1	2	2	X
cana-3472	30	2	.	.	X
cana-3472	30	3	literature	literature	NOUN
cana-3472	30	4	survey	survey	NOUN
cana-3472	30	5	mathematicians	mathematician	NOUN
cana-3472	30	6	have	have	AUX
cana-3472	30	7	proposed	propose	VERB
cana-3472	30	8	the	the	DET
cana-3472	30	9	application	application	NOUN
cana-3472	30	10	of	of	ADP
cana-3472	30	11	golden	golden	ADJ
cana-3472	30	12	ratio	ratio	NOUN
cana-3472	30	13	in	in	ADP
cana-3472	30	14	the	the	DET
cana-3472	30	15	evaluation	evaluation	NOUN
cana-3472	30	16	of	of	ADP
cana-3472	30	17	facial	facial	ADJ
cana-3472	30	18	features	feature	NOUN
cana-3472	30	19	’	'	PUNCT
cana-3472	30	20	proportions	proportion	NOUN
cana-3472	30	21	and	and	CCONJ
cana-3472	30	22	symmetry	symmetry	NOUN
cana-3472	30	23	.	.	PUNCT
cana-3472	31	1	it	it	PRON
cana-3472	31	2	is	be	AUX
cana-3472	31	3	believed	believe	VERB
cana-3472	31	4	that	that	SCONJ
cana-3472	31	5	the	the	DET
cana-3472	31	6	golden	golden	ADJ
cana-3472	31	7	ratio	ratio	NOUN
cana-3472	31	8	,	,	PUNCT
cana-3472	31	9	also	also	ADV
cana-3472	31	10	referred	refer	VERB
cana-3472	31	11	to	to	ADP
cana-3472	31	12	as	as	ADP
cana-3472	31	13	the	the	DET
cana-3472	31	14	divine	divine	ADJ
cana-3472	31	15	proportion	proportion	NOUN
cana-3472	31	16	,	,	PUNCT
cana-3472	31	17	exists	exist	VERB
cana-3472	31	18	in	in	ADP
cana-3472	31	19	many	many	ADJ
cana-3472	31	20	things	thing	NOUN
cana-3472	31	21	in	in	ADP
cana-3472	31	22	nature	nature	NOUN
cana-3472	31	23	and	and	CCONJ
cana-3472	31	24	is	be	AUX
cana-3472	31	25	considered	consider	VERB
cana-3472	31	26	beautiful	beautiful	ADJ
cana-3472	31	27	by	by	ADP
cana-3472	31	28	human	human	ADJ
cana-3472	31	29	beings	being	NOUN
cana-3472	31	30	.	.	PUNCT
cana-3472	32	1	[	[	X
cana-3472	32	2	1]sharma	1]sharma	NUM
cana-3472	32	3	et	et	NOUN
cana-3472	32	4	al	al	PROPN
cana-3472	32	5	.	.	PROPN
cana-3472	33	1	(	(	PUNCT
cana-3472	33	2	2012	2012	NUM
cana-3472	33	3	)	)	PUNCT
cana-3472	33	4	in	in	ADP
cana-3472	33	5	their	their	PRON
cana-3472	33	6	study	study	NOUN
cana-3472	33	7	focused	focus	VERB
cana-3472	33	8	on	on	ADP
cana-3472	33	9	measurement	measurement	NOUN
cana-3472	33	10	of	of	ADP
cana-3472	33	11	specific	specific	ADJ
cana-3472	33	12	areas	area	NOUN
cana-3472	33	13	of	of	ADP
cana-3472	33	14	the	the	DET
cana-3472	33	15	face	face	NOUN
cana-3472	33	16	,	,	PUNCT
cana-3472	33	17	determination	determination	NOUN
cana-3472	33	18	of	of	ADP
cana-3472	33	19	facial	facial	ADJ
cana-3472	33	20	symmetry	symmetry	NOUN
cana-3472	33	21	and	and	CCONJ
cana-3472	33	22	defining	define	VERB
cana-3472	33	23	if	if	SCONJ
cana-3472	33	24	the	the	DET
cana-3472	33	25	golden	golden	ADJ
cana-3472	33	26	ratio	ratio	NOUN
cana-3472	33	27	was	be	AUX
cana-3472	33	28	present	present	ADJ
cana-3472	33	29	in	in	ADP
cana-3472	33	30	the	the	DET
cana-3472	33	31	facial	facial	ADJ
cana-3472	33	32	features	feature	NOUN
cana-3472	33	33	among	among	ADP
cana-3472	33	34	the	the	DET
cana-3472	33	35	subjects	subject	NOUN
cana-3472	33	36	.	.	PUNCT
cana-3472	34	1	the	the	DET
cana-3472	34	2	author	author	NOUN
cana-3472	34	3	noticed	notice	VERB
cana-3472	34	4	that	that	SCONJ
cana-3472	34	5	the	the	DET
cana-3472	34	6	golden	golden	ADJ
cana-3472	34	7	ratio	ratio	NOUN
cana-3472	34	8	occurred	occur	VERB
cana-3472	34	9	in	in	ADP
cana-3472	34	10	all	all	DET
cana-3472	34	11	the	the	DET
cana-3472	34	12	facial	facial	ADJ
cana-3472	34	13	features	feature	NOUN
cana-3472	34	14	of	of	ADP
cana-3472	34	15	the	the	DET
cana-3472	34	16	subjects	subject	NOUN
cana-3472	34	17	which	which	PRON
cana-3472	34	18	mean	mean	VERB
cana-3472	34	19	the	the	DET
cana-3472	34	20	golden	golden	ADJ
cana-3472	34	21	ratio	ratio	NOUN
cana-3472	34	22	is	be	AUX
cana-3472	34	23	an	an	DET
cana-3472	34	24	element	element	NOUN
cana-3472	34	25	of	of	ADP
cana-3472	34	26	constituents	constituent	NOUN
cana-3472	34	27	of	of	ADP
cana-3472	34	28	the	the	DET
cana-3472	34	29	symmetrical	symmetrical	ADJ
cana-3472	34	30	features	feature	NOUN
cana-3472	34	31	of	of	ADP
cana-3472	34	32	a	a	DET
cana-3472	34	33	face	face	NOUN
cana-3472	34	34	.	.	PUNCT
cana-3472	35	1	[	[	X
cana-3472	35	2	2]m.j	2]m.j	X
cana-3472	35	3	.	.	PUNCT
cana-3472	35	4	fink	fink	PROPN
cana-3472	35	5	(	(	PUNCT
cana-3472	35	6	2010	2010	NUM
cana-3472	35	7	)	)	PUNCT
cana-3472	35	8	the	the	DET
cana-3472	35	9	author	author	NOUN
cana-3472	35	10	investigates	investigate	VERB
cana-3472	35	11	the	the	DET
cana-3472	35	12	relationship	relationship	NOUN
cana-3472	35	13	of	of	ADP
cana-3472	35	14	craniofacial	craniofacial	ADJ
cana-3472	35	15	interplay	interplay	NOUN
cana-3472	35	16	shape	shape	NOUN
cana-3472	35	17	asymmetry	asymmetry	NOUN
cana-3472	35	18	and	and	CCONJ
cana-3472	35	19	attractiveness	attractiveness	NOUN
cana-3472	35	20	.	.	PUNCT
cana-3472	36	1	to	to	PART
cana-3472	36	2	begin	begin	VERB
cana-3472	36	3	with	with	ADP
cana-3472	36	4	this	this	DET
cana-3472	36	5	subject	subject	NOUN
cana-3472	36	6	they	they	PRON
cana-3472	36	7	propose	propose	VERB
cana-3472	36	8	the	the	DET
cana-3472	36	9	idea	idea	NOUN
cana-3472	36	10	of	of	ADP
cana-3472	36	11	the	the	DET
cana-3472	36	12	importance	importance	NOUN
cana-3472	36	13	of	of	ADP
cana-3472	36	14	symmetrical	symmetrical	ADJ
cana-3472	36	15	features	feature	NOUN
cana-3472	36	16	in	in	ADP
cana-3472	36	17	head	head	NOUN
cana-3472	36	18	shapes	shape	NOUN
cana-3472	36	19	in	in	ADP
cana-3472	36	20	relation	relation	NOUN
cana-3472	36	21	to	to	ADP
cana-3472	36	22	their	their	PRON
cana-3472	36	23	attractiveness	attractiveness	NOUN
cana-3472	36	24	and	and	CCONJ
cana-3472	36	25	state	state	NOUN
cana-3472	36	26	that	that	SCONJ
cana-3472	36	27	instead	instead	ADV
cana-3472	36	28	of	of	ADP
cana-3472	36	29	symmetry	symmetry	NOUN
cana-3472	36	30	sometimes	sometimes	ADV
cana-3472	36	31	asymmetry	asymmetry	NOUN
cana-3472	36	32	might	might	AUX
cana-3472	36	33	be	be	AUX
cana-3472	36	34	more	more	ADV
cana-3472	36	35	important	important	ADJ
cana-3472	36	36	.	.	PUNCT
cana-3472	37	1	the	the	DET
cana-3472	37	2	paper	paper	NOUN
cana-3472	37	3	provides	provide	VERB
cana-3472	37	4	a	a	DET
cana-3472	37	5	suggestion	suggestion	NOUN
cana-3472	37	6	that	that	SCONJ
cana-3472	37	7	communications	communication	NOUN
cana-3472	37	8	on	on	ADP
cana-3472	37	9	applied	apply	VERB
cana-3472	37	10	nonlinear	nonlinear	ADJ
cana-3472	37	11	analysis	analysis	NOUN
cana-3472	37	12	issn	issn	NOUN
cana-3472	37	13	:	:	PUNCT
cana-3472	37	14	1074	1074	NUM
cana-3472	37	15	-	-	PUNCT
cana-3472	37	16	133x	133x	NUM
cana-3472	37	17	vol	vol	NOUN
cana-3472	37	18	32	32	NUM
cana-3472	37	19	no	no	NOUN
cana-3472	37	20	.	.	PUNCT
cana-3472	38	1	7s	7	NOUN
cana-3472	38	2	(	(	PUNCT
cana-3472	38	3	2025	2025	NUM
cana-3472	38	4	)	)	PUNCT
cana-3472	38	5	653	653	NUM
cana-3472	38	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3472	38	7	suggest	suggest	VERB
cana-3472	38	8	that	that	SCONJ
cana-3472	38	9	the	the	DET
cana-3472	38	10	evaluation	evaluation	NOUN
cana-3472	38	11	of	of	ADP
cana-3472	38	12	the	the	DET
cana-3472	38	13	features	feature	NOUN
cana-3472	38	14	of	of	ADP
cana-3472	38	15	the	the	DET
cana-3472	38	16	face	face	NOUN
cana-3472	38	17	having	have	VERB
cana-3472	38	18	certain	certain	ADJ
cana-3472	38	19	asymmetrical	asymmetrical	ADJ
cana-3472	38	20	characteristics	characteristic	NOUN
cana-3472	38	21	which	which	PRON
cana-3472	38	22	deviate	deviate	VERB
cana-3472	38	23	from	from	ADP
cana-3472	38	24	the	the	DET
cana-3472	38	25	golden	golden	ADJ
cana-3472	38	26	ratio	ratio	NOUN
cana-3472	38	27	is	be	AUX
cana-3472	38	28	appropriate	appropriate	ADJ
cana-3472	38	29	.	.	PUNCT
cana-3472	39	1	in	in	ADP
cana-3472	39	2	the	the	DET
cana-3472	39	3	same	same	ADJ
cana-3472	39	4	breath	breath	NOUN
cana-3472	39	5	,	,	PUNCT
cana-3472	39	6	the	the	DET
cana-3472	39	7	authors	author	NOUN
cana-3472	39	8	showed	show	VERB
cana-3472	39	9	that	that	SCONJ
cana-3472	39	10	individuals	individual	NOUN
cana-3472	39	11	with	with	ADP
cana-3472	39	12	the	the	DET
cana-3472	39	13	most	most	ADV
cana-3472	39	14	symmetrical	symmetrical	ADJ
cana-3472	39	15	faces	face	NOUN
cana-3472	39	16	had	have	VERB
cana-3472	39	17	the	the	DET
cana-3472	39	18	most	most	ADV
cana-3472	39	19	golden	golden	ADJ
cana-3472	39	20	ratio	ratio	NOUN
cana-3472	39	21	in	in	ADP
cana-3472	39	22	the	the	DET
cana-3472	39	23	various	various	ADJ
cana-3472	39	24	features	feature	NOUN
cana-3472	39	25	that	that	PRON
cana-3472	39	26	make	make	VERB
cana-3472	39	27	up	up	ADP
cana-3472	39	28	the	the	DET
cana-3472	39	29	face	face	NOUN
cana-3472	39	30	.	.	PUNCT
cana-3472	40	1	the	the	DET
cana-3472	40	2	research	research	NOUN
cana-3472	40	3	points	point	VERB
cana-3472	40	4	to	to	ADP
cana-3472	40	5	the	the	DET
cana-3472	40	6	need	need	NOUN
cana-3472	40	7	and	and	CCONJ
cana-3472	40	8	importance	importance	NOUN
cana-3472	40	9	of	of	ADP
cana-3472	40	10	having	have	VERB
cana-3472	40	11	a	a	DET
cana-3472	40	12	ratio	ratio	NOUN
cana-3472	40	13	within	within	ADP
cana-3472	40	14	the	the	DET
cana-3472	40	15	face	face	NOUN
cana-3472	40	16	through	through	ADP
cana-3472	40	17	which	which	DET
cana-3472	40	18	symmetry	symmetry	NOUN
cana-3472	40	19	is	be	AUX
cana-3472	40	20	achieved	achieve	VERB
cana-3472	40	21	.	.	PUNCT
cana-3472	41	1	some	some	DET
cana-3472	41	2	findings	finding	NOUN
cana-3472	41	3	of	of	ADP
cana-3472	41	4	the	the	DET
cana-3472	41	5	study	study	NOUN
cana-3472	41	6	may	may	AUX
cana-3472	41	7	be	be	AUX
cana-3472	41	8	useful	useful	ADJ
cana-3472	41	9	in	in	ADP
cana-3472	41	10	the	the	DET
cana-3472	41	11	area	area	NOUN
cana-3472	41	12	of	of	ADP
cana-3472	41	13	cosmetic	cosmetic	ADJ
cana-3472	41	14	surgery	surgery	NOUN
cana-3472	41	15	since	since	SCONJ
cana-3472	41	16	the	the	DET
cana-3472	41	17	golden	golden	ADJ
cana-3472	41	18	ratio	ratio	NOUN
cana-3472	41	19	would	would	AUX
cana-3472	41	20	act	act	VERB
cana-3472	41	21	as	as	ADP
cana-3472	41	22	a	a	DET
cana-3472	41	23	reference	reference	NOUN
cana-3472	41	24	point	point	NOUN
cana-3472	41	25	for	for	ADP
cana-3472	41	26	best	good	ADJ
cana-3472	41	27	proportion	proportion	NOUN
cana-3472	41	28	and	and	CCONJ
cana-3472	41	29	symmetry	symmetry	NOUN
cana-3472	41	30	in	in	ADP
cana-3472	41	31	the	the	DET
cana-3472	41	32	face	face	NOUN
cana-3472	41	33	.	.	PUNCT
cana-3472	42	1	countless	countless	ADJ
cana-3472	42	2	times	time	NOUN
cana-3472	42	3	,	,	PUNCT
cana-3472	42	4	the	the	DET
cana-3472	42	5	use	use	NOUN
cana-3472	42	6	of	of	ADP
cana-3472	42	7	golden	golden	ADJ
cana-3472	42	8	ratio	ratio	NOUN
cana-3472	42	9	especially	especially	ADV
cana-3472	42	10	in	in	ADP
cana-3472	42	11	the	the	DET
cana-3472	42	12	arts	art	NOUN
cana-3472	42	13	and	and	CCONJ
cana-3472	42	14	aesthetics	aesthetic	NOUN
cana-3472	42	15	field	field	NOUN
cana-3472	42	16	has	have	AUX
cana-3472	42	17	raised	raise	VERB
cana-3472	42	18	eyebrows	eyebrow	NOUN
cana-3472	42	19	.	.	PUNCT
cana-3472	43	1	one	one	NUM
cana-3472	43	2	such	such	ADJ
cana-3472	43	3	question	question	NOUN
cana-3472	43	4	was	be	AUX
cana-3472	43	5	raised	raise	VERB
cana-3472	43	6	by	by	ADP
cana-3472	43	7	3mario	3mario	NUM
cana-3472	43	8	livio	livio	PROPN
cana-3472	43	9	(	(	PUNCT
cana-3472	43	10	2004	2004	NUM
cana-3472	43	11	)	)	PUNCT
cana-3472	43	12	.	.	PUNCT
cana-3472	44	1	he	he	PRON
cana-3472	44	2	begins	begin	VERB
cana-3472	44	3	by	by	ADP
cana-3472	44	4	introducing	introduce	VERB
cana-3472	44	5	golden	golden	ADJ
cana-3472	44	6	section	section	NOUN
cana-3472	44	7	which	which	PRON
cana-3472	44	8	is	be	AUX
cana-3472	44	9	about	about	ADV
cana-3472	44	10	a	a	DET
cana-3472	44	11	ratio	ratio	NOUN
cana-3472	44	12	of	of	ADP
cana-3472	44	13	1.618	1.618	NUM
cana-3472	44	14	present	present	NOUN
cana-3472	44	15	in	in	ADP
cana-3472	44	16	all	all	DET
cana-3472	44	17	forms	form	NOUN
cana-3472	44	18	of	of	ADP
cana-3472	44	19	elements	element	NOUN
cana-3472	44	20	and	and	CCONJ
cana-3472	44	21	aesthetically	aesthetically	ADV
cana-3472	44	22	applied	apply	VERB
cana-3472	44	23	across	across	ADP
cana-3472	44	24	different	different	ADJ
cana-3472	44	25	disciplines	discipline	NOUN
cana-3472	44	26	such	such	ADJ
cana-3472	44	27	art	art	NOUN
cana-3472	44	28	,	,	PUNCT
cana-3472	44	29	architecture	architecture	NOUN
cana-3472	44	30	and	and	CCONJ
cana-3472	44	31	design	design	NOUN
cana-3472	44	32	.	.	PUNCT
cana-3472	45	1	then	then	ADV
cana-3472	45	2	give	give	VERB
cana-3472	45	3	several	several	ADJ
cana-3472	45	4	historical	historical	ADJ
cana-3472	45	5	evidences	evidence	NOUN
cana-3472	45	6	of	of	ADP
cana-3472	45	7	the	the	DET
cana-3472	45	8	application	application	NOUN
cana-3472	45	9	of	of	ADP
cana-3472	45	10	the	the	DET
cana-3472	45	11	golden	golden	ADJ
cana-3472	45	12	section	section	NOUN
cana-3472	45	13	in	in	ADP
cana-3472	45	14	art	art	NOUN
cana-3472	45	15	including	include	VERB
cana-3472	45	16	ancient	ancient	ADJ
cana-3472	45	17	greek	greek	ADJ
cana-3472	45	18	art	art	NOUN
cana-3472	45	19	and	and	CCONJ
cana-3472	45	20	renaissance	renaissance	NOUN
cana-3472	45	21	period	period	NOUN
cana-3472	45	22	art	art	NOUN
cana-3472	45	23	.	.	PUNCT
cana-3472	46	1	there	there	PRON
cana-3472	46	2	were	be	VERB
cana-3472	46	3	many	many	ADJ
cana-3472	46	4	proponents	proponent	NOUN
cana-3472	46	5	and	and	CCONJ
cana-3472	46	6	opponents	opponent	NOUN
cana-3472	46	7	of	of	ADP
cana-3472	46	8	the	the	DET
cana-3472	46	9	use	use	NOUN
cana-3472	46	10	of	of	ADP
cana-3472	46	11	ratio	ratio	NOUN
cana-3472	46	12	,	,	PUNCT
cana-3472	46	13	including	include	VERB
cana-3472	46	14	the	the	DET
cana-3472	46	15	belief	belief	NOUN
cana-3472	46	16	that	that	SCONJ
cana-3472	46	17	it	it	PRON
cana-3472	46	18	would	would	AUX
cana-3472	46	19	engender	engender	VERB
cana-3472	46	20	a	a	DET
cana-3472	46	21	feeling	feeling	NOUN
cana-3472	46	22	of	of	ADP
cana-3472	46	23	harmony	harmony	NOUN
cana-3472	46	24	and	and	CCONJ
cana-3472	46	25	balance	balance	NOUN
cana-3472	46	26	to	to	ADP
cana-3472	46	27	the	the	DET
cana-3472	46	28	viewer	viewer	NOUN
cana-3472	46	29	,	,	PUNCT
cana-3472	46	30	and	and	CCONJ
cana-3472	46	31	the	the	DET
cana-3472	46	32	rebuttal	rebuttal	NOUN
cana-3472	46	33	that	that	PRON
cana-3472	46	34	ratio	ratio	NOUN
cana-3472	46	35	driven	drive	VERB
cana-3472	46	36	designs	design	NOUN
cana-3472	46	37	are	be	AUX
cana-3472	46	38	rather	rather	ADV
cana-3472	46	39	simplistic	simplistic	ADJ
cana-3472	46	40	and	and	CCONJ
cana-3472	46	41	limiting	limit	VERB
cana-3472	46	42	in	in	ADP
cana-3472	46	43	nature	nature	NOUN
cana-3472	46	44	.	.	PUNCT
cana-3472	47	1	the	the	DET
cana-3472	47	2	notion	notion	NOUN
cana-3472	47	3	of	of	ADP
cana-3472	47	4	the	the	DET
cana-3472	47	5	golden	golden	ADJ
cana-3472	47	6	ratio	ratio	NOUN
cana-3472	47	7	transcends	transcend	VERB
cana-3472	47	8	beyond	beyond	ADP
cana-3472	47	9	art	art	NOUN
cana-3472	47	10	and	and	CCONJ
cana-3472	47	11	mathematics	mathematic	NOUN
cana-3472	47	12	.	.	PUNCT
cana-3472	48	1	there	there	PRON
cana-3472	48	2	is	be	VERB
cana-3472	48	3	evidence	evidence	NOUN
cana-3472	48	4	that	that	PRON
cana-3472	48	5	suggests	suggest	VERB
cana-3472	48	6	the	the	DET
cana-3472	48	7	presence	presence	NOUN
cana-3472	48	8	of	of	ADP
cana-3472	48	9	psychology	psychology	NOUN
cana-3472	48	10	in	in	ADP
cana-3472	48	11	aesthetics	aesthetic	NOUN
cana-3472	48	12	,	,	PUNCT
cana-3472	48	13	wherein	wherein	SCONJ
cana-3472	48	14	the	the	DET
cana-3472	48	15	golden	golden	ADJ
cana-3472	48	16	ratio	ratio	NOUN
cana-3472	48	17	impacts	impact	NOUN
cana-3472	48	18	how	how	SCONJ
cana-3472	48	19	the	the	DET
cana-3472	48	20	brain	brain	NOUN
cana-3472	48	21	interprets	interpret	VERB
cana-3472	48	22	beauty	beauty	NOUN
cana-3472	48	23	.	.	PUNCT
cana-3472	49	1	there	there	PRON
cana-3472	49	2	are	be	VERB
cana-3472	49	3	scientific	scientific	ADJ
cana-3472	49	4	findings	finding	NOUN
cana-3472	49	5	that	that	PRON
cana-3472	49	6	suggest	suggest	VERB
cana-3472	49	7	the	the	DET
cana-3472	49	8	human	human	ADJ
cana-3472	49	9	brain	brain	NOUN
cana-3472	49	10	might	might	AUX
cana-3472	49	11	have	have	VERB
cana-3472	49	12	a	a	DET
cana-3472	49	13	natural	natural	ADJ
cana-3472	49	14	affinity	affinity	NOUN
cana-3472	49	15	for	for	ADP
cana-3472	49	16	certain	certain	ADJ
cana-3472	49	17	patterns	pattern	NOUN
cana-3472	49	18	and	and	CCONJ
cana-3472	49	19	ratios	ratio	NOUN
cana-3472	49	20	that	that	PRON
cana-3472	49	21	resemble	resemble	VERB
cana-3472	49	22	the	the	DET
cana-3472	49	23	golden	golden	ADJ
cana-3472	49	24	ratio	ratio	NOUN
cana-3472	49	25	.	.	PUNCT
cana-3472	50	1	2.1	2.1	NUM
cana-3472	50	2	.	.	PUNCT
cana-3472	50	3	scope	scope	NOUN
cana-3472	50	4	of	of	ADP
cana-3472	50	5	the	the	DET
cana-3472	50	6	project	project	NOUN
cana-3472	50	7	the	the	DET
cana-3472	50	8	goal	goal	NOUN
cana-3472	50	9	of	of	ADP
cana-3472	50	10	this	this	DET
cana-3472	50	11	project	project	NOUN
cana-3472	50	12	is	be	AUX
cana-3472	50	13	to	to	PART
cana-3472	50	14	create	create	VERB
cana-3472	50	15	a	a	DET
cana-3472	50	16	standalone	standalone	ADJ
cana-3472	50	17	system	system	NOUN
cana-3472	50	18	for	for	ADP
cana-3472	50	19	the	the	DET
cana-3472	50	20	analysis	analysis	NOUN
cana-3472	50	21	of	of	ADP
cana-3472	50	22	facial	facial	ADJ
cana-3472	50	23	plastic	plastic	NOUN
cana-3472	50	24	surgery	surgery	NOUN
cana-3472	50	25	with	with	ADP
cana-3472	50	26	the	the	DET
cana-3472	50	27	aid	aid	NOUN
cana-3472	50	28	of	of	ADP
cana-3472	50	29	the	the	DET
cana-3472	50	30	golden	golden	ADJ
cana-3472	50	31	ratio	ratio	NOUN
cana-3472	50	32	and	and	CCONJ
cana-3472	50	33	the	the	DET
cana-3472	50	34	you	you	PRON
cana-3472	50	35	only	only	ADV
cana-3472	50	36	look	look	VERB
cana-3472	50	37	once	once	ADV
cana-3472	50	38	algorithm	algorithm	NOUN
cana-3472	50	39	.	.	PUNCT
cana-3472	51	1	the	the	DET
cana-3472	51	2	goal	goal	NOUN
cana-3472	51	3	of	of	ADP
cana-3472	51	4	this	this	DET
cana-3472	51	5	project	project	NOUN
cana-3472	51	6	is	be	AUX
cana-3472	51	7	to	to	PART
cana-3472	51	8	create	create	VERB
cana-3472	51	9	facial	facial	ADJ
cana-3472	51	10	surgical	surgical	ADJ
cana-3472	51	11	analysis	analysis	NOUN
cana-3472	51	12	from	from	ADP
cana-3472	51	13	both	both	CCONJ
cana-3472	51	14	the	the	DET
cana-3472	51	15	golden	golden	ADJ
cana-3472	51	16	ratio	ratio	NOUN
cana-3472	51	17	and	and	CCONJ
cana-3472	51	18	you	you	PRON
cana-3472	51	19	only	only	ADV
cana-3472	51	20	look	look	VERB
cana-3472	51	21	once	once	ADV
cana-3472	51	22	algorithm	algorithm	NOUN
cana-3472	51	23	.	.	PUNCT
cana-3472	52	1	it	it	PRON
cana-3472	52	2	will	will	AUX
cana-3472	52	3	process	process	VERB
cana-3472	52	4	images	image	NOUN
cana-3472	52	5	to	to	PART
cana-3472	52	6	detect	detect	VERB
cana-3472	52	7	human	human	ADJ
cana-3472	52	8	faces	face	NOUN
cana-3472	52	9	,	,	PUNCT
cana-3472	52	10	pull	pull	VERB
cana-3472	52	11	out	out	ADP
cana-3472	52	12	facial	facial	ADJ
cana-3472	52	13	features	feature	NOUN
cana-3472	52	14	,	,	PUNCT
cana-3472	52	15	and	and	CCONJ
cana-3472	52	16	estimate	estimate	VERB
cana-3472	52	17	geometric	geometric	ADJ
cana-3472	52	18	locations	location	NOUN
cana-3472	52	19	of	of	ADP
cana-3472	52	20	the	the	DET
cana-3472	52	21	golden	golden	ADJ
cana-3472	52	22	ratio	ratio	NOUN
cana-3472	52	23	on	on	ADP
cana-3472	52	24	people	people	NOUN
cana-3472	52	25	’s	’s	PART
cana-3472	52	26	faces	face	NOUN
cana-3472	52	27	.	.	PUNCT
cana-3472	53	1	we	we	PRON
cana-3472	53	2	will	will	AUX
cana-3472	53	3	employ	employ	VERB
cana-3472	53	4	the	the	DET
cana-3472	53	5	yolo	yolo	ADJ
cana-3472	53	6	algorithm	algorithm	NOUN
cana-3472	53	7	embedded	embed	VERB
cana-3472	53	8	in	in	ADP
cana-3472	53	9	the	the	DET
cana-3472	53	10	system	system	NOUN
cana-3472	53	11	to	to	PART
cana-3472	53	12	identify	identify	VERB
cana-3472	53	13	facial	facial	ADJ
cana-3472	53	14	defects	defect	NOUN
cana-3472	53	15	including	include	VERB
cana-3472	53	16	scars	scar	NOUN
cana-3472	53	17	and	and	CCONJ
cana-3472	53	18	burns	burn	NOUN
cana-3472	53	19	.	.	PUNCT
cana-3472	54	1	a	a	DET
cana-3472	54	2	dataset	dataset	NOUN
cana-3472	54	3	of	of	ADP
cana-3472	54	4	images	image	NOUN
cana-3472	54	5	will	will	AUX
cana-3472	54	6	be	be	AUX
cana-3472	54	7	used	use	VERB
cana-3472	54	8	to	to	PART
cana-3472	54	9	teach	teach	VERB
cana-3472	54	10	this	this	DET
cana-3472	54	11	algorithm	algorithm	NOUN
cana-3472	54	12	so	so	SCONJ
cana-3472	54	13	as	as	SCONJ
cana-3472	54	14	to	to	PART
cana-3472	54	15	differentiate	differentiate	VERB
cana-3472	54	16	the	the	DET
cana-3472	54	17	various	various	ADJ
cana-3472	54	18	types	type	NOUN
cana-3472	54	19	of	of	ADP
cana-3472	54	20	burn	burn	NOUN
cana-3472	54	21	patterns	pattern	NOUN
cana-3472	54	22	and	and	CCONJ
cana-3472	54	23	scars	scar	NOUN
cana-3472	54	24	to	to	PART
cana-3472	54	25	assist	assist	VERB
cana-3472	54	26	in	in	ADP
cana-3472	54	27	surgery	surgery	NOUN
cana-3472	54	28	planning	planning	NOUN
cana-3472	54	29	.	.	PUNCT
cana-3472	55	1	a	a	DET
cana-3472	55	2	custom	custom	NOUN
cana-3472	55	3	yolo	yolo	NOUN
cana-3472	55	4	-	-	PUNCT
cana-3472	55	5	based	base	VERB
cana-3472	55	6	algorithm	algorithm	NOUN
cana-3472	55	7	will	will	AUX
cana-3472	55	8	be	be	AUX
cana-3472	55	9	developed	develop	VERB
cana-3472	55	10	from	from	ADP
cana-3472	55	11	the	the	DET
cana-3472	55	12	ground	ground	NOUN
cana-3472	55	13	up	up	ADP
cana-3472	55	14	in	in	ADP
cana-3472	55	15	order	order	NOUN
cana-3472	55	16	to	to	PART
cana-3472	55	17	recognize	recognize	VERB
cana-3472	55	18	and	and	CCONJ
cana-3472	55	19	locate	locate	VERB
cana-3472	55	20	facial	facial	ADJ
cana-3472	55	21	burns	burn	NOUN
cana-3472	55	22	and	and	CCONJ
cana-3472	55	23	scars	scar	NOUN
cana-3472	55	24	.	.	PUNCT
cana-3472	56	1	the	the	DET
cana-3472	56	2	model	model	NOUN
cana-3472	56	3	will	will	AUX
cana-3472	56	4	be	be	AUX
cana-3472	56	5	trained	train	VERB
cana-3472	56	6	on	on	ADP
cana-3472	56	7	a	a	DET
cana-3472	56	8	variety	variety	NOUN
cana-3472	56	9	of	of	ADP
cana-3472	56	10	images	image	NOUN
cana-3472	56	11	,	,	PUNCT
cana-3472	56	12	to	to	PART
cana-3472	56	13	enhance	enhance	VERB
cana-3472	56	14	its	its	PRON
cana-3472	56	15	reliability	reliability	NOUN
cana-3472	56	16	and	and	CCONJ
cana-3472	56	17	applicability	applicability	NOUN
cana-3472	56	18	in	in	ADP
cana-3472	56	19	realistic	realistic	ADJ
cana-3472	56	20	situations	situation	NOUN
cana-3472	56	21	.	.	PUNCT
cana-3472	57	1	3	3	X
cana-3472	57	2	.	.	X
cana-3472	57	3	limitations	limitation	NOUN
cana-3472	57	4	before	before	ADP
cana-3472	57	5	the	the	DET
cana-3472	57	6	use	use	NOUN
cana-3472	57	7	of	of	ADP
cana-3472	57	8	the	the	DET
cana-3472	57	9	golden	golden	ADJ
cana-3472	57	10	ratio	ratio	NOUN
cana-3472	57	11	in	in	ADP
cana-3472	57	12	the	the	DET
cana-3472	57	13	evaluation	evaluation	NOUN
cana-3472	57	14	of	of	ADP
cana-3472	57	15	the	the	DET
cana-3472	57	16	ideal	ideal	ADJ
cana-3472	57	17	facial	facial	ADJ
cana-3472	57	18	elements	element	NOUN
cana-3472	57	19	has	have	AUX
cana-3472	57	20	received	receive	VERB
cana-3472	57	21	its	its	PRON
cana-3472	57	22	fair	fair	ADJ
cana-3472	57	23	share	share	NOUN
cana-3472	57	24	of	of	ADP
cana-3472	57	25	support	support	NOUN
cana-3472	57	26	and	and	CCONJ
cana-3472	57	27	dissent	dissent	NOUN
cana-3472	57	28	.	.	PUNCT
cana-3472	58	1	this	this	DET
cana-3472	58	2	area	area	NOUN
cana-3472	58	3	of	of	ADP
cana-3472	58	4	concern	concern	NOUN
cana-3472	58	5	has	have	AUX
cana-3472	58	6	been	be	AUX
cana-3472	58	7	raised	raise	VERB
cana-3472	58	8	because	because	SCONJ
cana-3472	58	9	some	some	DET
cana-3472	58	10	researches	research	NOUN
cana-3472	58	11	have	have	AUX
cana-3472	58	12	shown	show	VERB
cana-3472	58	13	that	that	SCONJ
cana-3472	58	14	it	it	PRON
cana-3472	58	15	is	be	AUX
cana-3472	58	16	possible	possible	ADJ
cana-3472	58	17	to	to	PART
cana-3472	58	18	establish	establish	VERB
cana-3472	58	19	the	the	DET
cana-3472	58	20	golden	golden	ADJ
cana-3472	58	21	ration	ration	NOUN
cana-3472	58	22	with	with	ADP
cana-3472	58	23	certain	certain	ADJ
cana-3472	58	24	ideal	ideal	ADJ
cana-3472	58	25	facial	facial	ADJ
cana-3472	58	26	components	component	NOUN
cana-3472	58	27	but	but	CCONJ
cana-3472	58	28	such	such	ADJ
cana-3472	58	29	views	view	NOUN
cana-3472	58	30	have	have	VERB
cana-3472	58	31	little	little	ADJ
cana-3472	58	32	practical	practical	ADJ
cana-3472	58	33	applications	application	NOUN
cana-3472	58	34	.	.	PUNCT
cana-3472	59	1	communications	communication	NOUN
cana-3472	59	2	on	on	ADP
cana-3472	59	3	applied	apply	VERB
cana-3472	59	4	nonlinear	nonlinear	ADJ
cana-3472	59	5	analysis	analysis	NOUN
cana-3472	59	6	issn	issn	NOUN
cana-3472	59	7	:	:	PUNCT
cana-3472	59	8	1074	1074	NUM
cana-3472	59	9	-	-	PUNCT
cana-3472	59	10	133x	133x	NUM
cana-3472	59	11	vol	vol	NOUN
cana-3472	59	12	32	32	NUM
cana-3472	59	13	no	no	NOUN
cana-3472	59	14	.	.	PUNCT
cana-3472	60	1	7s	7	NOUN
cana-3472	60	2	(	(	PUNCT
cana-3472	60	3	2025	2025	NUM
cana-3472	60	4	)	)	PUNCT
cana-3472	60	5	654	654	NUM
cana-3472	60	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3472	60	7	as	as	SCONJ
cana-3472	60	8	we	we	PRON
cana-3472	60	9	pointed	point	VERB
cana-3472	60	10	out	out	ADP
cana-3472	60	11	earlier	early	ADV
cana-3472	60	12	,	,	PUNCT
cana-3472	60	13	the	the	DET
cana-3472	60	14	gold	gold	NOUN
cana-3472	60	15	ratio	ratio	NOUN
cana-3472	60	16	should	should	AUX
cana-3472	60	17	not	not	PART
cana-3472	60	18	be	be	AUX
cana-3472	60	19	centralized	centralize	VERB
cana-3472	60	20	as	as	ADP
cana-3472	60	21	the	the	DET
cana-3472	60	22	only	only	ADJ
cana-3472	60	23	measure	measure	NOUN
cana-3472	60	24	of	of	ADP
cana-3472	60	25	beauty	beauty	NOUN
cana-3472	60	26	and	and	CCONJ
cana-3472	60	27	aesthetics	aesthetic	NOUN
cana-3472	60	28	today	today	NOUN
cana-3472	60	29	as	as	SCONJ
cana-3472	60	30	there	there	PRON
cana-3472	60	31	are	be	VERB
cana-3472	60	32	vast	vast	ADJ
cana-3472	60	33	differences	difference	NOUN
cana-3472	60	34	in	in	ADP
cana-3472	60	35	features	feature	NOUN
cana-3472	60	36	of	of	ADP
cana-3472	60	37	the	the	DET
cana-3472	60	38	average	average	ADJ
cana-3472	60	39	face	face	NOUN
cana-3472	60	40	across	across	ADP
cana-3472	60	41	populations	population	NOUN
cana-3472	60	42	.	.	PUNCT
cana-3472	61	1	some	some	DET
cana-3472	61	2	populations	population	NOUN
cana-3472	61	3	may	may	AUX
cana-3472	61	4	have	have	VERB
cana-3472	61	5	their	their	PRON
cana-3472	61	6	ideal	ideal	ADJ
cana-3472	61	7	aesthetics	aesthetic	NOUN
cana-3472	61	8	proportion	proportion	NOUN
cana-3472	61	9	quite	quite	ADV
cana-3472	61	10	different	different	ADJ
cana-3472	61	11	from	from	ADP
cana-3472	61	12	the	the	DET
cana-3472	61	13	golden	golden	ADJ
cana-3472	61	14	ratio	ratio	NOUN
cana-3472	61	15	.	.	PUNCT
cana-3472	62	1	in	in	ADP
cana-3472	62	2	addition	addition	NOUN
cana-3472	62	3	,	,	PUNCT
cana-3472	62	4	explaining	explain	VERB
cana-3472	62	5	the	the	DET
cana-3472	62	6	human	human	ADJ
cana-3472	62	7	face	face	NOUN
cana-3472	62	8	from	from	ADP
cana-3472	62	9	the	the	DET
cana-3472	62	10	perspective	perspective	NOUN
cana-3472	62	11	of	of	ADP
cana-3472	62	12	a	a	DET
cana-3472	62	13	single	single	ADJ
cana-3472	62	14	ratio	ratio	NOUN
cana-3472	62	15	,	,	PUNCT
cana-3472	62	16	it	it	PRON
cana-3472	62	17	should	should	AUX
cana-3472	62	18	be	be	AUX
cana-3472	62	19	understood	understand	VERB
cana-3472	62	20	,	,	PUNCT
cana-3472	62	21	is	be	AUX
cana-3472	62	22	a	a	DET
cana-3472	62	23	gross	gross	ADJ
cana-3472	62	24	simplification	simplification	NOUN
cana-3472	62	25	,	,	PUNCT
cana-3472	62	26	as	as	SCONJ
cana-3472	62	27	every	every	DET
cana-3472	62	28	part	part	NOUN
cana-3472	62	29	of	of	ADP
cana-3472	62	30	this	this	DET
cana-3472	62	31	figure	figure	NOUN
cana-3472	62	32	is	be	AUX
cana-3472	62	33	beautiful	beautiful	ADJ
cana-3472	62	34	in	in	ADP
cana-3472	62	35	its	its	PRON
cana-3472	62	36	own	own	ADJ
cana-3472	62	37	way	way	NOUN
cana-3472	62	38	and	and	CCONJ
cana-3472	62	39	brings	bring	VERB
cana-3472	62	40	a	a	DET
cana-3472	62	41	certain	certain	ADJ
cana-3472	62	42	harmony	harmony	NOUN
cana-3472	62	43	to	to	ADP
cana-3472	62	44	the	the	DET
cana-3472	62	45	entire	entire	ADJ
cana-3472	62	46	composition	composition	NOUN
cana-3472	62	47	.	.	PUNCT
cana-3472	63	1	in	in	ADP
cana-3472	63	2	addition	addition	NOUN
cana-3472	63	3	,	,	PUNCT
cana-3472	63	4	some	some	DET
cana-3472	63	5	experts	expert	NOUN
cana-3472	63	6	argue	argue	VERB
cana-3472	63	7	that	that	SCONJ
cana-3472	63	8	using	use	VERB
cana-3472	63	9	the	the	DET
cana-3472	63	10	golden	golden	ADJ
cana-3472	63	11	ratio	ratio	NOUN
cana-3472	63	12	when	when	SCONJ
cana-3472	63	13	assessing	assess	VERB
cana-3472	63	14	faces	face	NOUN
cana-3472	63	15	can	can	AUX
cana-3472	63	16	be	be	AUX
cana-3472	63	17	considered	consider	VERB
cana-3472	63	18	too	too	ADV
cana-3472	63	19	subjective	subjective	ADJ
cana-3472	63	20	and	and	CCONJ
cana-3472	63	21	biased	biased	ADJ
cana-3472	63	22	.	.	PUNCT
cana-3472	64	1	different	different	ADJ
cana-3472	64	2	researchers	researcher	NOUN
cana-3472	64	3	may	may	AUX
cana-3472	64	4	select	select	VERB
cana-3472	64	5	different	different	ADJ
cana-3472	64	6	distinctive	distinctive	ADJ
cana-3472	64	7	points	point	NOUN
cana-3472	64	8	and	and	CCONJ
cana-3472	64	9	measurements	measurement	NOUN
cana-3472	64	10	?	?	PUNCT
cana-3472	65	1	which	which	PRON
cana-3472	65	2	will	will	AUX
cana-3472	65	3	lead	lead	VERB
cana-3472	65	4	to	to	ADP
cana-3472	65	5	discrepancies	discrepancy	NOUN
cana-3472	65	6	in	in	ADP
cana-3472	65	7	the	the	DET
cana-3472	65	8	results	result	NOUN
cana-3472	65	9	?	?	PUNCT
cana-3472	66	1	this	this	PRON
cana-3472	66	2	means	mean	VERB
cana-3472	66	3	that	that	SCONJ
cana-3472	66	4	the	the	DET
cana-3472	66	5	results	result	NOUN
cana-3472	66	6	derived	derive	VERB
cana-3472	66	7	from	from	ADP
cana-3472	66	8	facial	facial	ADJ
cana-3472	66	9	analysis	analysis	NOUN
cana-3472	66	10	using	use	VERB
cana-3472	66	11	the	the	DET
cana-3472	66	12	golden	golden	ADJ
cana-3472	66	13	ratio	ratio	NOUN
cana-3472	66	14	as	as	SCONJ
cana-3472	66	15	the	the	DET
cana-3472	66	16	basis	basis	NOUN
cana-3472	66	17	can	can	AUX
cana-3472	66	18	be	be	AUX
cana-3472	66	19	distorted	distort	VERB
cana-3472	66	20	by	by	ADP
cana-3472	66	21	the	the	DET
cana-3472	66	22	individual	individual	NOUN
cana-3472	66	23	’s	’s	PART
cana-3472	66	24	perception	perception	NOUN
cana-3472	66	25	and	and	CCONJ
cana-3472	66	26	subjective	subjective	ADJ
cana-3472	66	27	interpretation	interpretation	NOUN
cana-3472	66	28	.	.	PUNCT
cana-3472	67	1	in	in	ADP
cana-3472	67	2	short	short	ADJ
cana-3472	67	3	,	,	PUNCT
cana-3472	67	4	even	even	ADV
cana-3472	67	5	though	though	SCONJ
cana-3472	67	6	there	there	PRON
cana-3472	67	7	are	be	VERB
cana-3472	67	8	certain	certain	ADJ
cana-3472	67	9	revelations	revelation	NOUN
cana-3472	67	10	concerning	concern	VERB
cana-3472	67	11	the	the	DET
cana-3472	67	12	facial	facial	ADJ
cana-3472	67	13	beauty	beauty	NOUN
cana-3472	67	14	standards	standard	NOUN
cana-3472	67	15	depicting	depict	VERB
cana-3472	67	16	the	the	DET
cana-3472	67	17	use	use	NOUN
cana-3472	67	18	of	of	ADP
cana-3472	67	19	the	the	DET
cana-3472	67	20	golden	golden	ADJ
cana-3472	67	21	ratio	ratio	NOUN
cana-3472	67	22	that	that	PRON
cana-3472	67	23	worth	worth	ADJ
cana-3472	67	24	our	our	PRON
cana-3472	67	25	attention	attention	NOUN
cana-3472	67	26	,	,	PUNCT
cana-3472	67	27	it	it	PRON
cana-3472	67	28	is	be	AUX
cana-3472	67	29	not	not	PART
cana-3472	67	30	a	a	DET
cana-3472	67	31	set	set	VERB
cana-3472	67	32	standard	standard	NOUN
cana-3472	67	33	and	and	CCONJ
cana-3472	67	34	can	can	AUX
cana-3472	67	35	sometimes	sometimes	ADV
cana-3472	67	36	be	be	AUX
cana-3472	67	37	inaccurate	inaccurate	ADJ
cana-3472	67	38	owing	owe	VERB
cana-3472	67	39	to	to	ADP
cana-3472	67	40	the	the	DET
cana-3472	67	41	nuanced	nuanced	ADJ
cana-3472	67	42	and	and	CCONJ
cana-3472	67	43	varied	varied	ADJ
cana-3472	67	44	aspects	aspect	NOUN
cana-3472	67	45	of	of	ADP
cana-3472	67	46	the	the	DET
cana-3472	67	47	face	face	NOUN
cana-3472	67	48	.	.	PUNCT
cana-3472	68	1	nonetheless	nonetheless	ADV
cana-3472	68	2	,	,	PUNCT
cana-3472	68	3	for	for	ADP
cana-3472	68	4	some	some	DET
cana-3472	68	5	people	people	NOUN
cana-3472	68	6	–	–	PUNCT
cana-3472	68	7	and	and	CCONJ
cana-3472	68	8	perhaps	perhaps	ADV
cana-3472	68	9	in	in	ADP
cana-3472	68	10	some	some	DET
cana-3472	68	11	situations	situation	NOUN
cana-3472	68	12	–	–	PUNCT
cana-3472	68	13	it	it	PRON
cana-3472	68	14	may	may	AUX
cana-3472	68	15	help	help	VERB
cana-3472	68	16	explain	explain	VERB
cana-3472	68	17	or	or	CCONJ
cana-3472	68	18	even	even	ADV
cana-3472	68	19	describe	describe	VERB
cana-3472	68	20	idealized	idealized	ADJ
cana-3472	68	21	relationships	relationship	NOUN
cana-3472	68	22	between	between	ADP
cana-3472	68	23	facial	facial	ADJ
cana-3472	68	24	features	feature	NOUN
cana-3472	68	25	,	,	PUNCT
cana-3472	68	26	for	for	ADP
cana-3472	68	27	example	example	NOUN
cana-3472	68	28	.	.	PUNCT
cana-3472	69	1	another	another	DET
cana-3472	69	2	aspect	aspect	NOUN
cana-3472	69	3	that	that	PRON
cana-3472	69	4	is	be	AUX
cana-3472	69	5	worth	worth	ADJ
cana-3472	69	6	pondering	ponder	VERB
cana-3472	69	7	about	about	ADP
cana-3472	69	8	is	be	AUX
cana-3472	69	9	the	the	DET
cana-3472	69	10	fluidity	fluidity	NOUN
cana-3472	69	11	regarding	regard	VERB
cana-3472	69	12	the	the	DET
cana-3472	69	13	determinants	determinant	NOUN
cana-3472	69	14	of	of	ADP
cana-3472	69	15	beauty	beauty	NOUN
cana-3472	69	16	.	.	PUNCT
cana-3472	70	1	the	the	DET
cana-3472	70	2	demarcation	demarcation	NOUN
cana-3472	70	3	knives	knife	NOUN
cana-3472	70	4	which	which	PRON
cana-3472	70	5	cut	cut	VERB
cana-3472	70	6	out	out	ADP
cana-3472	70	7	which	which	DET
cana-3472	70	8	features	feature	NOUN
cana-3472	70	9	are	be	AUX
cana-3472	70	10	considered	consider	VERB
cana-3472	70	11	beautiful	beautiful	ADJ
cana-3472	70	12	are	be	AUX
cana-3472	70	13	shifted	shift	VERB
cana-3472	70	14	due	due	ADP
cana-3472	70	15	to	to	ADP
cana-3472	70	16	the	the	DET
cana-3472	70	17	passing	passing	NOUN
cana-3472	70	18	of	of	ADP
cana-3472	70	19	time	time	NOUN
cana-3472	70	20	and	and	CCONJ
cana-3472	70	21	cultural	cultural	ADJ
cana-3472	70	22	differences	difference	NOUN
cana-3472	70	23	,	,	PUNCT
cana-3472	70	24	as	as	ADV
cana-3472	70	25	well	well	ADV
cana-3472	70	26	as	as	ADP
cana-3472	70	27	due	due	ADJ
cana-3472	70	28	to	to	ADP
cana-3472	70	29	the	the	DET
cana-3472	70	30	impact	impact	NOUN
cana-3472	70	31	of	of	ADP
cana-3472	70	32	media	medium	NOUN
cana-3472	70	33	and	and	CCONJ
cana-3472	70	34	fashions	fashion	NOUN
cana-3472	70	35	.	.	PUNCT
cana-3472	71	1	in	in	ADP
cana-3472	71	2	this	this	DET
cana-3472	71	3	case	case	NOUN
cana-3472	71	4	,	,	PUNCT
cana-3472	71	5	what	what	PRON
cana-3472	71	6	is	be	AUX
cana-3472	71	7	beautiful	beautiful	ADJ
cana-3472	71	8	or	or	CCONJ
cana-3472	71	9	fostering	foster	VERB
cana-3472	71	10	an	an	DET
cana-3472	71	11	aesthetic	aesthetic	ADJ
cana-3472	71	12	sense	sense	NOUN
cana-3472	71	13	in	in	ADP
cana-3472	71	14	one	one	NUM
cana-3472	71	15	instance	instance	NOUN
cana-3472	71	16	may	may	AUX
cana-3472	71	17	not	not	PART
cana-3472	71	18	be	be	AUX
cana-3472	71	19	the	the	DET
cana-3472	71	20	case	case	NOUN
cana-3472	71	21	in	in	ADP
cana-3472	71	22	other	other	ADJ
cana-3472	71	23	instances	instance	NOUN
cana-3472	71	24	.	.	PUNCT
cana-3472	72	1	this	this	DET
cana-3472	72	2	positions	position	VERB
cana-3472	72	3	the	the	DET
cana-3472	72	4	displacement	displacement	NOUN
cana-3472	72	5	of	of	ADP
cana-3472	72	6	the	the	DET
cana-3472	72	7	golden	golden	ADJ
cana-3472	72	8	ratio	ratio	NOUN
cana-3472	72	9	as	as	ADP
cana-3472	72	10	a	a	DET
cana-3472	72	11	relativistic	relativistic	ADJ
cana-3472	72	12	approach	approach	NOUN
cana-3472	72	13	in	in	ADP
cana-3472	72	14	the	the	DET
cana-3472	72	15	pursuit	pursuit	NOUN
cana-3472	72	16	of	of	ADP
cana-3472	72	17	universal	universal	ADJ
cana-3472	72	18	beauty	beauty	NOUN
cana-3472	72	19	for	for	ADP
cana-3472	72	20	the	the	DET
cana-3472	72	21	face	face	NOUN
cana-3472	72	22	further	far	ADV
cana-3472	72	23	.	.	PUNCT
cana-3472	73	1	in	in	ADP
cana-3472	73	2	addition	addition	NOUN
cana-3472	73	3	,	,	PUNCT
cana-3472	73	4	how	how	SCONJ
cana-3472	73	5	one	one	PRON
cana-3472	73	6	perceives	perceive	VERB
cana-3472	73	7	beauty	beauty	NOUN
cana-3472	73	8	is	be	AUX
cana-3472	73	9	overlain	overlain	NOUN
cana-3472	73	10	by	by	ADP
cana-3472	73	11	mathematical	mathematical	ADJ
cana-3472	73	12	factors	factor	NOUN
cana-3472	73	13	but	but	CCONJ
cana-3472	73	14	is	be	AUX
cana-3472	73	15	not	not	PART
cana-3472	73	16	restricted	restrict	VERB
cana-3472	73	17	to	to	ADP
cana-3472	73	18	the	the	DET
cana-3472	73	19	mere	mere	ADJ
cana-3472	73	20	proportions	proportion	NOUN
cana-3472	73	21	of	of	ADP
cana-3472	73	22	facial	facial	ADJ
cana-3472	73	23	features	feature	NOUN
cana-3472	73	24	.	.	PUNCT
cana-3472	74	1	other	other	ADJ
cana-3472	74	2	variables	variable	NOUN
cana-3472	74	3	including	include	VERB
cana-3472	74	4	but	but	CCONJ
cana-3472	74	5	not	not	PART
cana-3472	74	6	limited	limit	VERB
cana-3472	74	7	to	to	ADP
cana-3472	74	8	facial	facial	ADJ
cana-3472	74	9	symmetry	symmetry	NOUN
cana-3472	74	10	,	,	PUNCT
cana-3472	74	11	quality	quality	NOUN
cana-3472	74	12	of	of	ADP
cana-3472	74	13	skin	skin	NOUN
cana-3472	74	14	,	,	PUNCT
cana-3472	74	15	and	and	CCONJ
cana-3472	74	16	even	even	ADV
cana-3472	74	17	the	the	DET
cana-3472	74	18	facets	facet	NOUN
cana-3472	74	19	of	of	ADP
cana-3472	74	20	one	one	NUM
cana-3472	74	21	’s	’s	PART
cana-3472	74	22	face	face	NOUN
cana-3472	74	23	are	be	AUX
cana-3472	74	24	equally	equally	ADV
cana-3472	74	25	as	as	ADV
cana-3472	74	26	important	important	ADJ
cana-3472	74	27	in	in	ADP
cana-3472	74	28	the	the	DET
cana-3472	74	29	formation	formation	NOUN
cana-3472	74	30	of	of	ADP
cana-3472	74	31	these	these	DET
cana-3472	74	32	beliefs	belief	NOUN
cana-3472	74	33	.	.	PUNCT
cana-3472	75	1	this	this	DET
cana-3472	75	2	complexity	complexity	NOUN
cana-3472	75	3	suggests	suggest	VERB
cana-3472	75	4	that	that	SCONJ
cana-3472	75	5	the	the	DET
cana-3472	75	6	mathematics	mathematic	NOUN
cana-3472	75	7	of	of	ADP
cana-3472	75	8	beauty	beauty	NOUN
cana-3472	75	9	ought	ought	AUX
cana-3472	75	10	not	not	PART
cana-3472	75	11	to	to	PART
cana-3472	75	12	be	be	AUX
cana-3472	75	13	reduced	reduce	VERB
cana-3472	75	14	to	to	ADP
cana-3472	75	15	a	a	DET
cana-3472	75	16	single	single	ADJ
cana-3472	75	17	ratio	ratio	NOUN
cana-3472	75	18	,	,	PUNCT
cana-3472	75	19	since	since	SCONJ
cana-3472	75	20	such	such	DET
cana-3472	75	21	a	a	DET
cana-3472	75	22	proposition	proposition	NOUN
cana-3472	75	23	overrides	override	VERB
cana-3472	75	24	real	real	ADJ
cana-3472	75	25	understanding	understanding	NOUN
cana-3472	75	26	and	and	CCONJ
cana-3472	75	27	appreciation	appreciation	NOUN
cana-3472	75	28	of	of	ADP
cana-3472	75	29	beauty	beauty	NOUN
cana-3472	75	30	within	within	ADP
cana-3472	75	31	the	the	DET
cana-3472	75	32	social	social	ADJ
cana-3472	75	33	context	context	NOUN
cana-3472	75	34	.	.	PUNCT
cana-3472	76	1	the	the	DET
cana-3472	76	2	golden	golden	ADJ
cana-3472	76	3	ratio	ratio	NOUN
cana-3472	76	4	or	or	CCONJ
cana-3472	76	5	phi	phi	NOUN
cana-3472	76	6	may	may	AUX
cana-3472	76	7	indeed	indeed	ADV
cana-3472	76	8	be	be	AUX
cana-3472	76	9	useful	useful	ADJ
cana-3472	76	10	when	when	SCONJ
cana-3472	76	11	calculating	calculate	VERB
cana-3472	76	12	the	the	DET
cana-3472	76	13	proportions	proportion	NOUN
cana-3472	76	14	of	of	ADP
cana-3472	76	15	the	the	DET
cana-3472	76	16	face	face	NOUN
cana-3472	76	17	with	with	ADP
cana-3472	76	18	respect	respect	NOUN
cana-3472	76	19	to	to	ADP
cana-3472	76	20	its	its	PRON
cana-3472	76	21	various	various	ADJ
cana-3472	76	22	parts	part	NOUN
cana-3472	76	23	,	,	PUNCT
cana-3472	76	24	but	but	CCONJ
cana-3472	76	25	it	it	PRON
cana-3472	76	26	should	should	AUX
cana-3472	76	27	not	not	PART
cana-3472	76	28	be	be	AUX
cana-3472	76	29	taken	take	VERB
cana-3472	76	30	as	as	ADP
cana-3472	76	31	the	the	DET
cana-3472	76	32	ultimate	ultimate	ADJ
cana-3472	76	33	yardstick	yardstick	NOUN
cana-3472	76	34	of	of	ADP
cana-3472	76	35	beauty	beauty	NOUN
cana-3472	76	36	and	and	CCONJ
cana-3472	76	37	should	should	AUX
cana-3472	76	38	always	always	ADV
cana-3472	76	39	be	be	AUX
cana-3472	76	40	complemented	complement	VERB
cana-3472	76	41	with	with	ADP
cana-3472	76	42	other	other	ADJ
cana-3472	76	43	aspects	aspect	NOUN
cana-3472	76	44	.	.	PUNCT
cana-3472	77	1	the	the	DET
cana-3472	77	2	golden	golden	ADJ
cana-3472	77	3	ratio	ratio	NOUN
cana-3472	77	4	does	do	AUX
cana-3472	77	5	not	not	PART
cana-3472	77	6	determine	determine	VERB
cana-3472	77	7	beauty	beauty	NOUN
cana-3472	77	8	but	but	CCONJ
cana-3472	77	9	offers	offer	VERB
cana-3472	77	10	a	a	DET
cana-3472	77	11	perspective	perspective	NOUN
cana-3472	77	12	to	to	PART
cana-3472	77	13	comprehend	comprehend	VERB
cana-3472	77	14	the	the	DET
cana-3472	77	15	complexities	complexity	NOUN
cana-3472	77	16	of	of	ADP
cana-3472	77	17	facial	facial	ADJ
cana-3472	77	18	beauty	beauty	NOUN
cana-3472	77	19	.	.	PUNCT
cana-3472	78	1	4	4	X
cana-3472	78	2	.	.	X
cana-3472	78	3	recommended	recommend	VERB
cana-3472	78	4	solution	solution	NOUN
cana-3472	78	5	in	in	ADP
cana-3472	78	6	order	order	NOUN
cana-3472	78	7	to	to	PART
cana-3472	78	8	accomplish	accomplish	VERB
cana-3472	78	9	the	the	DET
cana-3472	78	10	goal	goal	NOUN
cana-3472	78	11	of	of	ADP
cana-3472	78	12	analyzing	analyze	VERB
cana-3472	78	13	facial	facial	ADJ
cana-3472	78	14	aesthetics	aesthetic	NOUN
cana-3472	78	15	utilizing	utilize	VERB
cana-3472	78	16	the	the	DET
cana-3472	78	17	golden	golden	ADJ
cana-3472	78	18	ratio	ratio	NOUN
cana-3472	78	19	,	,	PUNCT
cana-3472	78	20	a	a	DET
cana-3472	78	21	few	few	ADJ
cana-3472	78	22	components	component	NOUN
cana-3472	78	23	multiplied	multiply	VERB
cana-3472	78	24	by	by	ADP
cana-3472	78	25	the	the	DET
cana-3472	78	26	requirements	requirement	NOUN
cana-3472	78	27	of	of	ADP
cana-3472	78	28	the	the	DET
cana-3472	78	29	system	system	NOUN
cana-3472	78	30	have	have	VERB
cana-3472	78	31	to	to	PART
cana-3472	78	32	be	be	AUX
cana-3472	78	33	met	meet	VERB
cana-3472	78	34	.	.	PUNCT
cana-3472	79	1	first	first	ADV
cana-3472	79	2	,	,	PUNCT
cana-3472	79	3	the	the	DET
cana-3472	79	4	system	system	NOUN
cana-3472	79	5	needs	need	VERB
cana-3472	79	6	adequate	adequate	ADJ
cana-3472	79	7	and	and	CCONJ
cana-3472	79	8	reliable	reliable	ADJ
cana-3472	79	9	devices	device	NOUN
cana-3472	79	10	for	for	ADP
cana-3472	79	11	the	the	DET
cana-3472	79	12	computation	computation	NOUN
cana-3472	79	13	of	of	ADP
cana-3472	79	14	facial	facial	ADJ
cana-3472	79	15	ratios	ratio	NOUN
cana-3472	79	16	and	and	CCONJ
cana-3472	79	17	some	some	DET
cana-3472	79	18	other	other	ADJ
cana-3472	79	19	features	feature	NOUN
cana-3472	79	20	.	.	PUNCT
cana-3472	80	1	first	first	ADV
cana-3472	80	2	,	,	PUNCT
cana-3472	80	3	the	the	DET
cana-3472	80	4	system	system	NOUN
cana-3472	80	5	needs	need	VERB
cana-3472	80	6	to	to	PART
cana-3472	80	7	have	have	VERB
cana-3472	80	8	precise	precise	ADJ
cana-3472	80	9	techniques	technique	NOUN
cana-3472	80	10	for	for	ADP
cana-3472	80	11	measuring	measure	VERB
cana-3472	80	12	facial	facial	ADJ
cana-3472	80	13	ratios	ratio	NOUN
cana-3472	80	14	and	and	CCONJ
cana-3472	80	15	features	feature	NOUN
cana-3472	80	16	.	.	PUNCT
cana-3472	81	1	the	the	DET
cana-3472	81	2	system	system	NOUN
cana-3472	81	3	assists	assist	VERB
cana-3472	81	4	in	in	ADP
cana-3472	81	5	the	the	DET
cana-3472	81	6	accurate	accurate	ADJ
cana-3472	81	7	and	and	CCONJ
cana-3472	81	8	reliable	reliable	ADJ
cana-3472	81	9	measurements	measurement	NOUN
cana-3472	81	10	of	of	ADP
cana-3472	81	11	the	the	DET
cana-3472	81	12	ratios	ratio	NOUN
cana-3472	81	13	and	and	CCONJ
cana-3472	81	14	facial	facial	ADJ
cana-3472	81	15	features	feature	NOUN
cana-3472	81	16	,	,	PUNCT
cana-3472	81	17	relying	rely	VERB
cana-3472	81	18	on	on	ADP
cana-3472	81	19	the	the	DET
cana-3472	81	20	capabilities	capability	NOUN
cana-3472	81	21	of	of	ADP
cana-3472	81	22	the	the	DET
cana-3472	81	23	computer	computer	NOUN
cana-3472	81	24	along	along	ADP
cana-3472	81	25	with	with	ADP
cana-3472	81	26	image	image	NOUN
cana-3472	81	27	processing	processing	NOUN
cana-3472	81	28	toolbox	toolbox	NOUN
cana-3472	81	29	for	for	ADP
cana-3472	81	30	matlab	matlab	PROPN
cana-3472	81	31	.	.	PUNCT
cana-3472	82	1	the	the	DET
cana-3472	82	2	system	system	NOUN
cana-3472	82	3	starts	start	VERB
cana-3472	82	4	communications	communication	NOUN
cana-3472	82	5	on	on	ADP
cana-3472	82	6	applied	apply	VERB
cana-3472	82	7	nonlinear	nonlinear	ADJ
cana-3472	82	8	analysis	analysis	NOUN
cana-3472	82	9	issn	issn	NOUN
cana-3472	82	10	:	:	PUNCT
cana-3472	82	11	1074	1074	NUM
cana-3472	82	12	-	-	PUNCT
cana-3472	82	13	133x	133x	NUM
cana-3472	82	14	vol	vol	NOUN
cana-3472	82	15	32	32	NUM
cana-3472	82	16	no	no	NOUN
cana-3472	82	17	.	.	PUNCT
cana-3472	83	1	7s	7	NOUN
cana-3472	83	2	(	(	PUNCT
cana-3472	83	3	2025	2025	NUM
cana-3472	83	4	)	)	PUNCT
cana-3472	83	5	655	655	NUM
cana-3472	83	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3472	83	7	with	with	ADP
cana-3472	83	8	the	the	DET
cana-3472	83	9	acquisition	acquisition	NOUN
cana-3472	83	10	of	of	ADP
cana-3472	83	11	a	a	DET
cana-3472	83	12	face	face	NOUN
cana-3472	83	13	image	image	NOUN
cana-3472	83	14	taken	take	VERB
cana-3472	83	15	with	with	ADP
cana-3472	83	16	a	a	DET
cana-3472	83	17	camera	camera	NOUN
cana-3472	83	18	or	or	CCONJ
cana-3472	83	19	with	with	ADP
cana-3472	83	20	the	the	DET
cana-3472	83	21	help	help	NOUN
cana-3472	83	22	of	of	ADP
cana-3472	83	23	image	image	NOUN
cana-3472	83	24	file	file	NOUN
cana-3472	83	25	selection	selection	NOUN
cana-3472	83	26	.	.	PUNCT
cana-3472	84	1	in	in	ADP
cana-3472	84	2	the	the	DET
cana-3472	84	3	next	next	ADJ
cana-3472	84	4	step	step	NOUN
cana-3472	84	5	,	,	PUNCT
cana-3472	84	6	face	face	VERB
cana-3472	84	7	detection	detection	NOUN
cana-3472	84	8	and	and	CCONJ
cana-3472	84	9	cropping	cropping	NOUN
cana-3472	84	10	is	be	AUX
cana-3472	84	11	accomplished	accomplish	VERB
cana-3472	84	12	with	with	ADP
cana-3472	84	13	the	the	DET
cana-3472	84	14	help	help	NOUN
cana-3472	84	15	of	of	ADP
cana-3472	84	16	the	the	DET
cana-3472	84	17	matlab	matlab	PROPN
cana-3472	84	18	.	.	PUNCT
cana-3472	85	1	this	this	PRON
cana-3472	85	2	avoids	avoid	VERB
cana-3472	85	3	using	use	VERB
cana-3472	85	4	data	datum	NOUN
cana-3472	85	5	analysis	analysis	NOUN
cana-3472	85	6	for	for	ADP
cana-3472	85	7	the	the	DET
cana-3472	85	8	entire	entire	ADJ
cana-3472	85	9	image	image	NOUN
cana-3472	85	10	.	.	PUNCT
cana-3472	86	1	according	accord	VERB
cana-3472	86	2	to	to	ADP
cana-3472	86	3	the	the	DET
cana-3472	86	4	standard	standard	ADJ
cana-3472	86	5	proportions	proportion	NOUN
cana-3472	86	6	,	,	PUNCT
cana-3472	86	7	the	the	DET
cana-3472	86	8	areas	area	NOUN
cana-3472	86	9	of	of	ADP
cana-3472	86	10	the	the	DET
cana-3472	86	11	eyes	eye	NOUN
cana-3472	86	12	,	,	PUNCT
cana-3472	86	13	the	the	DET
cana-3472	86	14	nose	nose	NOUN
cana-3472	86	15	,	,	PUNCT
cana-3472	86	16	and	and	CCONJ
cana-3472	86	17	the	the	DET
cana-3472	86	18	mouth	mouth	NOUN
cana-3472	86	19	,	,	PUNCT
cana-3472	86	20	which	which	PRON
cana-3472	86	21	are	be	AUX
cana-3472	86	22	the	the	DET
cana-3472	86	23	key	key	ADJ
cana-3472	86	24	facial	facial	ADJ
cana-3472	86	25	regions	region	NOUN
cana-3472	86	26	,	,	PUNCT
cana-3472	86	27	is	be	AUX
cana-3472	86	28	obtained	obtain	VERB
cana-3472	86	29	from	from	ADP
cana-3472	86	30	the	the	DET
cana-3472	86	31	cropped	cropped	ADJ
cana-3472	86	32	face	face	NOUN
cana-3472	86	33	image	image	NOUN
cana-3472	86	34	.	.	PUNCT
cana-3472	87	1	the	the	DET
cana-3472	87	2	technical	technical	ADJ
cana-3472	87	3	described	describe	VERB
cana-3472	87	4	let	let	VERB
cana-3472	87	5	identifying	identify	VERB
cana-3472	87	6	and	and	CCONJ
cana-3472	87	7	extracting	extract	VERB
cana-3472	87	8	these	these	DET
cana-3472	87	9	attributes	attribute	NOUN
cana-3472	87	10	that	that	PRON
cana-3472	87	11	are	be	AUX
cana-3472	87	12	of	of	ADP
cana-3472	87	13	importance	importance	NOUN
cana-3472	87	14	in	in	ADP
cana-3472	87	15	the	the	DET
cana-3472	87	16	computation	computation	NOUN
cana-3472	87	17	of	of	ADP
cana-3472	87	18	the	the	DET
cana-3472	87	19	required	require	VERB
cana-3472	87	20	golden	golden	ADJ
cana-3472	87	21	proportion	proportion	NOUN
cana-3472	87	22	based	base	VERB
cana-3472	87	23	ratios	ratio	NOUN
cana-3472	87	24	.	.	PUNCT
cana-3472	88	1	for	for	ADP
cana-3472	88	2	the	the	DET
cana-3472	88	3	above	above	ADJ
cana-3472	88	4	objective	objective	NOUN
cana-3472	88	5	,	,	PUNCT
cana-3472	88	6	the	the	DET
cana-3472	88	7	system	system	NOUN
cana-3472	88	8	employs	employ	VERB
cana-3472	88	9	three	three	NUM
cana-3472	88	10	main	main	ADJ
cana-3472	88	11	analyses	analysis	NOUN
cana-3472	88	12	,	,	PUNCT
cana-3472	88	13	which	which	PRON
cana-3472	88	14	are	be	AUX
cana-3472	88	15	intended	intend	VERB
cana-3472	88	16	to	to	PART
cana-3472	88	17	know	know	VERB
cana-3472	88	18	how	how	SCONJ
cana-3472	88	19	well	well	ADV
cana-3472	88	20	the	the	DET
cana-3472	88	21	features	feature	NOUN
cana-3472	88	22	of	of	ADP
cana-3472	88	23	facial	facial	ADJ
cana-3472	88	24	proportions	proportion	NOUN
cana-3472	88	25	conform	conform	VERB
cana-3472	88	26	to	to	ADP
cana-3472	88	27	the	the	DET
cana-3472	88	28	golden	golden	ADJ
cana-3472	88	29	ratio	ratio	NOUN
cana-3472	88	30	.	.	PUNCT
cana-3472	89	1	first	first	ADV
cana-3472	89	2	,	,	PUNCT
cana-3472	89	3	the	the	DET
cana-3472	89	4	ratio	ratio	NOUN
cana-3472	89	5	of	of	ADP
cana-3472	89	6	the	the	DET
cana-3472	89	7	maximum	maximum	ADJ
cana-3472	89	8	span	span	NOUN
cana-3472	89	9	of	of	ADP
cana-3472	89	10	the	the	DET
cana-3472	89	11	head	head	NOUN
cana-3472	89	12	from	from	ADP
cana-3472	89	13	one	one	NUM
cana-3472	89	14	ear	ear	NOUN
cana-3472	89	15	to	to	ADP
cana-3472	89	16	the	the	DET
cana-3472	89	17	other	other	ADJ
cana-3472	89	18	,	,	PUNCT
cana-3472	89	19	to	to	ADP
cana-3472	89	20	the	the	DET
cana-3472	89	21	width	width	NOUN
cana-3472	89	22	of	of	ADP
cana-3472	89	23	the	the	DET
cana-3472	89	24	nose	nose	NOUN
cana-3472	89	25	is	be	AUX
cana-3472	89	26	determined	determine	VERB
cana-3472	89	27	.	.	PUNCT
cana-3472	90	1	secondly	secondly	ADV
cana-3472	90	2	,	,	PUNCT
cana-3472	90	3	the	the	DET
cana-3472	90	4	hairline	hairline	NOUN
cana-3472	90	5	and	and	CCONJ
cana-3472	90	6	the	the	DET
cana-3472	90	7	chin	chin	NOUN
cana-3472	90	8	are	be	AUX
cana-3472	90	9	connected	connect	VERB
cana-3472	90	10	by	by	ADP
cana-3472	90	11	the	the	DET
cana-3472	90	12	vertical	vertical	ADJ
cana-3472	90	13	length	length	NOUN
cana-3472	90	14	,	,	PUNCT
cana-3472	90	15	which	which	PRON
cana-3472	90	16	can	can	AUX
cana-3472	90	17	be	be	AUX
cana-3472	90	18	divided	divide	VERB
cana-3472	90	19	into	into	ADP
cana-3472	90	20	thirds	third	NOUN
cana-3472	90	21	with	with	ADP
cana-3472	90	22	the	the	DET
cana-3472	90	23	middle	middle	ADJ
cana-3472	90	24	third	third	ADJ
cana-3472	90	25	being	be	AUX
cana-3472	90	26	the	the	DET
cana-3472	90	27	optimum	optimum	ADJ
cana-3472	90	28	,	,	PUNCT
cana-3472	90	29	shortest	short	ADJ
cana-3472	90	30	in	in	ADP
cana-3472	90	31	length	length	NOUN
cana-3472	90	32	.	.	PUNCT
cana-3472	91	1	last	last	ADJ
cana-3472	91	2	measurement	measurement	NOUN
cana-3472	91	3	includes	include	VERB
cana-3472	91	4	a	a	DET
cana-3472	91	5	distance	distance	NOUN
cana-3472	91	6	between	between	ADP
cana-3472	91	7	the	the	DET
cana-3472	91	8	eyes	eye	NOUN
cana-3472	91	9	and	and	CCONJ
cana-3472	91	10	that	that	PRON
cana-3472	91	11	of	of	ADP
cana-3472	91	12	the	the	DET
cana-3472	91	13	distance	distance	NOUN
cana-3472	91	14	of	of	ADP
cana-3472	91	15	one	one	NUM
cana-3472	91	16	of	of	ADP
cana-3472	91	17	the	the	DET
cana-3472	91	18	eyes	eye	NOUN
cana-3472	91	19	,	,	PUNCT
cana-3472	91	20	and	and	CCONJ
cana-3472	91	21	this	this	DET
cana-3472	91	22	ratio	ratio	NOUN
cana-3472	91	23	hopefully	hopefully	ADV
cana-3472	91	24	should	should	AUX
cana-3472	91	25	also	also	ADV
cana-3472	91	26	be	be	AUX
cana-3472	91	27	close	close	ADJ
cana-3472	91	28	to	to	ADP
cana-3472	91	29	1.618	1.618	NUM
cana-3472	91	30	–	–	PUNCT
cana-3472	91	31	exactly	exactly	ADV
cana-3472	91	32	the	the	DET
cana-3472	91	33	amount	amount	NOUN
cana-3472	91	34	which	which	PRON
cana-3472	91	35	the	the	DET
cana-3472	91	36	golden	golden	ADJ
cana-3472	91	37	ratio	ratio	NOUN
cana-3472	91	38	promises	promise	NOUN
cana-3472	91	39	to	to	PART
cana-3472	91	40	be	be	AUX
cana-3472	91	41	.	.	PUNCT
cana-3472	92	1	results	result	NOUN
cana-3472	92	2	obtained	obtain	VERB
cana-3472	92	3	within	within	ADP
cana-3472	92	4	the	the	DET
cana-3472	92	5	system	system	NOUN
cana-3472	92	6	are	be	AUX
cana-3472	92	7	displayed	display	VERB
cana-3472	92	8	in	in	ADP
cana-3472	92	9	a	a	DET
cana-3472	92	10	rather	rather	ADV
cana-3472	92	11	unusual	unusual	ADJ
cana-3472	92	12	way	way	NOUN
cana-3472	92	13	first	first	ADV
cana-3472	92	14	,	,	PUNCT
cana-3472	92	15	a	a	DET
cana-3472	92	16	photograph	photograph	NOUN
cana-3472	92	17	of	of	ADP
cana-3472	92	18	a	a	DET
cana-3472	92	19	face	face	NOUN
cana-3472	92	20	is	be	AUX
cana-3472	92	21	taken	take	VERB
cana-3472	92	22	and	and	CCONJ
cana-3472	92	23	then	then	ADV
cana-3472	92	24	corresponding	correspond	VERB
cana-3472	92	25	grids	grid	NOUN
cana-3472	92	26	that	that	PRON
cana-3472	92	27	concentrate	concentrate	VERB
cana-3472	92	28	on	on	ADP
cana-3472	92	29	the	the	DET
cana-3472	92	30	golden	golden	ADJ
cana-3472	92	31	ratio	ratio	NOUN
cana-3472	92	32	and	and	CCONJ
cana-3472	92	33	its	its	PRON
cana-3472	92	34	appropriate	appropriate	ADJ
cana-3472	92	35	areas	area	NOUN
cana-3472	92	36	are	be	AUX
cana-3472	92	37	placed	place	VERB
cana-3472	92	38	on	on	ADP
cana-3472	92	39	the	the	DET
cana-3472	92	40	image	image	NOUN
cana-3472	92	41	.	.	PUNCT
cana-3472	93	1	as	as	ADP
cana-3472	93	2	such	such	ADJ
cana-3472	93	3	,	,	PUNCT
cana-3472	93	4	people	people	NOUN
cana-3472	93	5	are	be	AUX
cana-3472	93	6	given	give	VERB
cana-3472	93	7	an	an	DET
cana-3472	93	8	easy	easy	ADJ
cana-3472	93	9	way	way	NOUN
cana-3472	93	10	to	to	PART
cana-3472	93	11	upload	upload	VERB
cana-3472	93	12	,	,	PUNCT
cana-3472	93	13	view	view	NOUN
cana-3472	93	14	and	and	CCONJ
cana-3472	93	15	analyze	analyze	VERB
cana-3472	93	16	images	image	NOUN
cana-3472	93	17	,	,	PUNCT
cana-3472	93	18	and	and	CCONJ
cana-3472	93	19	interact	interact	VERB
cana-3472	93	20	with	with	ADP
cana-3472	93	21	the	the	DET
cana-3472	93	22	application	application	NOUN
cana-3472	93	23	.	.	PUNCT
cana-3472	94	1	first	first	ADV
cana-3472	94	2	off	off	ADV
cana-3472	94	3	,	,	PUNCT
cana-3472	94	4	‘	'	PUNCT
cana-3472	94	5	the	the	DET
cana-3472	94	6	camera	camera	NOUN
cana-3472	94	7	’	'	PUNCT
cana-3472	94	8	was	be	AUX
cana-3472	94	9	created	create	VERB
cana-3472	94	10	to	to	PART
cana-3472	94	11	take	take	VERB
cana-3472	94	12	pictures	picture	NOUN
cana-3472	94	13	of	of	ADP
cana-3472	94	14	people	people	NOUN
cana-3472	94	15	orienting	orient	VERB
cana-3472	94	16	the	the	DET
cana-3472	94	17	frame/	frame/	NUM
cana-3472	94	18	take	take	VERB
cana-3472	94	19	-	-	PUNCT
cana-3472	94	20	off	off	ADP
cana-3472	94	21	point	point	NOUN
cana-3472	94	22	around	around	ADP
cana-3472	94	23	the	the	DET
cana-3472	94	24	person	person	NOUN
cana-3472	94	25	’s	’s	PART
cana-3472	94	26	face	face	NOUN
cana-3472	94	27	,	,	PUNCT
cana-3472	94	28	which	which	PRON
cana-3472	94	29	shot	shoot	VERB
cana-3472	94	30	is	be	AUX
cana-3472	94	31	frequently	frequently	ADV
cana-3472	94	32	referred	refer	VERB
cana-3472	94	33	to	to	ADP
cana-3472	94	34	as	as	ADP
cana-3472	94	35	a	a	DET
cana-3472	94	36	headshot	headshot	NOUN
cana-3472	94	37	.	.	PUNCT
cana-3472	95	1	alternatively	alternatively	ADV
cana-3472	95	2	,	,	PUNCT
cana-3472	95	3	the	the	DET
cana-3472	95	4	user	user	NOUN
cana-3472	95	5	can	can	AUX
cana-3472	95	6	upload	upload	VERB
cana-3472	95	7	an	an	DET
cana-3472	95	8	image	image	NOUN
cana-3472	95	9	by	by	ADP
cana-3472	95	10	specifying	specify	VERB
cana-3472	95	11	the	the	DET
cana-3472	95	12	source	source	NOUN
cana-3472	95	13	.	.	PUNCT
cana-3472	96	1	there	there	PRON
cana-3472	96	2	will	will	AUX
cana-3472	96	3	be	be	AUX
cana-3472	96	4	three	three	NUM
cana-3472	96	5	types	type	NOUN
cana-3472	96	6	of	of	ADP
cana-3472	96	7	analyses	analysis	NOUN
cana-3472	96	8	performed	perform	VERB
cana-3472	96	9	with	with	ADP
cana-3472	96	10	this	this	DET
cana-3472	96	11	photo	photo	NOUN
cana-3472	96	12	and	and	CCONJ
cana-3472	96	13	these	these	PRON
cana-3472	96	14	are	be	AUX
cana-3472	96	15	the	the	DET
cana-3472	96	16	explanations	explanation	NOUN
cana-3472	96	17	.	.	PUNCT
cana-3472	97	1	4.1	4.1	NUM
cana-3472	97	2	.	.	PUNCT
cana-3472	98	1	the	the	DET
cana-3472	98	2	golden	golden	ADJ
cana-3472	98	3	ratio	ratio	NOUN
cana-3472	98	4	of	of	ADP
cana-3472	98	5	the	the	DET
cana-3472	98	6	face	face	NOUN
cana-3472	98	7	the	the	DET
cana-3472	98	8	golden	golden	ADJ
cana-3472	98	9	ratio	ratio	NOUN
cana-3472	98	10	of	of	ADP
cana-3472	98	11	the	the	DET
cana-3472	98	12	face	face	NOUN
cana-3472	98	13	may	may	AUX
cana-3472	98	14	be	be	AUX
cana-3472	98	15	determined	determine	VERB
cana-3472	98	16	by	by	ADP
cana-3472	98	17	employing	employ	VERB
cana-3472	98	18	the	the	DET
cana-3472	98	19	image	image	NOUN
cana-3472	98	20	of	of	ADP
cana-3472	98	21	the	the	DET
cana-3472	98	22	user	user	NOUN
cana-3472	98	23	.	.	PUNCT
cana-3472	99	1	to	to	PART
cana-3472	99	2	begin	begin	VERB
cana-3472	99	3	with	with	ADP
cana-3472	99	4	,	,	PUNCT
cana-3472	99	5	an	an	DET
cana-3472	99	6	image	image	NOUN
cana-3472	99	7	is	be	AUX
cana-3472	99	8	inputted	inputte	VERB
cana-3472	99	9	in	in	ADP
cana-3472	99	10	the	the	DET
cana-3472	99	11	system	system	NOUN
cana-3472	99	12	,	,	PUNCT
cana-3472	99	13	and	and	CCONJ
cana-3472	99	14	the	the	DET
cana-3472	99	15	face	face	NOUN
cana-3472	99	16	is	be	AUX
cana-3472	99	17	located	locate	VERB
cana-3472	99	18	on	on	ADP
cana-3472	99	19	the	the	DET
cana-3472	99	20	image	image	NOUN
cana-3472	99	21	which	which	PRON
cana-3472	99	22	is	be	AUX
cana-3472	99	23	combined	combine	VERB
cana-3472	99	24	with	with	ADP
cana-3472	99	25	an	an	DET
cana-3472	99	26	algorithm	algorithm	NOUN
cana-3472	99	27	called	call	VERB
cana-3472	99	28	face	face	NOUN
cana-3472	99	29	landmarks	landmark	NOUN
cana-3472	99	30	,	,	PUNCT
cana-3472	99	31	which	which	PRON
cana-3472	99	32	automatically	automatically	ADV
cana-3472	99	33	detects	detect	VERB
cana-3472	99	34	the	the	DET
cana-3472	99	35	corresponding	corresponding	ADJ
cana-3472	99	36	points	point	NOUN
cana-3472	99	37	on	on	ADP
cana-3472	99	38	the	the	DET
cana-3472	99	39	user	user	NOUN
cana-3472	99	40	’s	’s	PART
cana-3472	99	41	face	face	NOUN
cana-3472	99	42	.	.	PUNCT
cana-3472	100	1	based	base	VERB
cana-3472	100	2	on	on	ADP
cana-3472	100	3	these	these	DET
cana-3472	100	4	anatomical	anatomical	ADJ
cana-3472	100	5	features	feature	NOUN
cana-3472	100	6	,	,	PUNCT
cana-3472	100	7	the	the	DET
cana-3472	100	8	facioscopic	facioscopic	ADJ
cana-3472	100	9	points	point	NOUN
cana-3472	100	10	,	,	PUNCT
cana-3472	100	11	euclidean	euclidean	ADJ
cana-3472	100	12	distances	distance	NOUN
cana-3472	100	13	are	be	AUX
cana-3472	100	14	calculated	calculate	VERB
cana-3472	100	15	facioscopic	facioscopic	ADJ
cana-3472	100	16	points	point	NOUN
cana-3472	100	17	.	.	PUNCT
cana-3472	101	1	the	the	DET
cana-3472	101	2	golden	golden	ADJ
cana-3472	101	3	ratio	ratio	NOUN
cana-3472	101	4	is	be	AUX
cana-3472	101	5	derived	derive	VERB
cana-3472	101	6	from	from	ADP
cana-3472	101	7	these	these	DET
cana-3472	101	8	resulting	result	VERB
cana-3472	101	9	ratios	ratio	NOUN
cana-3472	101	10	.	.	PUNCT
cana-3472	102	1	however	however	ADV
cana-3472	102	2	,	,	PUNCT
cana-3472	102	3	it	it	PRON
cana-3472	102	4	should	should	AUX
cana-3472	102	5	be	be	AUX
cana-3472	102	6	emphasized	emphasize	VERB
cana-3472	102	7	that	that	SCONJ
cana-3472	102	8	the	the	DET
cana-3472	102	9	system	system	NOUN
cana-3472	102	10	should	should	AUX
cana-3472	102	11	consider	consider	VERB
cana-3472	102	12	variations	variation	NOUN
cana-3472	102	13	in	in	ADP
cana-3472	102	14	the	the	DET
cana-3472	102	15	features	feature	NOUN
cana-3472	102	16	of	of	ADP
cana-3472	102	17	the	the	DET
cana-3472	102	18	facial	facial	ADJ
cana-3472	102	19	structures	structure	NOUN
cana-3472	102	20	of	of	ADP
cana-3472	102	21	individuals	individual	NOUN
cana-3472	102	22	.	.	PUNCT
cana-3472	103	1	this	this	PRON
cana-3472	103	2	can	can	AUX
cana-3472	103	3	be	be	AUX
cana-3472	103	4	achieved	achieve	VERB
cana-3472	103	5	by	by	ADP
cana-3472	103	6	integrating	integrate	VERB
cana-3472	103	7	user	user	NOUN
cana-3472	103	8	and	and	CCONJ
cana-3472	103	9	cultural	cultural	ADJ
cana-3472	103	10	aspects	aspect	NOUN
cana-3472	103	11	into	into	ADP
cana-3472	103	12	the	the	DET
cana-3472	103	13	interpretation	interpretation	NOUN
cana-3472	103	14	of	of	ADP
cana-3472	103	15	the	the	DET
cana-3472	103	16	data	datum	NOUN
cana-3472	103	17	and	and	CCONJ
cana-3472	103	18	finalizing	finalize	VERB
cana-3472	103	19	the	the	DET
cana-3472	103	20	results	result	NOUN
cana-3472	103	21	through	through	ADP
cana-3472	103	22	multiple	multiple	ADJ
cana-3472	103	23	evaluations	evaluation	NOUN
cana-3472	103	24	and	and	CCONJ
cana-3472	103	25	comparisons	comparison	NOUN
cana-3472	103	26	.	.	PUNCT
cana-3472	104	1	lastly	lastly	ADV
cana-3472	104	2	,	,	PUNCT
cana-3472	104	3	the	the	DET
cana-3472	104	4	users	user	NOUN
cana-3472	104	5	of	of	ADP
cana-3472	104	6	the	the	DET
cana-3472	104	7	software	software	NOUN
cana-3472	104	8	and	and	CCONJ
cana-3472	104	9	new	new	ADJ
cana-3472	104	10	developments	development	NOUN
cana-3472	104	11	in	in	ADP
cana-3472	104	12	the	the	DET
cana-3472	104	13	area	area	NOUN
cana-3472	104	14	of	of	ADP
cana-3472	104	15	facial	facial	ADJ
cana-3472	104	16	recognition	recognition	NOUN
cana-3472	104	17	should	should	AUX
cana-3472	104	18	influence	influence	VERB
cana-3472	104	19	the	the	DET
cana-3472	104	20	enhancement	enhancement	NOUN
cana-3472	104	21	of	of	ADP
cana-3472	104	22	the	the	DET
cana-3472	104	23	system	system	NOUN
cana-3472	104	24	.	.	PUNCT
cana-3472	105	1	4.2	4.2	NUM
cana-3472	105	2	.	.	PUNCT
cana-3472	105	3	face	face	NOUN
cana-3472	105	4	burns	burn	NOUN
cana-3472	105	5	and	and	CCONJ
cana-3472	105	6	its	its	PRON
cana-3472	105	7	segmentation	segmentation	NOUN
cana-3472	105	8	mask	mask	VERB
cana-3472	105	9	the	the	DET
cana-3472	105	10	system	system	NOUN
cana-3472	105	11	has	have	VERB
cana-3472	105	12	to	to	PART
cana-3472	105	13	efficiently	efficiently	ADV
cana-3472	105	14	differentiate	differentiate	VERB
cana-3472	105	15	out	out	ADP
cana-3472	105	16	the	the	DET
cana-3472	105	17	burnt	burn	VERB
cana-3472	105	18	region	region	NOUN
cana-3472	105	19	from	from	ADP
cana-3472	105	20	surrounding	surround	VERB
cana-3472	105	21	normal	normal	ADJ
cana-3472	105	22	tissue	tissue	NOUN
cana-3472	105	23	.	.	PUNCT
cana-3472	106	1	this	this	PRON
cana-3472	106	2	is	be	AUX
cana-3472	106	3	achieved	achieve	VERB
cana-3472	106	4	through	through	ADP
cana-3472	106	5	the	the	DET
cana-3472	106	6	yolo	yolo	ADJ
cana-3472	106	7	algorithm	algorithm	NOUN
cana-3472	106	8	.	.	PUNCT
cana-3472	107	1	yolo	yolo	ADJ
cana-3472	107	2	such	such	ADJ
cana-3472	107	3	as	as	SCONJ
cana-3472	107	4	this	this	DET
cana-3472	107	5	one	one	NOUN
cana-3472	107	6	can	can	AUX
cana-3472	107	7	help	help	VERB
cana-3472	107	8	locate	locate	VERB
cana-3472	107	9	areas	area	NOUN
cana-3472	107	10	of	of	ADP
cana-3472	107	11	the	the	DET
cana-3472	107	12	face	face	NOUN
cana-3472	107	13	that	that	PRON
cana-3472	107	14	have	have	AUX
cana-3472	107	15	been	be	AUX
cana-3472	107	16	burned	burn	VERB
cana-3472	107	17	as	as	ADV
cana-3472	107	18	well	well	ADV
cana-3472	107	19	as	as	ADP
cana-3472	107	20	estimating	estimate	VERB
cana-3472	107	21	how	how	SCONJ
cana-3472	107	22	severe	severe	ADJ
cana-3472	107	23	facial	facial	ADJ
cana-3472	107	24	burns	burn	NOUN
cana-3472	107	25	are	be	AUX
cana-3472	107	26	.	.	PUNCT
cana-3472	108	1	communications	communication	NOUN
cana-3472	108	2	on	on	ADP
cana-3472	108	3	applied	apply	VERB
cana-3472	108	4	nonlinear	nonlinear	ADJ
cana-3472	108	5	analysis	analysis	NOUN
cana-3472	108	6	issn	issn	NOUN
cana-3472	108	7	:	:	PUNCT
cana-3472	108	8	1074	1074	NUM
cana-3472	108	9	-	-	PUNCT
cana-3472	108	10	133x	133x	NUM
cana-3472	108	11	vol	vol	NOUN
cana-3472	108	12	32	32	NUM
cana-3472	108	13	no	no	NOUN
cana-3472	108	14	.	.	PUNCT
cana-3472	109	1	7s	7	NOUN
cana-3472	109	2	(	(	PUNCT
cana-3472	109	3	2025	2025	NUM
cana-3472	109	4	)	)	PUNCT
cana-3472	109	5	656	656	NUM
cana-3472	109	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3472	109	7	the	the	DET
cana-3472	109	8	system	system	NOUN
cana-3472	109	9	is	be	AUX
cana-3472	109	10	in	in	ADP
cana-3472	109	11	a	a	DET
cana-3472	109	12	position	position	NOUN
cana-3472	109	13	to	to	PART
cana-3472	109	14	accurately	accurately	ADV
cana-3472	109	15	identify	identify	VERB
cana-3472	109	16	and	and	CCONJ
cana-3472	109	17	classify	classify	VERB
cana-3472	109	18	the	the	DET
cana-3472	109	19	degree	degree	NOUN
cana-3472	109	20	of	of	ADP
cana-3472	109	21	injury	injury	NOUN
cana-3472	109	22	upon	upon	SCONJ
cana-3472	109	23	training	train	VERB
cana-3472	109	24	the	the	DET
cana-3472	109	25	yolo	yolo	ADJ
cana-3472	109	26	model	model	NOUN
cana-3472	109	27	on	on	ADP
cana-3472	109	28	a	a	DET
cana-3472	109	29	dataset	dataset	NOUN
cana-3472	109	30	of	of	ADP
cana-3472	109	31	faces	face	NOUN
cana-3472	109	32	with	with	ADP
cana-3472	109	33	varying	vary	VERB
cana-3472	109	34	levels	level	NOUN
cana-3472	109	35	of	of	ADP
cana-3472	109	36	burn	burn	NOUN
cana-3472	109	37	injuries	injury	NOUN
cana-3472	109	38	the	the	DET
cana-3472	109	39	analysis	analysis	NOUN
cana-3472	109	40	provided	provide	VERB
cana-3472	109	41	through	through	ADP
cana-3472	109	42	use	use	NOUN
cana-3472	109	43	of	of	ADP
cana-3472	109	44	data	datum	NOUN
cana-3472	109	45	or	or	CCONJ
cana-3472	109	46	images	image	NOUN
cana-3472	109	47	with	with	ADP
cana-3472	109	48	the	the	DET
cana-3472	109	49	help	help	NOUN
cana-3472	109	50	of	of	ADP
cana-3472	109	51	a	a	DET
cana-3472	109	52	model	model	NOUN
cana-3472	109	53	is	be	AUX
cana-3472	109	54	a	a	DET
cana-3472	109	55	very	very	ADV
cana-3472	109	56	efficient	efficient	ADJ
cana-3472	109	57	concept	concept	NOUN
cana-3472	109	58	employed	employ	VERB
cana-3472	109	59	by	by	ADP
cana-3472	109	60	the	the	DET
cana-3472	109	61	researchers	researcher	NOUN
cana-3472	109	62	.	.	PUNCT
cana-3472	110	1	yolo	yolo	ADJ
cana-3472	110	2	in	in	ADP
cana-3472	110	3	the	the	DET
cana-3472	110	4	analysis	analysis	NOUN
cana-3472	110	5	of	of	ADP
cana-3472	110	6	burn	burn	NOUN
cana-3472	110	7	severity	severity	NOUN
cana-3472	110	8	has	have	VERB
cana-3472	110	9	several	several	ADJ
cana-3472	110	10	advantages	advantage	NOUN
cana-3472	110	11	compared	compare	VERB
cana-3472	110	12	to	to	ADP
cana-3472	110	13	traditional	traditional	ADJ
cana-3472	110	14	methods	method	NOUN
cana-3472	110	15	.	.	PUNCT
cana-3472	111	1	first	first	ADV
cana-3472	111	2	,	,	PUNCT
cana-3472	111	3	yolo	yolo	PROPN
cana-3472	111	4	lets	let	VERB
cana-3472	111	5	you	you	PRON
cana-3472	111	6	perform	perform	VERB
cana-3472	111	7	analysis	analysis	NOUN
cana-3472	111	8	and	and	CCONJ
cana-3472	111	9	diagnosis	diagnosis	NOUN
cana-3472	111	10	in	in	ADP
cana-3472	111	11	a	a	DET
cana-3472	111	12	real	real	ADJ
cana-3472	111	13	time	time	NOUN
cana-3472	111	14	since	since	SCONJ
cana-3472	111	15	it	it	PRON
cana-3472	111	16	is	be	AUX
cana-3472	111	17	much	much	ADV
cana-3472	111	18	quicker	quick	ADJ
cana-3472	111	19	than	than	ADP
cana-3472	111	20	conventional	conventional	ADJ
cana-3472	111	21	image	image	NOUN
cana-3472	111	22	processing	processing	NOUN
cana-3472	111	23	techniques	technique	NOUN
cana-3472	111	24	.	.	PUNCT
cana-3472	112	1	on	on	ADP
cana-3472	112	2	top	top	NOUN
cana-3472	112	3	of	of	ADP
cana-3472	112	4	that	that	PRON
cana-3472	112	5	,	,	PUNCT
cana-3472	112	6	yolo	yolo	PROPN
cana-3472	112	7	has	have	AUX
cana-3472	112	8	exhibited	exhibit	VERB
cana-3472	112	9	remarkable	remarkable	ADJ
cana-3472	112	10	speed	speed	NOUN
cana-3472	112	11	and	and	CCONJ
cana-3472	112	12	accuracy	accuracy	NOUN
cana-3472	112	13	hence	hence	ADV
cana-3472	112	14	it	it	PRON
cana-3472	112	15	is	be	AUX
cana-3472	112	16	dominant	dominant	ADJ
cana-3472	112	17	in	in	ADP
cana-3472	112	18	many	many	ADJ
cana-3472	112	19	object	object	NOUN
cana-3472	112	20	detection	detection	NOUN
cana-3472	112	21	benchmarks	benchmark	NOUN
cana-3472	112	22	.	.	PUNCT
cana-3472	113	1	lastly	lastly	ADV
cana-3472	113	2	,	,	PUNCT
cana-3472	113	3	assets	asset	NOUN
cana-3472	113	4	to	to	ADP
cana-3472	113	5	the	the	DET
cana-3472	113	6	fact	fact	NOUN
cana-3472	113	7	that	that	SCONJ
cana-3472	113	8	yolo	yolo	PROPN
cana-3472	113	9	is	be	AUX
cana-3472	113	10	a	a	DET
cana-3472	113	11	complete	complete	ADJ
cana-3472	113	12	system	system	NOUN
cana-3472	113	13	,	,	PUNCT
cana-3472	113	14	most	most	ADV
cana-3472	113	15	analytic	analytic	ADJ
cana-3472	113	16	and	and	CCONJ
cana-3472	113	17	classification	classification	NOUN
cana-3472	113	18	works	work	NOUN
cana-3472	113	19	are	be	AUX
cana-3472	113	20	automated	automate	VERB
cana-3472	113	21	requiring	require	VERB
cana-3472	113	22	minimum	minimum	ADJ
cana-3472	113	23	human	human	ADJ
cana-3472	113	24	intervention	intervention	NOUN
cana-3472	113	25	.	.	PUNCT
cana-3472	114	1	such	such	ADJ
cana-3472	114	2	alterations	alteration	NOUN
cana-3472	114	3	were	be	AUX
cana-3472	114	4	truly	truly	ADV
cana-3472	114	5	scored	score	VERB
cana-3472	114	6	as	as	ADP
cana-3472	114	7	“	"	PUNCT
cana-3472	114	8	low	low	ADJ
cana-3472	114	9	”	"	PUNCT
cana-3472	114	10	“	"	PUNCT
cana-3472	114	11	severe	severe	ADJ
cana-3472	114	12	”	"	PUNCT
cana-3472	114	13	“	"	PUNCT
cana-3472	114	14	serious	serious	ADJ
cana-3472	114	15	”	"	PUNCT
cana-3472	114	16	depending	depend	VERB
cana-3472	114	17	on	on	ADP
cana-3472	114	18	severity	severity	NOUN
cana-3472	114	19	scale	scale	NOUN
cana-3472	114	20	which	which	PRON
cana-3472	114	21	was	be	AUX
cana-3472	114	22	in	in	ADP
cana-3472	114	23	regard	regard	NOUN
cana-3472	114	24	to	to	ADP
cana-3472	114	25	detected	detect	VERB
cana-3472	114	26	deformation	deformation	NOUN
cana-3472	114	27	,	,	PUNCT
cana-3472	114	28	face	face	NOUN
cana-3472	114	29	burns	burn	NOUN
cana-3472	114	30	,	,	PUNCT
cana-3472	114	31	scars	scar	NOUN
cana-3472	114	32	,	,	PUNCT
cana-3472	114	33	pimples	pimple	NOUN
cana-3472	114	34	as	as	SCONJ
cana-3472	114	35	presented	present	VERB
cana-3472	114	36	in	in	ADP
cana-3472	114	37	the	the	DET
cana-3472	114	38	fig.1	fig.1	PROPN
cana-3472	114	39	.	.	PUNCT
cana-3472	115	1	fig.1	fig.1	PROPN
cana-3472	115	2	.	.	PUNCT
cana-3472	115	3	images	image	NOUN
cana-3472	115	4	form	form	VERB
cana-3472	115	5	the	the	DET
cana-3472	115	6	trained	train	VERB
cana-3472	115	7	custom	custom	NOUN
cana-3472	115	8	yolo	yolo	ADJ
cana-3472	115	9	model	model	NOUN
cana-3472	115	10	4.3	4.3	NUM
cana-3472	115	11	.	.	PUNCT
cana-3472	115	12	data	datum	NOUN
cana-3472	115	13	collection	collection	NOUN
cana-3472	115	14	and	and	CCONJ
cana-3472	115	15	analysis	analysis	NOUN
cana-3472	115	16	of	of	ADP
cana-3472	115	17	data	datum	NOUN
cana-3472	115	18	this	this	DET
cana-3472	115	19	system	system	NOUN
cana-3472	115	20	being	be	AUX
cana-3472	115	21	developed	develop	VERB
cana-3472	115	22	will	will	AUX
cana-3472	115	23	require	require	VERB
cana-3472	115	24	data	datum	NOUN
cana-3472	115	25	from	from	ADP
cana-3472	115	26	the	the	DET
cana-3472	115	27	users	user	NOUN
cana-3472	115	28	to	to	PART
cana-3472	115	29	carry	carry	VERB
cana-3472	115	30	out	out	ADP
cana-3472	115	31	facial	facial	ADJ
cana-3472	115	32	assessment	assessment	NOUN
cana-3472	115	33	as	as	ADV
cana-3472	115	34	well	well	ADV
cana-3472	115	35	as	as	ADP
cana-3472	115	36	plastical	plastical	ADJ
cana-3472	115	37	surgery	surgery	NOUN
cana-3472	115	38	analysis	analysis	NOUN
cana-3472	115	39	and	and	CCONJ
cana-3472	115	40	recommendation	recommendation	NOUN
cana-3472	115	41	.	.	PUNCT
cana-3472	116	1	the	the	DET
cana-3472	116	2	data	datum	NOUN
cana-3472	116	3	will	will	AUX
cana-3472	116	4	be	be	AUX
cana-3472	116	5	gathered	gather	VERB
cana-3472	116	6	using	use	VERB
cana-3472	116	7	a	a	DET
cana-3472	116	8	variety	variety	NOUN
cana-3472	116	9	of	of	ADP
cana-3472	116	10	approaches	approach	NOUN
cana-3472	116	11	.	.	PUNCT
cana-3472	117	1	after	after	SCONJ
cana-3472	117	2	the	the	DET
cana-3472	117	3	data	data	NOUN
cana-3472	117	4	has	have	AUX
cana-3472	117	5	been	be	AUX
cana-3472	117	6	captured	capture	VERB
cana-3472	117	7	,	,	PUNCT
cana-3472	117	8	the	the	DET
cana-3472	117	9	proposed	propose	VERB
cana-3472	117	10	system	system	NOUN
cana-3472	117	11	will	will	AUX
cana-3472	117	12	have	have	VERB
cana-3472	117	13	a	a	DET
cana-3472	117	14	number	number	NOUN
cana-3472	117	15	of	of	ADP
cana-3472	117	16	actions	action	NOUN
cana-3472	117	17	which	which	PRON
cana-3472	117	18	it	it	PRON
cana-3472	117	19	will	will	AUX
cana-3472	117	20	undertake	undertake	VERB
cana-3472	117	21	in	in	ADP
cana-3472	117	22	order	order	NOUN
cana-3472	117	23	to	to	PART
cana-3472	117	24	provide	provide	VERB
cana-3472	117	25	plastic	plastic	ADJ
cana-3472	117	26	surgery	surgery	NOUN
cana-3472	117	27	recommendations	recommendation	NOUN
cana-3472	117	28	.	.	PUNCT
cana-3472	118	1	such	such	ADJ
cana-3472	118	2	analyses	analysis	NOUN
cana-3472	118	3	include	include	VERB
cana-3472	118	4	the	the	DET
cana-3472	118	5	following	following	NOUN
cana-3472	118	6	:	:	PUNCT
cana-3472	118	7	establishing	establish	VERB
cana-3472	118	8	the	the	DET
cana-3472	118	9	tendencies	tendency	NOUN
cana-3472	118	10	in	in	ADP
cana-3472	118	11	the	the	DET
cana-3472	118	12	distribution	distribution	NOUN
cana-3472	118	13	of	of	ADP
cana-3472	118	14	your	your	PRON
cana-3472	118	15	facial	facial	ADJ
cana-3472	118	16	features	feature	NOUN
cana-3472	118	17	:	:	PUNCT
cana-3472	118	18	the	the	DET
cana-3472	118	19	system	system	NOUN
cana-3472	118	20	will	will	AUX
cana-3472	118	21	carry	carry	VERB
cana-3472	118	22	out	out	ADP
cana-3472	118	23	an	an	DET
cana-3472	118	24	examination	examination	NOUN
cana-3472	118	25	of	of	ADP
cana-3472	118	26	the	the	DET
cana-3472	118	27	proportions	proportion	NOUN
cana-3472	118	28	of	of	ADP
cana-3472	118	29	various	various	ADJ
cana-3472	118	30	facial	facial	ADJ
cana-3472	118	31	features	feature	NOUN
cana-3472	118	32	possessed	possess	VERB
cana-3472	118	33	by	by	ADP
cana-3472	118	34	the	the	DET
cana-3472	118	35	users	user	NOUN
cana-3472	118	36	wanting	want	VERB
cana-3472	118	37	to	to	PART
cana-3472	118	38	establish	establish	VERB
cana-3472	118	39	any	any	DET
cana-3472	118	40	common	common	ADJ
cana-3472	118	41	trends	trend	NOUN
cana-3472	118	42	or	or	CCONJ
cana-3472	118	43	patterns	pattern	NOUN
cana-3472	118	44	in	in	ADP
cana-3472	118	45	the	the	DET
cana-3472	118	46	data	datum	NOUN
cana-3472	118	47	.	.	PUNCT
cana-3472	119	1	for	for	ADP
cana-3472	119	2	instance	instance	NOUN
cana-3472	119	3	,	,	PUNCT
cana-3472	119	4	the	the	DET
cana-3472	119	5	system	system	NOUN
cana-3472	119	6	might	might	AUX
cana-3472	119	7	seek	seek	VERB
cana-3472	119	8	to	to	PART
cana-3472	119	9	know	know	VERB
cana-3472	119	10	if	if	SCONJ
cana-3472	119	11	specific	specific	ADJ
cana-3472	119	12	features	feature	NOUN
cana-3472	119	13	tend	tend	VERB
cana-3472	119	14	to	to	PART
cana-3472	119	15	occur	occur	VERB
cana-3472	119	16	more	more	ADV
cana-3472	119	17	frequently	frequently	ADV
cana-3472	119	18	among	among	ADP
cana-3472	119	19	people	people	NOUN
cana-3472	119	20	of	of	ADP
cana-3472	119	21	certain	certain	ADJ
cana-3472	119	22	gender	gender	NOUN
cana-3472	119	23	or	or	CCONJ
cana-3472	119	24	age	age	NOUN
cana-3472	119	25	.	.	PUNCT
cana-3472	120	1	surveying	survey	VERB
cana-3472	120	2	the	the	DET
cana-3472	120	3	various	various	ADJ
cana-3472	120	4	effects	effect	NOUN
cana-3472	120	5	of	of	ADP
cana-3472	120	6	the	the	DET
cana-3472	120	7	facial	facial	ADJ
cana-3472	120	8	features	feature	NOUN
cana-3472	120	9	on	on	ADP
cana-3472	120	10	self	self	NOUN
cana-3472	120	11	-	-	PUNCT
cana-3472	120	12	esteem	esteem	NOUN
cana-3472	120	13	:	:	PUNCT
cana-3472	120	14	the	the	DET
cana-3472	120	15	self	self	NOUN
cana-3472	120	16	-	-	PUNCT
cana-3472	120	17	esteem	esteem	NOUN
cana-3472	120	18	and	and	CCONJ
cana-3472	120	19	the	the	DET
cana-3472	120	20	identification	identification	NOUN
cana-3472	120	21	of	of	ADP
cana-3472	120	22	one	one	NUM
cana-3472	120	23	’s	’s	PART
cana-3472	120	24	unique	unique	ADJ
cana-3472	120	25	face	face	NOUN
cana-3472	120	26	features	feature	NOUN
cana-3472	120	27	will	will	AUX
cana-3472	120	28	focus	focus	VERB
cana-3472	120	29	the	the	DET
cana-3472	120	30	proposed	propose	VERB
cana-3472	120	31	system	system	NOUN
cana-3472	120	32	,	,	PUNCT
cana-3472	120	33	which	which	PRON
cana-3472	120	34	will	will	AUX
cana-3472	120	35	explore	explore	VERB
cana-3472	120	36	the	the	DET
cana-3472	120	37	correlation	correlation	NOUN
cana-3472	120	38	between	between	ADP
cana-3472	120	39	these	these	DET
cana-3472	120	40	two	two	NUM
cana-3472	120	41	factors	factor	NOUN
cana-3472	120	42	among	among	ADP
cana-3472	120	43	the	the	DET
cana-3472	120	44	users	user	NOUN
cana-3472	120	45	.	.	PUNCT
cana-3472	121	1	this	this	PRON
cana-3472	121	2	could	could	AUX
cana-3472	121	3	involve	involve	VERB
cana-3472	121	4	giving	give	VERB
cana-3472	121	5	out	out	ADP
cana-3472	121	6	questionnaires	questionnaire	NOUN
cana-3472	121	7	to	to	ADP
cana-3472	121	8	users	user	NOUN
cana-3472	121	9	of	of	ADP
cana-3472	121	10	this	this	DET
cana-3472	121	11	system	system	NOUN
cana-3472	121	12	so	so	SCONJ
cana-3472	121	13	that	that	SCONJ
cana-3472	121	14	their	their	PRON
cana-3472	121	15	esteem	esteem	NOUN
cana-3472	121	16	can	can	AUX
cana-3472	121	17	be	be	AUX
cana-3472	121	18	measured	measure	VERB
cana-3472	121	19	and	and	CCONJ
cana-3472	121	20	then	then	ADV
cana-3472	121	21	a	a	DET
cana-3472	121	22	comparison	comparison	NOUN
cana-3472	121	23	done	do	VERB
cana-3472	121	24	with	with	ADP
cana-3472	121	25	some	some	DET
cana-3472	121	26	other	other	ADJ
cana-3472	121	27	analyses	analysis	NOUN
cana-3472	121	28	to	to	PART
cana-3472	121	29	see	see	VERB
cana-3472	121	30	whether	whether	SCONJ
cana-3472	121	31	certain	certain	ADJ
cana-3472	121	32	facial	facial	ADJ
cana-3472	121	33	features	feature	NOUN
cana-3472	121	34	can	can	AUX
cana-3472	121	35	for	for	ADP
cana-3472	121	36	certain	certain	ADJ
cana-3472	121	37	users	user	NOUN
cana-3472	121	38	lead	lead	VERB
cana-3472	121	39	to	to	ADP
cana-3472	121	40	high	high	ADJ
cana-3472	121	41	self	self	NOUN
cana-3472	121	42	-	-	PUNCT
cana-3472	121	43	esteem	esteem	NOUN
cana-3472	121	44	.	.	PUNCT
cana-3472	122	1	evaluation	evaluation	NOUN
cana-3472	122	2	of	of	ADP
cana-3472	122	3	effectiveness	effectiveness	NOUN
cana-3472	122	4	of	of	ADP
cana-3472	122	5	plastic	plastic	ADJ
cana-3472	122	6	surgery	surgery	NOUN
cana-3472	122	7	:	:	PUNCT
cana-3472	122	8	the	the	DET
cana-3472	122	9	system	system	NOUN
cana-3472	122	10	will	will	AUX
cana-3472	122	11	look	look	VERB
cana-3472	122	12	into	into	ADP
cana-3472	122	13	the	the	DET
cana-3472	122	14	area	area	NOUN
cana-3472	122	15	of	of	ADP
cana-3472	122	16	specialization	specialization	NOUN
cana-3472	122	17	of	of	ADP
cana-3472	122	18	plastic	plastic	ADJ
cana-3472	122	19	surgery	surgery	NOUN
cana-3472	122	20	patients	patient	NOUN
cana-3472	122	21	with	with	ADP
cana-3472	122	22	the	the	DET
cana-3472	122	23	objective	objective	NOUN
cana-3472	122	24	underlying	underlie	VERB
cana-3472	122	25	the	the	DET
cana-3472	122	26	improvement	improvement	NOUN
cana-3472	122	27	of	of	ADP
cana-3472	122	28	facial	facial	ADJ
cana-3472	122	29	features	feature	NOUN
cana-3472	122	30	.	.	PUNCT
cana-3472	123	1	this	this	PRON
cana-3472	123	2	may	may	AUX
cana-3472	123	3	involve	involve	VERB
cana-3472	123	4	the	the	DET
cana-3472	123	5	analysis	analysis	NOUN
cana-3472	123	6	of	of	ADP
cana-3472	123	7	the	the	DET
cana-3472	123	8	facial	facial	ADJ
cana-3472	123	9	scalpel	scalpel	NOUN
cana-3472	123	10	marks	mark	NOUN
cana-3472	123	11	in	in	ADP
cana-3472	123	12	such	such	DET
cana-3472	123	13	a	a	DET
cana-3472	123	14	way	way	NOUN
cana-3472	123	15	that	that	PRON
cana-3472	123	16	a	a	DET
cana-3472	123	17	comparison	comparison	NOUN
cana-3472	123	18	may	may	AUX
cana-3472	123	19	be	be	AUX
cana-3472	123	20	made	make	VERB
cana-3472	123	21	in	in	ADP
cana-3472	123	22	terms	term	NOUN
cana-3472	123	23	of	of	ADP
cana-3472	123	24	golden	golden	ADJ
cana-3472	123	25	ratio	ratio	NOUN
cana-3472	123	26	or	or	CCONJ
cana-3472	123	27	the	the	DET
cana-3472	123	28	extent	extent	NOUN
cana-3472	123	29	of	of	ADP
cana-3472	123	30	scar	scar	NOUN
cana-3472	123	31	/	/	SYM
cana-3472	123	32	burns	burn	NOUN
cana-3472	123	33	if	if	SCONJ
cana-3472	123	34	any	any	PRON
cana-3472	123	35	before	before	ADV
cana-3472	123	36	and	and	CCONJ
cana-3472	123	37	after	after	ADP
cana-3472	123	38	the	the	DET
cana-3472	123	39	operation	operation	NOUN
cana-3472	123	40	.	.	PUNCT
cana-3472	124	1	communications	communication	NOUN
cana-3472	124	2	on	on	ADP
cana-3472	124	3	applied	apply	VERB
cana-3472	124	4	nonlinear	nonlinear	ADJ
cana-3472	124	5	analysis	analysis	NOUN
cana-3472	124	6	issn	issn	NOUN
cana-3472	124	7	:	:	PUNCT
cana-3472	124	8	1074	1074	NUM
cana-3472	124	9	-	-	PUNCT
cana-3472	124	10	133x	133x	NUM
cana-3472	124	11	vol	vol	NOUN
cana-3472	124	12	32	32	NUM
cana-3472	124	13	no	no	NOUN
cana-3472	124	14	.	.	PUNCT
cana-3472	125	1	7s	7	NOUN
cana-3472	125	2	(	(	PUNCT
cana-3472	125	3	2025	2025	NUM
cana-3472	125	4	)	)	PUNCT
cana-3472	125	5	657	657	NUM
cana-3472	126	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-3472	126	2	5	5	NUM
cana-3472	126	3	.	.	PUNCT
cana-3472	126	4	proposed	propose	VERB
cana-3472	126	5	architecture	architecture	NOUN
cana-3472	126	6	fig.2	fig.2	PROPN
cana-3472	126	7	.	.	PUNCT
cana-3472	127	1	architecture	architecture	NOUN
cana-3472	127	2	diagram	diagram	NOUN
cana-3472	127	3	as	as	SCONJ
cana-3472	127	4	shown	show	VERB
cana-3472	127	5	in	in	ADP
cana-3472	127	6	fig	fig	NOUN
cana-3472	127	7	2	2	NUM
cana-3472	127	8	the	the	DET
cana-3472	127	9	process	process	NOUN
cana-3472	127	10	of	of	ADP
cana-3472	127	11	system	system	NOUN
cana-3472	127	12	development	development	NOUN
cana-3472	127	13	commences	commence	VERB
cana-3472	127	14	with	with	ADP
cana-3472	127	15	particular	particular	ADJ
cana-3472	127	16	data	datum	NOUN
cana-3472	127	17	collection	collection	NOUN
cana-3472	127	18	whereby	whereby	SCONJ
cana-3472	127	19	various	various	ADJ
cana-3472	127	20	facial	facial	ADJ
cana-3472	127	21	images	image	NOUN
cana-3472	127	22	featuring	feature	VERB
cana-3472	127	23	assorted	assorted	ADJ
cana-3472	127	24	characteristics	characteristic	NOUN
cana-3472	127	25	,	,	PUNCT
cana-3472	127	26	proportions	proportion	NOUN
cana-3472	127	27	,	,	PUNCT
cana-3472	127	28	burns	burn	NOUN
cana-3472	127	29	,	,	PUNCT
cana-3472	127	30	and	and	CCONJ
cana-3472	127	31	scars	scar	NOUN
cana-3472	127	32	are	be	AUX
cana-3472	127	33	gathered	gather	VERB
cana-3472	127	34	.	.	PUNCT
cana-3472	128	1	it	it	PRON
cana-3472	128	2	is	be	AUX
cana-3472	128	3	crucial	crucial	ADJ
cana-3472	128	4	that	that	SCONJ
cana-3472	128	5	this	this	DET
cana-3472	128	6	database	database	NOUN
cana-3472	128	7	includes	include	VERB
cana-3472	128	8	a	a	DET
cana-3472	128	9	wide	wide	ADJ
cana-3472	128	10	variety	variety	NOUN
cana-3472	128	11	of	of	ADP
cana-3472	128	12	burn	burn	NOUN
cana-3472	128	13	depths	depth	NOUN
cana-3472	128	14	and	and	CCONJ
cana-3472	128	15	types	type	NOUN
cana-3472	128	16	of	of	ADP
cana-3472	128	17	scars	scar	NOUN
cana-3472	128	18	in	in	ADP
cana-3472	128	19	order	order	NOUN
cana-3472	128	20	to	to	PART
cana-3472	128	21	enable	enable	VERB
cana-3472	128	22	thorough	thorough	ADJ
cana-3472	128	23	training	training	NOUN
cana-3472	128	24	and	and	CCONJ
cana-3472	128	25	testing	testing	NOUN
cana-3472	128	26	of	of	ADP
cana-3472	128	27	the	the	DET
cana-3472	128	28	system	system	NOUN
cana-3472	128	29	.	.	PUNCT
cana-3472	129	1	after	after	ADP
cana-3472	129	2	that	that	PRON
cana-3472	129	3	,	,	PUNCT
cana-3472	129	4	the	the	DET
cana-3472	129	5	system	system	NOUN
cana-3472	129	6	uses	use	VERB
cana-3472	129	7	the	the	DET
cana-3472	129	8	algorithms	algorithm	NOUN
cana-3472	129	9	for	for	ADP
cana-3472	129	10	face	face	NOUN
cana-3472	129	11	detection	detection	NOUN
cana-3472	129	12	to	to	PART
cana-3472	129	13	search	search	VERB
cana-3472	129	14	and	and	CCONJ
cana-3472	129	15	pinpoint	pinpoint	VERB
cana-3472	129	16	the	the	DET
cana-3472	129	17	position	position	NOUN
cana-3472	129	18	of	of	ADP
cana-3472	129	19	images	image	NOUN
cana-3472	129	20	containing	contain	VERB
cana-3472	129	21	faces	face	NOUN
cana-3472	129	22	in	in	ADP
cana-3472	129	23	the	the	DET
cana-3472	129	24	input	input	NOUN
cana-3472	129	25	image	image	NOUN
cana-3472	129	26	,	,	PUNCT
cana-3472	129	27	which	which	PRON
cana-3472	129	28	is	be	AUX
cana-3472	129	29	a	a	DET
cana-3472	129	30	prerequisite	prerequisite	NOUN
cana-3472	129	31	for	for	ADP
cana-3472	129	32	any	any	DET
cana-3472	129	33	further	further	ADJ
cana-3472	129	34	analysis	analysis	NOUN
cana-3472	129	35	and	and	CCONJ
cana-3472	129	36	calculations	calculation	NOUN
cana-3472	129	37	.	.	PUNCT
cana-3472	130	1	once	once	SCONJ
cana-3472	130	2	the	the	DET
cana-3472	130	3	face	face	NOUN
cana-3472	130	4	is	be	AUX
cana-3472	130	5	detected	detect	VERB
cana-3472	130	6	,	,	PUNCT
cana-3472	130	7	the	the	DET
cana-3472	130	8	system	system	NOUN
cana-3472	130	9	utilizes	utilize	VERB
cana-3472	130	10	facial	facial	ADJ
cana-3472	130	11	landmark	landmark	NOUN
cana-3472	130	12	detection	detection	NOUN
cana-3472	130	13	algorithms	algorithm	NOUN
cana-3472	130	14	that	that	PRON
cana-3472	130	15	help	help	VERB
cana-3472	130	16	position	position	VERB
cana-3472	130	17	different	different	ADJ
cana-3472	130	18	geometric	geometric	ADJ
cana-3472	130	19	points	point	NOUN
cana-3472	130	20	that	that	PRON
cana-3472	130	21	are	be	AUX
cana-3472	130	22	useful	useful	ADJ
cana-3472	130	23	in	in	ADP
cana-3472	130	24	computing	compute	VERB
cana-3472	130	25	the	the	DET
cana-3472	130	26	golden	golden	ADJ
cana-3472	130	27	ratio	ratio	NOUN
cana-3472	130	28	.	.	PUNCT
cana-3472	131	1	these	these	PRON
cana-3472	131	2	normally	normally	ADV
cana-3472	131	3	consist	consist	VERB
cana-3472	131	4	of	of	ADP
cana-3472	131	5	the	the	DET
cana-3472	131	6	eyes	eye	NOUN
cana-3472	131	7	,	,	PUNCT
cana-3472	131	8	nose	nose	NOUN
cana-3472	131	9	and	and	CCONJ
cana-3472	131	10	the	the	DET
cana-3472	131	11	chin	chin	NOUN
cana-3472	131	12	.	.	PUNCT
cana-3472	132	1	with	with	ADP
cana-3472	132	2	such	such	ADJ
cana-3472	132	3	information	information	NOUN
cana-3472	132	4	now	now	ADV
cana-3472	132	5	available	available	ADJ
cana-3472	132	6	,	,	PUNCT
cana-3472	132	7	the	the	DET
cana-3472	132	8	system	system	NOUN
cana-3472	132	9	now	now	ADV
cana-3472	132	10	calculates	calculate	VERB
cana-3472	132	11	the	the	DET
cana-3472	132	12	golden	golden	ADJ
cana-3472	132	13	ratio	ratio	NOUN
cana-3472	132	14	for	for	ADP
cana-3472	132	15	particular	particular	ADJ
cana-3472	132	16	features	feature	NOUN
cana-3472	132	17	in	in	ADP
cana-3472	132	18	the	the	DET
cana-3472	132	19	face	face	NOUN
cana-3472	132	20	,	,	PUNCT
cana-3472	132	21	where	where	SCONJ
cana-3472	132	22	the	the	DET
cana-3472	132	23	relevant	relevant	ADJ
cana-3472	132	24	measurements	measurement	NOUN
cana-3472	132	25	would	would	AUX
cana-3472	132	26	include	include	VERB
cana-3472	132	27	eye	eye	NOUN
cana-3472	132	28	to	to	ADP
cana-3472	132	29	eye	eye	NOUN
cana-3472	132	30	distance	distance	NOUN
cana-3472	132	31	,	,	PUNCT
cana-3472	132	32	nose	nose	NOUN
cana-3472	132	33	length	length	NOUN
cana-3472	132	34	and	and	CCONJ
cana-3472	132	35	chin	chin	NOUN
cana-3472	132	36	shape	shape	NOUN
cana-3472	132	37	.	.	PUNCT
cana-3472	133	1	the	the	DET
cana-3472	133	2	plastic	plastic	ADJ
cana-3472	133	3	surgeons	surgeon	NOUN
cana-3472	133	4	can	can	AUX
cana-3472	133	5	therefore	therefore	ADV
cana-3472	133	6	be	be	AUX
cana-3472	133	7	able	able	ADJ
cana-3472	133	8	to	to	PART
cana-3472	133	9	mark	mark	VERB
cana-3472	133	10	out	out	ADP
cana-3472	133	11	the	the	DET
cana-3472	133	12	regions	region	NOUN
cana-3472	133	13	targeted	target	VERB
cana-3472	133	14	for	for	ADP
cana-3472	133	15	custom	custom	NOUN
cana-3472	133	16	facial	facial	ADJ
cana-3472	133	17	augmentation	augmentation	NOUN
cana-3472	133	18	so	so	SCONJ
cana-3472	133	19	that	that	SCONJ
cana-3472	133	20	the	the	DET
cana-3472	133	21	plastic	plastic	ADJ
cana-3472	133	22	surgery	surgery	NOUN
cana-3472	133	23	procedures	procedure	NOUN
cana-3472	133	24	are	be	AUX
cana-3472	133	25	more	more	ADV
cana-3472	133	26	specific	specific	ADJ
cana-3472	133	27	and	and	CCONJ
cana-3472	133	28	effective	effective	ADJ
cana-3472	133	29	.	.	PUNCT
cana-3472	134	1	moreover	moreover	ADV
cana-3472	134	2	,	,	PUNCT
cana-3472	134	3	the	the	DET
cana-3472	134	4	system	system	NOUN
cana-3472	134	5	uses	use	VERB
cana-3472	134	6	the	the	DET
cana-3472	134	7	yolo	yolo	ADJ
cana-3472	134	8	algorithm	algorithm	NOUN
cana-3472	134	9	to	to	PART
cana-3472	134	10	create	create	VERB
cana-3472	134	11	a	a	DET
cana-3472	134	12	custom	custom	NOUN
cana-3472	134	13	deep	deep	ADJ
cana-3472	134	14	learning	learning	NOUN
cana-3472	134	15	based	base	VERB
cana-3472	134	16	model	model	NOUN
cana-3472	134	17	aimed	aim	VERB
cana-3472	134	18	at	at	ADP
cana-3472	134	19	the	the	DET
cana-3472	134	20	detection	detection	NOUN
cana-3472	134	21	of	of	ADP
cana-3472	134	22	burn	burn	NOUN
cana-3472	134	23	and	and	CCONJ
cana-3472	134	24	scar	scar	NOUN
cana-3472	134	25	.	.	PUNCT
cana-3472	135	1	it	it	PRON
cana-3472	135	2	is	be	AUX
cana-3472	135	3	able	able	ADJ
cana-3472	135	4	to	to	PART
cana-3472	135	5	differentiate	differentiate	VERB
cana-3472	135	6	between	between	ADP
cana-3472	135	7	the	the	DET
cana-3472	135	8	two	two	NUM
cana-3472	135	9	because	because	SCONJ
cana-3472	135	10	it	it	PRON
cana-3472	135	11	is	be	AUX
cana-3472	135	12	trained	train	VERB
cana-3472	135	13	against	against	ADP
cana-3472	135	14	the	the	DET
cana-3472	135	15	dataset	dataset	NOUN
cana-3472	135	16	that	that	PRON
cana-3472	135	17	was	be	AUX
cana-3472	135	18	collected	collect	VERB
cana-3472	135	19	for	for	ADP
cana-3472	135	20	that	that	DET
cana-3472	135	21	specific	specific	ADJ
cana-3472	135	22	purpose	purpose	NOUN
cana-3472	135	23	.	.	PUNCT
cana-3472	136	1	the	the	DET
cana-3472	136	2	output	output	NOUN
cana-3472	136	3	of	of	ADP
cana-3472	136	4	the	the	DET
cana-3472	136	5	system	system	NOUN
cana-3472	136	6	includes	include	VERB
cana-3472	136	7	a	a	DET
cana-3472	136	8	few	few	ADJ
cana-3472	136	9	graphic	graphic	ADJ
cana-3472	136	10	images	image	NOUN
cana-3472	136	11	and	and	CCONJ
cana-3472	136	12	a	a	DET
cana-3472	136	13	pdf	pdf	NOUN
cana-3472	136	14	file	file	NOUN
cana-3472	136	15	which	which	PRON
cana-3472	136	16	has	have	VERB
cana-3472	136	17	all	all	DET
cana-3472	136	18	necessary	necessary	ADJ
cana-3472	136	19	circumferences	circumference	NOUN
cana-3472	136	20	.	.	PUNCT
cana-3472	137	1	the	the	DET
cana-3472	137	2	output	output	NOUN
cana-3472	137	3	also	also	ADV
cana-3472	137	4	reports	report	VERB
cana-3472	137	5	the	the	DET
cana-3472	137	6	extent	extent	NOUN
cana-3472	137	7	of	of	ADP
cana-3472	137	8	burn	burn	NOUN
cana-3472	137	9	/	/	SYM
cana-3472	137	10	scar	scar	NOUN
cana-3472	137	11	present	present	NOUN
cana-3472	137	12	.	.	PUNCT
cana-3472	138	1	information	information	NOUN
cana-3472	138	2	is	be	AUX
cana-3472	138	3	provided	provide	VERB
cana-3472	138	4	so	so	SCONJ
cana-3472	138	5	that	that	SCONJ
cana-3472	138	6	the	the	DET
cana-3472	138	7	necessary	necessary	ADJ
cana-3472	138	8	operation	operation	NOUN
cana-3472	138	9	is	be	AUX
cana-3472	138	10	executed	execute	VERB
cana-3472	138	11	accurately	accurately	ADV
cana-3472	138	12	.	.	PUNCT
cana-3472	139	1	the	the	DET
cana-3472	139	2	system	system	NOUN
cana-3472	139	3	allows	allow	VERB
cana-3472	139	4	images	image	NOUN
cana-3472	139	5	to	to	PART
cana-3472	139	6	be	be	AUX
cana-3472	139	7	uploaded	upload	VERB
cana-3472	139	8	fast	fast	ADV
cana-3472	139	9	and	and	CCONJ
cana-3472	139	10	allows	allow	VERB
cana-3472	139	11	medical	medical	ADJ
cana-3472	139	12	specialists	specialist	NOUN
cana-3472	139	13	to	to	PART
cana-3472	139	14	choose	choose	VERB
cana-3472	139	15	what	what	PRON
cana-3472	139	16	features	feature	VERB
cana-3472	139	17	they	they	PRON
cana-3472	139	18	want	want	VERB
cana-3472	139	19	analyzed	analyze	VERB
cana-3472	139	20	without	without	ADP
cana-3472	139	21	much	much	ADJ
cana-3472	139	22	clutter	clutter	NOUN
cana-3472	139	23	.	.	PUNCT
cana-3472	140	1	6	6	NUM
cana-3472	140	2	.	.	X
cana-3472	140	3	results	result	NOUN
cana-3472	140	4	and	and	CCONJ
cana-3472	140	5	discussions	discussion	NOUN
cana-3472	140	6	the	the	DET
cana-3472	140	7	analysis	analysis	NOUN
cana-3472	140	8	was	be	AUX
cana-3472	140	9	carried	carry	VERB
cana-3472	140	10	out	out	ADP
cana-3472	140	11	of	of	ADP
cana-3472	140	12	the	the	DET
cana-3472	140	13	recommended	recommend	VERB
cana-3472	140	14	system	system	NOUN
cana-3472	140	15	on	on	ADP
cana-3472	140	16	a	a	DET
cana-3472	140	17	set	set	NOUN
cana-3472	140	18	of	of	ADP
cana-3472	140	19	500	500	NUM
cana-3472	140	20	images	image	NOUN
cana-3472	140	21	of	of	ADP
cana-3472	140	22	both	both	CCONJ
cana-3472	140	23	normal	normal	ADJ
cana-3472	140	24	faces	face	NOUN
cana-3472	140	25	and	and	CCONJ
cana-3472	140	26	faces	face	NOUN
cana-3472	140	27	with	with	ADP
cana-3472	140	28	severe	severe	ADJ
cana-3472	140	29	burns	burn	NOUN
cana-3472	140	30	and	and	CCONJ
cana-3472	140	31	scars	scar	NOUN
cana-3472	140	32	.	.	PUNCT
cana-3472	141	1	burns	burn	NOUN
cana-3472	141	2	and	and	CCONJ
cana-3472	141	3	scars	scar	NOUN
cana-3472	141	4	were	be	AUX
cana-3472	141	5	evaluated	evaluate	VERB
cana-3472	141	6	by	by	ADP
cana-3472	141	7	severity	severity	NOUN
cana-3472	141	8	based	base	VERB
cana-3472	141	9	on	on	ADP
cana-3472	141	10	the	the	DET
cana-3472	141	11	communications	communication	NOUN
cana-3472	141	12	on	on	ADP
cana-3472	141	13	applied	apply	VERB
cana-3472	141	14	nonlinear	nonlinear	ADJ
cana-3472	141	15	analysis	analysis	NOUN
cana-3472	141	16	issn	issn	NOUN
cana-3472	141	17	:	:	PUNCT
cana-3472	141	18	1074	1074	NUM
cana-3472	141	19	-	-	PUNCT
cana-3472	141	20	133x	133x	NUM
cana-3472	141	21	vol	vol	NOUN
cana-3472	141	22	32	32	NUM
cana-3472	141	23	no	no	NOUN
cana-3472	141	24	.	.	PUNCT
cana-3472	142	1	7s	7	NOUN
cana-3472	142	2	(	(	PUNCT
cana-3472	142	3	2025	2025	NUM
cana-3472	142	4	)	)	PUNCT
cana-3472	142	5	658	658	NUM
cana-3472	142	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3472	142	7	golden	golden	ADJ
cana-3472	142	8	ratio	ratio	NOUN
cana-3472	142	9	,	,	PUNCT
cana-3472	142	10	which	which	PRON
cana-3472	142	11	was	be	AUX
cana-3472	142	12	used	use	VERB
cana-3472	142	13	to	to	PART
cana-3472	142	14	calculate	calculate	VERB
cana-3472	142	15	facial	facial	ADJ
cana-3472	142	16	proportions	proportion	NOUN
cana-3472	142	17	,	,	PUNCT
cana-3472	142	18	and	and	CCONJ
cana-3472	142	19	a	a	DET
cana-3472	142	20	classification	classification	NOUN
cana-3472	142	21	model	model	NOUN
cana-3472	142	22	based	base	VERB
cana-3472	142	23	on	on	ADP
cana-3472	142	24	yolo	yolo	PROPN
cana-3472	142	25	.	.	PUNCT
cana-3472	143	1	such	such	ADJ
cana-3472	143	2	systems	system	NOUN
cana-3472	143	3	enabled	enable	VERB
cana-3472	143	4	the	the	DET
cana-3472	143	5	authors	author	NOUN
cana-3472	143	6	to	to	PART
cana-3472	143	7	achieve	achieve	VERB
cana-3472	143	8	good	good	ADJ
cana-3472	143	9	results	result	NOUN
cana-3472	143	10	in	in	ADP
cana-3472	143	11	the	the	DET
cana-3472	143	12	course	course	NOUN
cana-3472	143	13	of	of	ADP
cana-3472	143	14	research	research	NOUN
cana-3472	143	15	aimed	aim	VERB
cana-3472	143	16	at	at	ADP
cana-3472	143	17	identifying	identify	VERB
cana-3472	143	18	burns	burn	NOUN
cana-3472	143	19	and	and	CCONJ
cana-3472	143	20	scars	scar	NOUN
cana-3472	143	21	on	on	ADP
cana-3472	143	22	the	the	DET
cana-3472	143	23	face	face	NOUN
cana-3472	143	24	and	and	CCONJ
cana-3472	143	25	achieve	achieve	VERB
cana-3472	143	26	positive	positive	ADJ
cana-3472	143	27	pr	pr	NOUN
cana-3472	143	28	and	and	CCONJ
cana-3472	143	29	f1	f1	NOUN
cana-3472	143	30	confidence	confidence	NOUN
cana-3472	143	31	curve	curve	NOUN
cana-3472	143	32	as	as	ADV
cana-3472	143	33	well	well	ADV
cana-3472	143	34	as	as	ADP
cana-3472	143	35	recall	recall	NOUN
cana-3472	143	36	rates	rate	NOUN
cana-3472	143	37	.	.	PUNCT
cana-3472	144	1	the	the	DET
cana-3472	144	2	pr	pr	NOUN
cana-3472	144	3	curve	curve	NOUN
cana-3472	144	4	illustrates	illustrate	VERB
cana-3472	144	5	a	a	DET
cana-3472	144	6	trade	trade	NOUN
cana-3472	144	7	-	-	PUNCT
cana-3472	144	8	off	off	NOUN
cana-3472	144	9	between	between	ADP
cana-3472	144	10	precision	precision	NOUN
cana-3472	144	11	and	and	CCONJ
cana-3472	144	12	recall	recall	NOUN
cana-3472	144	13	,	,	PUNCT
cana-3472	144	14	two	two	NUM
cana-3472	144	15	metrics	metric	NOUN
cana-3472	144	16	that	that	PRON
cana-3472	144	17	play	play	VERB
cana-3472	144	18	an	an	DET
cana-3472	144	19	equally	equally	ADV
cana-3472	144	20	significant	significant	ADJ
cana-3472	144	21	role	role	NOUN
cana-3472	144	22	in	in	ADP
cana-3472	144	23	the	the	DET
cana-3472	144	24	performance	performance	NOUN
cana-3472	144	25	evaluation	evaluation	NOUN
cana-3472	144	26	of	of	ADP
cana-3472	144	27	classification	classification	NOUN
cana-3472	144	28	models	model	NOUN
cana-3472	144	29	.	.	PUNCT
cana-3472	145	1	precision	precision	NOUN
cana-3472	145	2	is	be	AUX
cana-3472	145	3	defined	define	VERB
cana-3472	145	4	as	as	ADP
cana-3472	145	5	the	the	DET
cana-3472	145	6	ratio	ratio	NOUN
cana-3472	145	7	of	of	ADP
cana-3472	145	8	true	true	ADJ
cana-3472	145	9	positives	positive	NOUN
cana-3472	145	10	in	in	ADP
cana-3472	145	11	all	all	DET
cana-3472	145	12	the	the	DET
cana-3472	145	13	true	true	ADJ
cana-3472	145	14	positives	positive	NOUN
cana-3472	145	15	predicted	predict	VERB
cana-3472	145	16	,	,	PUNCT
cana-3472	145	17	while	while	SCONJ
cana-3472	145	18	recall	recall	NOUN
cana-3472	145	19	considers	consider	VERB
cana-3472	145	20	the	the	DET
cana-3472	145	21	true	true	ADJ
cana-3472	145	22	positives	positive	NOUN
cana-3472	145	23	found	find	VERB
cana-3472	145	24	in	in	ADP
cana-3472	145	25	all	all	DET
cana-3472	145	26	positive	positive	ADJ
cana-3472	145	27	instances	instance	NOUN
cana-3472	145	28	.	.	PUNCT
cana-3472	146	1	the	the	DET
cana-3472	146	2	confidence	confidence	NOUN
cana-3472	146	3	level	level	NOUN
cana-3472	146	4	f1	f1	NOUN
cana-3472	146	5	exposure	exposure	NOUN
cana-3472	146	6	curve	curve	NOUN
cana-3472	146	7	captures	capture	VERB
cana-3472	146	8	an	an	DET
cana-3472	146	9	explanation	explanation	NOUN
cana-3472	146	10	of	of	ADP
cana-3472	146	11	the	the	DET
cana-3472	146	12	whole	whole	ADJ
cana-3472	146	13	curve	curve	NOUN
cana-3472	146	14	above	above	ADP
cana-3472	146	15	of	of	ADP
cana-3472	146	16	f	f	PROPN
cana-3472	146	17	measure	measure	NOUN
cana-3472	146	18	representation	representation	NOUN
cana-3472	146	19	against	against	ADP
cana-3472	146	20	required	require	VERB
cana-3472	146	21	change	change	NOUN
cana-3472	146	22	in	in	ADP
cana-3472	146	23	level	level	NOUN
cana-3472	146	24	of	of	ADP
cana-3472	146	25	thresholds	threshold	NOUN
cana-3472	146	26	.	.	PUNCT
cana-3472	147	1	the	the	DET
cana-3472	147	2	f1	f1	PROPN
cana-3472	147	3	score	score	NOUN
cana-3472	147	4	is	be	AUX
cana-3472	147	5	a	a	DET
cana-3472	147	6	measure	measure	NOUN
cana-3472	147	7	of	of	ADP
cana-3472	147	8	accuracy	accuracy	NOUN
cana-3472	147	9	that	that	PRON
cana-3472	147	10	considers	consider	VERB
cana-3472	147	11	both	both	CCONJ
cana-3472	147	12	the	the	DET
cana-3472	147	13	precision	precision	NOUN
cana-3472	147	14	and	and	CCONJ
cana-3472	147	15	recall	recall	VERB
cana-3472	147	16	averages	average	NOUN
cana-3472	147	17	into	into	ADP
cana-3472	147	18	one	one	NUM
cana-3472	147	19	value	value	NOUN
cana-3472	147	20	which	which	PRON
cana-3472	147	21	ranges	range	VERB
cana-3472	147	22	from	from	ADP
cana-3472	147	23	0	0	NUM
cana-3472	147	24	being	be	AUX
cana-3472	147	25	the	the	DET
cana-3472	147	26	lowest	low	ADJ
cana-3472	147	27	and	and	CCONJ
cana-3472	147	28	1	1	NUM
cana-3472	147	29	the	the	DET
cana-3472	147	30	highest	high	ADJ
cana-3472	147	31	performance	performance	NOUN
cana-3472	147	32	value	value	NOUN
cana-3472	147	33	.	.	PUNCT
cana-3472	148	1	the	the	DET
cana-3472	148	2	obtained	obtain	VERB
cana-3472	148	3	results	result	NOUN
cana-3472	148	4	of	of	ADP
cana-3472	148	5	the	the	DET
cana-3472	148	6	proposed	propose	VERB
cana-3472	148	7	algorithm	algorithm	NOUN
cana-3472	148	8	exhibit	exhibit	VERB
cana-3472	148	9	the	the	DET
cana-3472	148	10	highest	high	ADJ
cana-3472	148	11	f1	f1	ADJ
cana-3472	148	12	score	score	NOUN
cana-3472	148	13	of	of	ADP
cana-3472	148	14	0.86	0.86	NUM
cana-3472	148	15	at	at	ADP
cana-3472	148	16	a	a	DET
cana-3472	148	17	confidence	confidence	NOUN
cana-3472	148	18	threshold	threshold	NOUN
cana-3472	148	19	of	of	ADP
cana-3472	148	20	0.6	0.6	NUM
cana-3472	148	21	,	,	PUNCT
cana-3472	148	22	which	which	PRON
cana-3472	148	23	interprets	interpret	VERB
cana-3472	148	24	that	that	SCONJ
cana-3472	148	25	a	a	DET
cana-3472	148	26	good	good	ADJ
cana-3472	148	27	trade	trade	NOUN
cana-3472	148	28	-	-	PUNCT
cana-3472	148	29	off	off	NOUN
cana-3472	148	30	between	between	ADP
cana-3472	148	31	precision	precision	NOUN
cana-3472	148	32	and	and	CCONJ
cana-3472	148	33	recall	recall	NOUN
cana-3472	148	34	was	be	AUX
cana-3472	148	35	achieved	achieve	VERB
cana-3472	148	36	with	with	ADP
cana-3472	148	37	this	this	DET
cana-3472	148	38	threshold	threshold	NOUN
cana-3472	148	39	value	value	NOUN
cana-3472	148	40	.	.	PUNCT
cana-3472	149	1	this	this	DET
cana-3472	149	2	result	result	NOUN
cana-3472	149	3	indicates	indicate	VERB
cana-3472	149	4	that	that	SCONJ
cana-3472	149	5	the	the	DET
cana-3472	149	6	burns	burn	NOUN
cana-3472	149	7	and	and	CCONJ
cana-3472	149	8	facial	facial	ADJ
cana-3472	149	9	scars	scar	NOUN
cana-3472	149	10	detection	detection	NOUN
cana-3472	149	11	was	be	AUX
cana-3472	149	12	very	very	ADV
cana-3472	149	13	accurate	accurate	ADJ
cana-3472	149	14	and	and	CCONJ
cana-3472	149	15	false	false	ADJ
cana-3472	149	16	positives	positive	NOUN
cana-3472	149	17	were	be	AUX
cana-3472	149	18	very	very	ADV
cana-3472	149	19	few	few	ADJ
cana-3472	149	20	with	with	ADP
cana-3472	149	21	the	the	DET
cana-3472	149	22	system	system	NOUN
cana-3472	149	23	.	.	PUNCT
cana-3472	150	1	the	the	DET
cana-3472	150	2	dataset	dataset	NOUN
cana-3472	150	3	generated	generate	VERB
cana-3472	150	4	from	from	ADP
cana-3472	150	5	the	the	DET
cana-3472	150	6	patient	patient	NOUN
cana-3472	150	7	,	,	PUNCT
cana-3472	150	8	contains	contain	VERB
cana-3472	150	9	the	the	DET
cana-3472	150	10	following	follow	VERB
cana-3472	150	11	features	feature	NOUN
cana-3472	150	12	as	as	SCONJ
cana-3472	150	13	shown	show	VERB
cana-3472	150	14	in	in	ADP
cana-3472	150	15	fig.3	fig.3	PROPN
cana-3472	150	16	.	.	PUNCT
cana-3472	151	1	the	the	DET
cana-3472	151	2	dataset	dataset	NOUN
cana-3472	151	3	includes	include	VERB
cana-3472	151	4	several	several	ADJ
cana-3472	151	5	variables	variable	NOUN
cana-3472	151	6	describing	describe	VERB
cana-3472	151	7	the	the	DET
cana-3472	151	8	face	face	NOUN
cana-3472	151	9	dimensions	dimension	NOUN
cana-3472	151	10	and	and	CCONJ
cana-3472	151	11	ratios	ratio	NOUN
cana-3472	151	12	of	of	ADP
cana-3472	151	13	golden	golden	ADJ
cana-3472	151	14	proportions	proportion	NOUN
cana-3472	151	15	for	for	ADP
cana-3472	151	16	a	a	DET
cana-3472	151	17	certain	certain	ADJ
cana-3472	151	18	sample	sample	NOUN
cana-3472	151	19	of	of	ADP
cana-3472	151	20	individuals	individual	NOUN
cana-3472	151	21	.	.	PUNCT
cana-3472	152	1	such	such	ADJ
cana-3472	152	2	features	feature	NOUN
cana-3472	152	3	are	be	AUX
cana-3472	152	4	essential	essential	ADJ
cana-3472	152	5	because	because	SCONJ
cana-3472	152	6	they	they	PRON
cana-3472	152	7	provide	provide	VERB
cana-3472	152	8	insight	insight	NOUN
cana-3472	152	9	into	into	ADP
cana-3472	152	10	the	the	DET
cana-3472	152	11	individual	individual	NOUN
cana-3472	152	12	’s	’s	PART
cana-3472	152	13	face	face	NOUN
cana-3472	152	14	and	and	CCONJ
cana-3472	152	15	its	its	PRON
cana-3472	152	16	proportionality	proportionality	NOUN
cana-3472	152	17	to	to	ADP
cana-3472	152	18	golden	golden	ADJ
cana-3472	152	19	ratios	ratio	NOUN
cana-3472	152	20	.	.	PUNCT
cana-3472	153	1	the	the	DET
cana-3472	153	2	person	person	NOUN
cana-3472	153	3	’s	’s	PART
cana-3472	153	4	gender	gender	NOUN
cana-3472	153	5	and	and	CCONJ
cana-3472	153	6	every	every	DET
cana-3472	153	7	single	single	ADJ
cana-3472	153	8	dimension	dimension	NOUN
cana-3472	153	9	of	of	ADP
cana-3472	153	10	their	their	PRON
cana-3472	153	11	face	face	NOUN
cana-3472	153	12	are	be	AUX
cana-3472	153	13	taken	take	VERB
cana-3472	153	14	into	into	ADP
cana-3472	153	15	consideration	consideration	NOUN
cana-3472	153	16	.	.	PUNCT
cana-3472	154	1	these	these	DET
cana-3472	154	2	measurements	measurement	NOUN
cana-3472	154	3	are	be	AUX
cana-3472	154	4	utilized	utilize	VERB
cana-3472	154	5	to	to	PART
cana-3472	154	6	obtain	obtain	VERB
cana-3472	154	7	four	four	NUM
cana-3472	154	8	ratios	ratio	NOUN
cana-3472	154	9	that	that	PRON
cana-3472	154	10	have	have	AUX
cana-3472	154	11	been	be	AUX
cana-3472	154	12	designated	designate	VERB
cana-3472	154	13	as	as	ADP
cana-3472	154	14	ratio	ratio	NOUN
cana-3472	154	15	a	a	PRON
cana-3472	154	16	,	,	PUNCT
cana-3472	154	17	ratio	ratio	NOUN
cana-3472	154	18	b	b	PROPN
cana-3472	154	19	,	,	PUNCT
cana-3472	154	20	ratio	ratio	NOUN
cana-3472	154	21	c	c	NOUN
cana-3472	154	22	,	,	PUNCT
cana-3472	154	23	and	and	CCONJ
cana-3472	154	24	ratio	ratio	NOUN
cana-3472	154	25	d.	d.	PROPN
cana-3472	154	26	our	our	PRON
cana-3472	154	27	system	system	NOUN
cana-3472	154	28	designs	design	VERB
cana-3472	154	29	a	a	DET
cana-3472	154	30	reporting	reporting	NOUN
cana-3472	154	31	format	format	NOUN
cana-3472	154	32	where	where	SCONJ
cana-3472	154	33	patients	patient	NOUN
cana-3472	154	34	can	can	AUX
cana-3472	154	35	assess	assess	VERB
cana-3472	154	36	their	their	PRON
cana-3472	154	37	facial	facial	ADJ
cana-3472	154	38	analysis	analysis	NOUN
cana-3472	154	39	with	with	ADP
cana-3472	154	40	a	a	DET
cana-3472	154	41	reference	reference	NOUN
cana-3472	154	42	of	of	ADP
cana-3472	154	43	their	their	PRON
cana-3472	154	44	report	report	NOUN
cana-3472	154	45	.	.	PUNCT
cana-3472	155	1	this	this	DET
cana-3472	155	2	report	report	NOUN
cana-3472	155	3	,	,	PUNCT
cana-3472	155	4	fig.5	fig.5	PROPN
cana-3472	155	5	,	,	PUNCT
cana-3472	155	6	generated	generate	VERB
cana-3472	155	7	by	by	ADP
cana-3472	155	8	our	our	PRON
cana-3472	155	9	system	system	NOUN
cana-3472	155	10	model	model	NOUN
cana-3472	155	11	,	,	PUNCT
cana-3472	155	12	elaborated	elaborate	VERB
cana-3472	155	13	the	the	DET
cana-3472	155	14	degree	degree	NOUN
cana-3472	155	15	of	of	ADP
cana-3472	155	16	facial	facial	ADJ
cana-3472	155	17	features	feature	NOUN
cana-3472	155	18	as	as	ADP
cana-3472	155	19	scar	scar	NOUN
cana-3472	155	20	and	and	CCONJ
cana-3472	155	21	burn	burn	VERB
cana-3472	155	22	severity	severity	NOUN
cana-3472	155	23	to	to	ADP
cana-3472	155	24	the	the	DET
cana-3472	155	25	patient	patient	NOUN
cana-3472	155	26	’s	’s	PART
cana-3472	155	27	model	model	NOUN
cana-3472	155	28	.	.	PUNCT
cana-3472	156	1	thus	thus	ADV
cana-3472	156	2	,	,	PUNCT
cana-3472	156	3	enabling	enable	VERB
cana-3472	156	4	the	the	DET
cana-3472	156	5	plastic	plastic	ADJ
cana-3472	156	6	surgeons	surgeon	NOUN
cana-3472	156	7	to	to	PART
cana-3472	156	8	carry	carry	VERB
cana-3472	156	9	out	out	ADP
cana-3472	156	10	the	the	DET
cana-3472	156	11	required	require	VERB
cana-3472	156	12	operations	operation	NOUN
cana-3472	156	13	precisely	precisely	ADV
cana-3472	156	14	using	use	VERB
cana-3472	156	15	the	the	DET
cana-3472	156	16	model	model	NOUN
cana-3472	156	17	.	.	PUNCT
cana-3472	157	1	our	our	PRON
cana-3472	157	2	system	system	NOUN
cana-3472	157	3	results	result	NOUN
cana-3472	157	4	show	show	VERB
cana-3472	157	5	that	that	SCONJ
cana-3472	157	6	it	it	PRON
cana-3472	157	7	has	have	VERB
cana-3472	157	8	the	the	DET
cana-3472	157	9	potential	potential	NOUN
cana-3472	157	10	to	to	PART
cana-3472	157	11	be	be	AUX
cana-3472	157	12	useful	useful	ADJ
cana-3472	157	13	for	for	ADP
cana-3472	157	14	plastic	plastic	ADJ
cana-3472	157	15	surgeons	surgeon	NOUN
cana-3472	157	16	in	in	ADP
cana-3472	157	17	determining	determine	VERB
cana-3472	157	18	scar	scar	NOUN
cana-3472	157	19	and	and	CCONJ
cana-3472	157	20	burn	burn	VERB
cana-3472	157	21	damage	damage	NOUN
cana-3472	157	22	on	on	ADP
cana-3472	157	23	the	the	DET
cana-3472	157	24	face	face	NOUN
cana-3472	157	25	.	.	PUNCT
cana-3472	158	1	the	the	DET
cana-3472	158	2	model	model	NOUN
cana-3472	158	3	metrics	metric	NOUN
cana-3472	158	4	included	include	VERB
cana-3472	158	5	precision	precision	NOUN
cana-3472	158	6	and	and	CCONJ
cana-3472	158	7	recall	recall	NOUN
cana-3472	158	8	rates	rate	NOUN
cana-3472	158	9	that	that	PRON
cana-3472	158	10	achieved	achieve	VERB
cana-3472	158	11	very	very	ADV
cana-3472	158	12	high	high	ADJ
cana-3472	158	13	values	value	NOUN
cana-3472	158	14	,	,	PUNCT
cana-3472	158	15	in	in	ADP
cana-3472	158	16	other	other	ADJ
cana-3472	158	17	words	word	NOUN
cana-3472	158	18	,	,	PUNCT
cana-3472	158	19	the	the	DET
cana-3472	158	20	effectiveness	effectiveness	NOUN
cana-3472	158	21	in	in	ADP
cana-3472	158	22	recognizing	recognizing	NOUN
cana-3472	158	23	and	and	CCONJ
cana-3472	158	24	assessment	assessment	NOUN
cana-3472	158	25	of	of	ADP
cana-3472	158	26	the	the	DET
cana-3472	158	27	features	feature	NOUN
cana-3472	158	28	of	of	ADP
cana-3472	158	29	the	the	DET
cana-3472	158	30	face	face	NOUN
cana-3472	158	31	was	be	AUX
cana-3472	158	32	appreciable	appreciable	ADJ
cana-3472	158	33	.	.	PUNCT
cana-3472	159	1	additionally	additionally	ADV
cana-3472	159	2	,	,	PUNCT
cana-3472	159	3	a	a	DET
cana-3472	159	4	very	very	ADV
cana-3472	159	5	satisfactory	satisfactory	ADJ
cana-3472	159	6	trade	trade	NOUN
cana-3472	159	7	-	-	PUNCT
cana-3472	159	8	off	off	NOUN
cana-3472	159	9	among	among	ADP
cana-3472	159	10	these	these	DET
cana-3472	159	11	metrics	metric	NOUN
cana-3472	159	12	is	be	AUX
cana-3472	159	13	present	present	ADJ
cana-3472	159	14	so	so	SCONJ
cana-3472	159	15	that	that	SCONJ
cana-3472	159	16	the	the	DET
cana-3472	159	17	system	system	NOUN
cana-3472	159	18	will	will	AUX
cana-3472	159	19	be	be	AUX
cana-3472	159	20	able	able	ADJ
cana-3472	159	21	to	to	PART
cana-3472	159	22	provide	provide	VERB
cana-3472	159	23	quality	quality	NOUN
cana-3472	159	24	information	information	NOUN
cana-3472	159	25	for	for	ADP
cana-3472	159	26	surgical	surgical	ADJ
cana-3472	159	27	planning	planning	NOUN
cana-3472	159	28	.	.	PUNCT
cana-3472	160	1	fig.3	fig.3	PROPN
cana-3472	160	2	.	.	PUNCT
cana-3472	161	1	dataset	dataset	PROPN
cana-3472	161	2	features	feature	VERB
cana-3472	161	3	communications	communication	NOUN
cana-3472	161	4	on	on	ADP
cana-3472	161	5	applied	apply	VERB
cana-3472	161	6	nonlinear	nonlinear	ADJ
cana-3472	161	7	analysis	analysis	NOUN
cana-3472	161	8	issn	issn	NOUN
cana-3472	161	9	:	:	PUNCT
cana-3472	161	10	1074	1074	NUM
cana-3472	161	11	-	-	PUNCT
cana-3472	161	12	133x	133x	NUM
cana-3472	161	13	vol	vol	NOUN
cana-3472	161	14	32	32	NUM
cana-3472	161	15	no	no	NOUN
cana-3472	161	16	.	.	PUNCT
cana-3472	162	1	7s	7	NOUN
cana-3472	162	2	(	(	PUNCT
cana-3472	162	3	2025	2025	NUM
cana-3472	162	4	)	)	PUNCT
cana-3472	163	1	659	659	NUM
cana-3472	163	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-3472	163	3	fig.4	fig.4	PROPN
cana-3472	163	4	.	.	PUNCT
cana-3472	164	1	f1	f1	NOUN
cana-3472	164	2	confidence	confidence	NOUN
cana-3472	164	3	curve	curve	NOUN
cana-3472	164	4	fig.5	fig.5	PROPN
cana-3472	164	5	.	.	PUNCT
cana-3472	164	6	generated	generate	VERB
cana-3472	164	7	report	report	NOUN
cana-3472	164	8	7	7	NUM
cana-3472	164	9	.	.	NOUN
cana-3472	164	10	testcases	testcase	NOUN
cana-3472	164	11	in	in	ADP
cana-3472	164	12	addition	addition	NOUN
cana-3472	164	13	to	to	ADP
cana-3472	164	14	the	the	DET
cana-3472	164	15	well	well	ADV
cana-3472	164	16	-	-	PUNCT
cana-3472	164	17	known	know	VERB
cana-3472	164	18	requirements	requirement	NOUN
cana-3472	164	19	which	which	PRON
cana-3472	164	20	constituents	constituent	VERB
cana-3472	164	21	the	the	DET
cana-3472	164	22	traditional	traditional	ADJ
cana-3472	164	23	test	test	NOUN
cana-3472	164	24	cases	case	NOUN
cana-3472	164	25	,	,	PUNCT
cana-3472	164	26	the	the	DET
cana-3472	164	27	real	real	ADJ
cana-3472	164	28	-	-	PUNCT
cana-3472	164	29	time	time	NOUN
cana-3472	164	30	scenarios	scenario	NOUN
cana-3472	164	31	are	be	AUX
cana-3472	164	32	also	also	ADV
cana-3472	164	33	significant	significant	ADJ
cana-3472	164	34	concerns	concern	NOUN
cana-3472	164	35	which	which	PRON
cana-3472	164	36	need	need	VERB
cana-3472	164	37	to	to	PART
cana-3472	164	38	be	be	AUX
cana-3472	164	39	emphasized	emphasize	VERB
cana-3472	164	40	in	in	ADP
cana-3472	164	41	order	order	NOUN
cana-3472	164	42	to	to	PART
cana-3472	164	43	assess	assess	VERB
cana-3472	164	44	the	the	DET
cana-3472	164	45	effectiveness	effectiveness	NOUN
cana-3472	164	46	and	and	CCONJ
cana-3472	164	47	the	the	DET
cana-3472	164	48	reliability	reliability	NOUN
cana-3472	164	49	of	of	ADP
cana-3472	164	50	the	the	DET
cana-3472	164	51	facial	facial	ADJ
cana-3472	164	52	analysis	analysis	NOUN
cana-3472	164	53	systems	system	NOUN
cana-3472	164	54	assessing	assess	VERB
cana-3472	164	55	the	the	DET
cana-3472	164	56	plastic	plastic	ADJ
cana-3472	164	57	surgery	surgery	NOUN
cana-3472	164	58	operations	operation	NOUN
cana-3472	164	59	.	.	PUNCT
cana-3472	165	1	these	these	DET
cana-3472	165	2	scenarios	scenario	NOUN
cana-3472	165	3	are	be	AUX
cana-3472	165	4	important	important	ADJ
cana-3472	165	5	since	since	SCONJ
cana-3472	165	6	they	they	PRON
cana-3472	165	7	illustrate	illustrate	VERB
cana-3472	165	8	how	how	SCONJ
cana-3472	165	9	the	the	DET
cana-3472	165	10	system	system	NOUN
cana-3472	165	11	performs	perform	VERB
cana-3472	165	12	under	under	ADP
cana-3472	165	13	real	real	ADJ
cana-3472	165	14	world	world	NOUN
cana-3472	165	15	challenges	challenge	NOUN
cana-3472	165	16	.	.	PUNCT
cana-3472	166	1	in	in	ADP
cana-3472	166	2	this	this	DET
cana-3472	166	3	study	study	NOUN
cana-3472	166	4	,	,	PUNCT
cana-3472	166	5	we	we	PRON
cana-3472	166	6	incorporate	incorporate	VERB
cana-3472	166	7	several	several	ADJ
cana-3472	166	8	real	real	ADJ
cana-3472	166	9	-	-	PUNCT
cana-3472	166	10	time	time	NOUN
cana-3472	166	11	test	test	NOUN
cana-3472	166	12	case	case	NOUN
cana-3472	166	13	scenarios	scenario	NOUN
cana-3472	166	14	in	in	ADP
cana-3472	166	15	an	an	DET
cana-3472	166	16	effort	effort	NOUN
cana-3472	166	17	to	to	PART
cana-3472	166	18	evaluate	evaluate	VERB
cana-3472	166	19	the	the	DET
cana-3472	166	20	performance	performance	NOUN
cana-3472	166	21	of	of	ADP
cana-3472	166	22	the	the	DET
cana-3472	166	23	proposed	propose	VERB
cana-3472	166	24	system	system	NOUN
cana-3472	166	25	.	.	PUNCT
cana-3472	167	1	face	face	NOUN
cana-3472	167	2	detection	detection	NOUN
cana-3472	167	3	in	in	ADP
cana-3472	167	4	live	live	ADJ
cana-3472	167	5	camera	camera	NOUN
cana-3472	167	6	feed	feed	NOUN
cana-3472	167	7	:	:	PUNCT
cana-3472	167	8	scenario	scenario	NOUN
cana-3472	167	9	description	description	NOUN
cana-3472	167	10	:	:	PUNCT
cana-3472	167	11	the	the	DET
cana-3472	167	12	system	system	NOUN
cana-3472	167	13	is	be	AUX
cana-3472	167	14	being	be	AUX
cana-3472	167	15	used	use	VERB
cana-3472	167	16	in	in	ADP
cana-3472	167	17	practice	practice	NOUN
cana-3472	167	18	and	and	CCONJ
cana-3472	167	19	therefore	therefore	ADV
cana-3472	167	20	patients	patient	NOUN
cana-3472	167	21	are	be	AUX
cana-3472	167	22	being	be	AUX
cana-3472	167	23	viewed	view	VERB
cana-3472	167	24	and	and	CCONJ
cana-3472	167	25	assessed	assess	VERB
cana-3472	167	26	via	via	ADP
cana-3472	167	27	a	a	DET
cana-3472	167	28	camera	camera	NOUN
cana-3472	167	29	connected	connect	VERB
cana-3472	167	30	to	to	ADP
cana-3472	167	31	the	the	DET
cana-3472	167	32	system	system	NOUN
cana-3472	167	33	.	.	PUNCT
cana-3472	168	1	expected	expect	VERB
cana-3472	168	2	outcome	outcome	NOUN
cana-3472	168	3	:	:	PUNCT
cana-3472	168	4	the	the	DET
cana-3472	168	5	outcome	outcome	NOUN
cana-3472	168	6	will	will	AUX
cana-3472	168	7	be	be	AUX
cana-3472	168	8	a	a	DET
cana-3472	168	9	successful	successful	ADJ
cana-3472	168	10	capture	capture	NOUN
cana-3472	168	11	of	of	ADP
cana-3472	168	12	the	the	DET
cana-3472	168	13	faces	face	NOUN
cana-3472	168	14	irrespective	irrespective	ADV
cana-3472	168	15	of	of	ADP
cana-3472	168	16	the	the	DET
cana-3472	168	17	face	face	NOUN
cana-3472	168	18	position	position	NOUN
cana-3472	168	19	or	or	CCONJ
cana-3472	168	20	the	the	DET
cana-3472	168	21	facial	facial	ADJ
cana-3472	168	22	expression	expression	NOUN
cana-3472	168	23	of	of	ADP
cana-3472	168	24	the	the	DET
cana-3472	168	25	target	target	NOUN
cana-3472	168	26	to	to	PART
cana-3472	168	27	be	be	AUX
cana-3472	168	28	scanned	scan	VERB
cana-3472	168	29	thereby	thereby	ADV
cana-3472	168	30	proving	prove	VERB
cana-3472	168	31	the	the	DET
cana-3472	168	32	system	system	NOUN
cana-3472	168	33	’s	’s	PART
cana-3472	168	34	performance	performance	NOUN
cana-3472	168	35	in	in	ADP
cana-3472	168	36	clinical	clinical	ADJ
cana-3472	168	37	situations	situation	NOUN
cana-3472	168	38	as	as	SCONJ
cana-3472	168	39	intended	intend	VERB
cana-3472	168	40	.	.	PUNCT
cana-3472	169	1	golden	golden	ADJ
cana-3472	169	2	ratio	ratio	NOUN
cana-3472	169	3	calculation	calculation	NOUN
cana-3472	169	4	on	on	ADP
cana-3472	169	5	multiple	multiple	ADJ
cana-3472	169	6	subjects	subject	NOUN
cana-3472	169	7	:	:	PUNCT
cana-3472	169	8	scenario	scenario	NOUN
cana-3472	169	9	description	description	NOUN
cana-3472	169	10	:	:	PUNCT
cana-3472	169	11	several	several	ADJ
cana-3472	169	12	subjects	subject	NOUN
cana-3472	169	13	present	present	ADJ
cana-3472	169	14	for	for	ADP
cana-3472	169	15	analysis	analysis	NOUN
cana-3472	169	16	have	have	VERB
cana-3472	169	17	distinct	distinct	ADJ
cana-3472	169	18	features	feature	NOUN
cana-3472	169	19	and	and	CCONJ
cana-3472	169	20	are	be	AUX
cana-3472	169	21	researched	research	VERB
cana-3472	169	22	in	in	ADP
cana-3472	169	23	the	the	DET
cana-3472	169	24	course	course	NOUN
cana-3472	169	25	of	of	ADP
cana-3472	169	26	one	one	NUM
cana-3472	169	27	analysis	analysis	NOUN
cana-3472	169	28	.	.	PUNCT
cana-3472	170	1	communications	communication	NOUN
cana-3472	170	2	on	on	ADP
cana-3472	170	3	applied	apply	VERB
cana-3472	170	4	nonlinear	nonlinear	ADJ
cana-3472	170	5	analysis	analysis	NOUN
cana-3472	170	6	issn	issn	NOUN
cana-3472	170	7	:	:	PUNCT
cana-3472	170	8	1074	1074	NUM
cana-3472	170	9	-	-	PUNCT
cana-3472	170	10	133x	133x	NUM
cana-3472	170	11	vol	vol	NOUN
cana-3472	170	12	32	32	NUM
cana-3472	170	13	no	no	NOUN
cana-3472	170	14	.	.	PUNCT
cana-3472	171	1	7s	7	NOUN
cana-3472	171	2	(	(	PUNCT
cana-3472	171	3	2025	2025	NUM
cana-3472	171	4	)	)	PUNCT
cana-3472	171	5	660	660	NUM
cana-3472	171	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-3472	171	7	expected	expect	VERB
cana-3472	171	8	outcome	outcome	NOUN
cana-3472	171	9	:	:	PUNCT
cana-3472	171	10	each	each	DET
cana-3472	171	11	individual	individual	ADJ
cana-3472	171	12	face	face	NOUN
cana-3472	171	13	feature	feature	NOUN
cana-3472	171	14	should	should	AUX
cana-3472	171	15	be	be	AUX
cana-3472	171	16	able	able	ADJ
cana-3472	171	17	to	to	PART
cana-3472	171	18	compute	compute	VERB
cana-3472	171	19	the	the	DET
cana-3472	171	20	golden	golden	ADJ
cana-3472	171	21	ratio	ratio	NOUN
cana-3472	171	22	accurately	accurately	ADV
cana-3472	171	23	so	so	SCONJ
cana-3472	171	24	that	that	SCONJ
cana-3472	171	25	reasonable	reasonable	ADJ
cana-3472	171	26	representations	representation	NOUN
cana-3472	171	27	of	of	ADP
cana-3472	171	28	the	the	DET
cana-3472	171	29	differences	difference	NOUN
cana-3472	171	30	in	in	ADP
cana-3472	171	31	facial	facial	ADJ
cana-3472	171	32	structures	structure	NOUN
cana-3472	171	33	are	be	AUX
cana-3472	171	34	dealt	deal	VERB
cana-3472	171	35	with	with	ADP
cana-3472	171	36	properly	properly	ADV
cana-3472	171	37	.	.	PUNCT
cana-3472	172	1	yolo	yolo	ADJ
cana-3472	172	2	algorithm	algorithm	NOUN
cana-3472	172	3	for	for	ADP
cana-3472	172	4	scar	scar	ADJ
cana-3472	172	5	detection	detection	NOUN
cana-3472	172	6	:	:	PUNCT
cana-3472	172	7	scenario	scenario	NOUN
cana-3472	172	8	description	description	NOUN
cana-3472	172	9	:	:	PUNCT
cana-3472	172	10	an	an	DET
cana-3472	172	11	individual	individual	NOUN
cana-3472	172	12	who	who	PRON
cana-3472	172	13	has	have	VERB
cana-3472	172	14	facial	facial	ADJ
cana-3472	172	15	scars	scar	NOUN
cana-3472	172	16	comes	come	VERB
cana-3472	172	17	to	to	ADP
cana-3472	172	18	the	the	DET
cana-3472	172	19	clinic	clinic	NOUN
cana-3472	172	20	for	for	ADP
cana-3472	172	21	evaluation	evaluation	NOUN
cana-3472	172	22	.	.	PUNCT
cana-3472	173	1	expected	expect	VERB
cana-3472	173	2	outcome	outcome	NOUN
cana-3472	173	3	:	:	PUNCT
cana-3472	173	4	such	such	DET
cana-3472	173	5	a	a	DET
cana-3472	173	6	system	system	NOUN
cana-3472	173	7	should	should	AUX
cana-3472	173	8	aid	aid	VERB
cana-3472	173	9	in	in	ADP
cana-3472	173	10	the	the	DET
cana-3472	173	11	detection	detection	NOUN
cana-3472	173	12	of	of	ADP
cana-3472	173	13	the	the	DET
cana-3472	173	14	scar	scar	NOUN
cana-3472	173	15	and	and	CCONJ
cana-3472	173	16	its	its	PRON
cana-3472	173	17	classification	classification	NOUN
cana-3472	173	18	on	on	ADP
cana-3472	173	19	the	the	DET
cana-3472	173	20	patient	patient	NOUN
cana-3472	173	21	’s	’s	PART
cana-3472	173	22	face	face	NOUN
cana-3472	173	23	as	as	ADV
cana-3472	173	24	well	well	ADV
cana-3472	173	25	as	as	ADP
cana-3472	173	26	the	the	DET
cana-3472	173	27	position	position	NOUN
cana-3472	173	28	and	and	CCONJ
cana-3472	173	29	severity	severity	NOUN
cana-3472	173	30	of	of	ADP
cana-3472	173	31	the	the	DET
cana-3472	173	32	scar	scar	NOUN
cana-3472	173	33	.	.	PUNCT
cana-3472	174	1	integration	integration	NOUN
cana-3472	174	2	of	of	ADP
cana-3472	174	3	results	result	NOUN
cana-3472	174	4	in	in	ADP
cana-3472	174	5	real	real	ADJ
cana-3472	174	6	time	time	NOUN
cana-3472	174	7	:	:	PUNCT
cana-3472	174	8	scenario	scenario	NOUN
cana-3472	174	9	description	description	NOUN
cana-3472	174	10	:	:	PUNCT
cana-3472	174	11	a	a	DET
cana-3472	174	12	doctor	doctor	NOUN
cana-3472	174	13	is	be	AUX
cana-3472	174	14	looking	look	VERB
cana-3472	174	15	at	at	ADP
cana-3472	174	16	a	a	DET
cana-3472	174	17	patient	patient	NOUN
cana-3472	174	18	’s	’s	PART
cana-3472	174	19	face	face	NOUN
cana-3472	174	20	features	feature	NOUN
cana-3472	174	21	and	and	CCONJ
cana-3472	174	22	seeking	seek	VERB
cana-3472	174	23	the	the	DET
cana-3472	174	24	patient	patient	NOUN
cana-3472	174	25	’s	’s	PART
cana-3472	174	26	face	face	NOUN
cana-3472	174	27	as	as	ADV
cana-3472	174	28	well	well	ADV
cana-3472	174	29	as	as	ADP
cana-3472	174	30	employing	employ	VERB
cana-3472	174	31	the	the	DET
cana-3472	174	32	system	system	NOUN
cana-3472	174	33	.	.	PUNCT
cana-3472	175	1	expected	expect	VERB
cana-3472	175	2	outcome	outcome	NOUN
cana-3472	175	3	:	:	PUNCT
cana-3472	175	4	such	such	DET
cana-3472	175	5	a	a	DET
cana-3472	175	6	system	system	NOUN
cana-3472	175	7	should	should	AUX
cana-3472	175	8	allow	allow	VERB
cana-3472	175	9	for	for	ADP
cana-3472	175	10	real	real	ADJ
cana-3472	175	11	time	time	NOUN
cana-3472	175	12	integrations	integration	NOUN
cana-3472	175	13	of	of	ADP
cana-3472	175	14	the	the	DET
cana-3472	175	15	results	result	NOUN
cana-3472	175	16	of	of	ADP
cana-3472	175	17	face	face	NOUN
cana-3472	175	18	detection	detection	NOUN
cana-3472	175	19	,	,	PUNCT
cana-3472	175	20	golden	golden	ADJ
cana-3472	175	21	ratio	ratio	NOUN
cana-3472	175	22	face	face	VERB
cana-3472	175	23	feature	feature	NOUN
cana-3472	175	24	analysis	analysis	NOUN
cana-3472	175	25	and	and	CCONJ
cana-3472	175	26	scar	scar	NOUN
cana-3472	175	27	detection	detection	NOUN
cana-3472	175	28	and	and	CCONJ
cana-3472	175	29	all	all	DET
cana-3472	175	30	the	the	DET
cana-3472	175	31	relevant	relevant	ADJ
cana-3472	175	32	information	information	NOUN
cana-3472	175	33	presented	present	VERB
cana-3472	175	34	for	for	ADP
cana-3472	175	35	the	the	DET
cana-3472	175	36	surgeon	surgeon	NOUN
cana-3472	175	37	.	.	PUNCT
cana-3472	176	1	accuracy	accuracy	NOUN
cana-3472	176	2	test	test	NOUN
cana-3472	176	3	with	with	ADP
cana-3472	176	4	diverse	diverse	ADJ
cana-3472	176	5	facial	facial	ADJ
cana-3472	176	6	features	feature	NOUN
cana-3472	176	7	:	:	PUNCT
cana-3472	176	8	scenario	scenario	NOUN
cana-3472	176	9	description	description	NOUN
cana-3472	176	10	:	:	PUNCT
cana-3472	176	11	the	the	DET
cana-3472	176	12	system	system	NOUN
cana-3472	176	13	is	be	AUX
cana-3472	176	14	tried	try	VERB
cana-3472	176	15	on	on	ADP
cana-3472	176	16	a	a	DET
cana-3472	176	17	number	number	NOUN
cana-3472	176	18	of	of	ADP
cana-3472	176	19	subjects	subject	NOUN
cana-3472	176	20	whose	whose	DET
cana-3472	176	21	faces	face	NOUN
cana-3472	176	22	are	be	AUX
cana-3472	176	23	of	of	ADP
cana-3472	176	24	different	different	ADJ
cana-3472	176	25	structure	structure	NOUN
cana-3472	176	26	,	,	PUNCT
cana-3472	176	27	races	race	NOUN
cana-3472	176	28	and	and	CCONJ
cana-3472	176	29	ages	age	NOUN
cana-3472	176	30	.	.	PUNCT
cana-3472	177	1	expected	expect	VERB
cana-3472	177	2	outcome	outcome	NOUN
cana-3472	177	3	:	:	PUNCT
cana-3472	177	4	a	a	DET
cana-3472	177	5	majority	majority	NOUN
cana-3472	177	6	of	of	ADP
cana-3472	177	7	the	the	DET
cana-3472	177	8	pictures	picture	NOUN
cana-3472	177	9	and	and	CCONJ
cana-3472	177	10	results	result	NOUN
cana-3472	177	11	obtained	obtain	VERB
cana-3472	177	12	in	in	ADP
cana-3472	177	13	the	the	DET
cana-3472	177	14	testing	testing	NOUN
cana-3472	177	15	of	of	ADP
cana-3472	177	16	the	the	DET
cana-3472	177	17	system	system	NOUN
cana-3472	177	18	should	should	AUX
cana-3472	177	19	demonstrate	demonstrate	VERB
cana-3472	177	20	a	a	DET
cana-3472	177	21	greater	great	ADJ
cana-3472	177	22	range	range	NOUN
cana-3472	177	23	of	of	ADP
cana-3472	177	24	accuracy	accuracy	NOUN
cana-3472	177	25	towards	towards	ADP
cana-3472	177	26	successful	successful	ADJ
cana-3472	177	27	closure	closure	NOUN
cana-3472	177	28	due	due	ADP
cana-3472	177	29	to	to	ADP
cana-3472	177	30	all	all	DET
cana-3472	177	31	the	the	DET
cana-3472	177	32	representative	representative	ADJ
cana-3472	177	33	datasets	dataset	NOUN
cana-3472	177	34	that	that	PRON
cana-3472	177	35	were	be	AUX
cana-3472	177	36	maintained	maintain	VERB
cana-3472	177	37	towards	towards	ADP
cana-3472	177	38	varying	vary	VERB
cana-3472	177	39	use	use	NOUN
cana-3472	177	40	cases	case	NOUN
cana-3472	177	41	.	.	PUNCT
cana-3472	178	1	robustness	robustness	NOUN
cana-3472	178	2	to	to	ADP
cana-3472	178	3	environmental	environmental	ADJ
cana-3472	178	4	factors	factor	NOUN
cana-3472	178	5	:	:	PUNCT
cana-3472	178	6	scenario	scenario	NOUN
cana-3472	178	7	description	description	NOUN
cana-3472	178	8	:	:	PUNCT
cana-3472	178	9	for	for	ADP
cana-3472	178	10	this	this	DET
cana-3472	178	11	specific	specific	ADJ
cana-3472	178	12	case	case	NOUN
cana-3472	178	13	,	,	PUNCT
cana-3472	178	14	the	the	DET
cana-3472	178	15	system	system	NOUN
cana-3472	178	16	is	be	AUX
cana-3472	178	17	used	use	VERB
cana-3472	178	18	outside	outside	ADP
cana-3472	178	19	and	and	CCONJ
cana-3472	178	20	light	light	ADJ
cana-3472	178	21	conditions	condition	NOUN
cana-3472	178	22	are	be	AUX
cana-3472	178	23	not	not	PART
cana-3472	178	24	constant	constant	ADJ
cana-3472	178	25	.	.	PUNCT
cana-3472	179	1	expected	expect	VERB
cana-3472	179	2	outcome	outcome	NOUN
cana-3472	179	3	:	:	PUNCT
cana-3472	179	4	i	i	PRON
cana-3472	179	5	would	would	AUX
cana-3472	179	6	expect	expect	VERB
cana-3472	179	7	the	the	DET
cana-3472	179	8	system	system	NOUN
cana-3472	179	9	to	to	PART
cana-3472	179	10	be	be	AUX
cana-3472	179	11	able	able	ADJ
cana-3472	179	12	to	to	PART
cana-3472	179	13	resist	resist	VERB
cana-3472	179	14	such	such	ADJ
cana-3472	179	15	conditions	condition	NOUN
cana-3472	179	16	and	and	CCONJ
cana-3472	179	17	produce	produce	VERB
cana-3472	179	18	results	result	NOUN
cana-3472	179	19	that	that	PRON
cana-3472	179	20	would	would	AUX
cana-3472	179	21	stand	stand	VERB
cana-3472	179	22	despite	despite	SCONJ
cana-3472	179	23	the	the	DET
cana-3472	179	24	conditions	condition	NOUN
cana-3472	179	25	and	and	CCONJ
cana-3472	179	26	their	their	PRON
cana-3472	179	27	changes	change	NOUN
cana-3472	179	28	.	.	PUNCT
cana-3472	180	1	the	the	DET
cana-3472	180	2	above	above	ADJ
cana-3472	180	3	scenario	scenario	NOUN
cana-3472	180	4	aims	aim	VERB
cana-3472	180	5	to	to	PART
cana-3472	180	6	assess	assess	VERB
cana-3472	180	7	the	the	DET
cana-3472	180	8	proposed	propose	VERB
cana-3472	180	9	system	system	NOUN
cana-3472	180	10	under	under	ADP
cana-3472	180	11	application	application	NOUN
cana-3472	180	12	conditions	condition	NOUN
cana-3472	180	13	and	and	CCONJ
cana-3472	180	14	determine	determine	VERB
cana-3472	180	15	its	its	PRON
cana-3472	180	16	usability	usability	NOUN
cana-3472	180	17	and	and	CCONJ
cana-3472	180	18	performance	performance	NOUN
cana-3472	180	19	for	for	ADP
cana-3472	180	20	practical	practical	ADJ
cana-3472	180	21	usage	usage	NOUN
cana-3472	180	22	in	in	ADP
cana-3472	180	23	plastic	plastic	ADJ
cana-3472	180	24	surgeries	surgery	NOUN
cana-3472	180	25	,	,	PUNCT
cana-3472	180	26	specifically	specifically	ADV
cana-3472	180	27	nose	nose	VERB
cana-3472	180	28	pink	pink	ADJ
cana-3472	180	29	surgeries	surgery	NOUN
cana-3472	180	30	.	.	PUNCT
cana-3472	181	1	8	8	X
cana-3472	181	2	.	.	X
cana-3472	181	3	conclusion	conclusion	NOUN
cana-3472	181	4	to	to	PART
cana-3472	181	5	conclude	conclude	VERB
cana-3472	181	6	,	,	PUNCT
cana-3472	181	7	this	this	DET
cana-3472	181	8	research	research	NOUN
cana-3472	181	9	presents	present	VERB
cana-3472	181	10	a	a	DET
cana-3472	181	11	model	model	NOUN
cana-3472	181	12	for	for	ADP
cana-3472	181	13	evaluating	evaluate	VERB
cana-3472	181	14	facial	facial	ADJ
cana-3472	181	15	features	feature	NOUN
cana-3472	181	16	which	which	PRON
cana-3472	181	17	incorporates	incorporate	VERB
cana-3472	181	18	the	the	DET
cana-3472	181	19	golden	golden	ADJ
cana-3472	181	20	ratio	ratio	NOUN
cana-3472	181	21	and	and	CCONJ
cana-3472	181	22	the	the	DET
cana-3472	181	23	degrees	degree	NOUN
cana-3472	181	24	of	of	ADP
cana-3472	181	25	severity	severity	NOUN
cana-3472	181	26	of	of	ADP
cana-3472	181	27	scars	scar	NOUN
cana-3472	181	28	and	and	CCONJ
cana-3472	181	29	burns	burn	NOUN
cana-3472	181	30	.	.	PUNCT
cana-3472	182	1	the	the	DET
cana-3472	182	2	proposed	propose	VERB
cana-3472	182	3	system	system	NOUN
cana-3472	182	4	further	far	ADV
cana-3472	182	5	uses	use	VERB
cana-3472	182	6	the	the	DET
cana-3472	182	7	computation	computation	NOUN
cana-3472	182	8	of	of	ADP
cana-3472	182	9	the	the	DET
cana-3472	182	10	golden	golden	ADJ
cana-3472	182	11	ratio	ratio	NOUN
cana-3472	182	12	as	as	ADP
cana-3472	182	13	a	a	DET
cana-3472	182	14	metric	metric	NOUN
cana-3472	182	15	for	for	ADP
cana-3472	182	16	facial	facial	ADJ
cana-3472	182	17	symmetric	symmetric	ADJ
cana-3472	182	18	balance	balance	NOUN
cana-3472	182	19	and	and	CCONJ
cana-3472	182	20	the	the	DET
cana-3472	182	21	yolo	yolo	ADJ
cana-3472	182	22	object	object	NOUN
cana-3472	182	23	identification	identification	NOUN
cana-3472	182	24	algorithm	algorithm	NOUN
cana-3472	182	25	for	for	ADP
cana-3472	182	26	facial	facial	ADJ
cana-3472	182	27	feature	feature	NOUN
cana-3472	182	28	detail	detail	NOUN
cana-3472	182	29	extraction	extraction	NOUN
cana-3472	182	30	.	.	PUNCT
cana-3472	183	1	the	the	DET
cana-3472	183	2	assessment	assessment	NOUN
cana-3472	183	3	of	of	ADP
cana-3472	183	4	the	the	DET
cana-3472	183	5	system	system	NOUN
cana-3472	183	6	is	be	AUX
cana-3472	183	7	done	do	VERB
cana-3472	183	8	using	use	VERB
cana-3472	183	9	precision	precision	NOUN
cana-3472	183	10	-	-	PUNCT
cana-3472	183	11	recall	recall	NOUN
cana-3472	183	12	and	and	CCONJ
cana-3472	183	13	f1	f1	NOUN
cana-3472	183	14	confidence	confidence	NOUN
cana-3472	183	15	curves	curve	NOUN
cana-3472	183	16	and	and	CCONJ
cana-3472	183	17	both	both	PRON
cana-3472	183	18	show	show	VERB
cana-3472	183	19	that	that	SCONJ
cana-3472	183	20	the	the	DET
cana-3472	183	21	developed	develop	VERB
cana-3472	183	22	system	system	NOUN
cana-3472	183	23	has	have	VERB
cana-3472	183	24	potential	potential	ADJ
cana-3472	183	25	effectiveness	effectiveness	NOUN
cana-3472	183	26	.	.	PUNCT
cana-3472	184	1	however	however	ADV
cana-3472	184	2	,	,	PUNCT
cana-3472	184	3	the	the	DET
cana-3472	184	4	proposed	propose	VERB
cana-3472	184	5	system	system	NOUN
cana-3472	184	6	has	have	VERB
cana-3472	184	7	limitations	limitation	NOUN
cana-3472	184	8	due	due	ADJ
cana-3472	184	9	to	to	ADP
cana-3472	184	10	,	,	PUNCT
cana-3472	184	11	among	among	ADP
cana-3472	184	12	other	other	ADJ
cana-3472	184	13	reasons	reason	NOUN
cana-3472	184	14	,	,	PUNCT
cana-3472	184	15	the	the	DET
cana-3472	184	16	size	size	NOUN
cana-3472	184	17	and	and	CCONJ
cana-3472	184	18	heterogeneity	heterogeneity	NOUN
cana-3472	184	19	of	of	ADP
cana-3472	184	20	the	the	DET
cana-3472	184	21	dataset	dataset	NOUN
cana-3472	184	22	.	.	PUNCT
cana-3472	185	1	further	further	ADJ
cana-3472	185	2	work	work	NOUN
cana-3472	185	3	should	should	AUX
cana-3472	185	4	be	be	AUX
cana-3472	185	5	done	do	VERB
cana-3472	185	6	to	to	PART
cana-3472	185	7	improve	improve	VERB
cana-3472	185	8	the	the	DET
cana-3472	185	9	system	system	NOUN
cana-3472	185	10	’s	’s	PART
cana-3472	185	11	effectiveness	effectiveness	NOUN
cana-3472	185	12	and	and	CCONJ
cana-3472	185	13	usability	usability	NOUN
cana-3472	185	14	by	by	ADP
cana-3472	185	15	building	build	VERB
cana-3472	185	16	the	the	DET
cana-3472	185	17	dataset	dataset	NOUN
cana-3472	185	18	with	with	ADP
cana-3472	185	19	more	more	ADV
cana-3472	185	20	diverse	diverse	ADJ
cana-3472	185	21	cases	case	NOUN
cana-3472	185	22	.	.	PUNCT
cana-3472	186	1	it	it	PRON
cana-3472	186	2	may	may	AUX
cana-3472	186	3	be	be	AUX
cana-3472	186	4	beneficial	beneficial	ADJ
cana-3472	186	5	to	to	PART
cana-3472	186	6	expand	expand	VERB
cana-3472	186	7	the	the	DET
cana-3472	186	8	dataset	dataset	NOUN
cana-3472	186	9	communications	communication	NOUN
cana-3472	186	10	on	on	ADP
cana-3472	186	11	applied	apply	VERB
cana-3472	186	12	nonlinear	nonlinear	ADJ
cana-3472	186	13	analysis	analysis	NOUN
cana-3472	186	14	issn	issn	NOUN
cana-3472	186	15	:	:	PUNCT
cana-3472	186	16	1074	1074	NUM
cana-3472	186	17	-	-	PUNCT
cana-3472	186	18	133x	133x	NUM
cana-3472	186	19	vol	vol	NOUN
cana-3472	186	20	32	32	NUM
cana-3472	186	21	no	no	NOUN
cana-3472	186	22	.	.	PUNCT
cana-3472	187	1	7s	7	NOUN
cana-3472	187	2	(	(	PUNCT
cana-3472	187	3	2025	2025	NUM
cana-3472	187	4	)	)	PUNCT
cana-3472	187	5	661	661	NUM
cana-3472	187	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3472	187	7	even	even	ADV
cana-3472	187	8	further	far	ADV
cana-3472	187	9	as	as	ADV
cana-3472	187	10	well	well	ADV
cana-3472	187	11	as	as	ADP
cana-3472	187	12	include	include	VERB
cana-3472	187	13	different	different	ADJ
cana-3472	187	14	methods	method	NOUN
cana-3472	187	15	of	of	ADP
cana-3472	187	16	facial	facial	ADJ
cana-3472	187	17	feature	feature	NOUN
cana-3472	187	18	analysis	analysis	NOUN
cana-3472	187	19	and	and	CCONJ
cana-3472	187	20	deep	deep	ADJ
cana-3472	187	21	learning	learning	NOUN
cana-3472	187	22	algorithms	algorithm	NOUN
cana-3472	187	23	to	to	PART
cana-3472	187	24	ensure	ensure	VERB
cana-3472	187	25	the	the	DET
cana-3472	187	26	system	system	NOUN
cana-3472	187	27	is	be	AUX
cana-3472	187	28	strong	strong	ADJ
cana-3472	187	29	and	and	CCONJ
cana-3472	187	30	performs	perform	VERB
cana-3472	187	31	all	all	DET
cana-3472	187	32	functions	function	NOUN
cana-3472	187	33	as	as	SCONJ
cana-3472	187	34	expected	expect	VERB
cana-3472	187	35	.	.	PUNCT
cana-3472	188	1	the	the	DET
cana-3472	188	2	use	use	NOUN
cana-3472	188	3	of	of	ADP
cana-3472	188	4	such	such	DET
cana-3472	188	5	a	a	DET
cana-3472	188	6	system	system	NOUN
cana-3472	188	7	will	will	AUX
cana-3472	188	8	be	be	AUX
cana-3472	188	9	critical	critical	ADJ
cana-3472	188	10	in	in	ADP
cana-3472	188	11	enabling	enable	VERB
cana-3472	188	12	medical	medical	ADJ
cana-3472	188	13	specialists	specialist	NOUN
cana-3472	188	14	to	to	PART
cana-3472	188	15	evaluate	evaluate	VERB
cana-3472	188	16	both	both	DET
cana-3472	188	17	the	the	DET
cana-3472	188	18	symmetry	symmetry	NOUN
cana-3472	188	19	of	of	ADP
cana-3472	188	20	a	a	DET
cana-3472	188	21	patient	patient	NOUN
cana-3472	188	22	’s	’s	PART
cana-3472	188	23	face	face	NOUN
cana-3472	188	24	along	along	ADP
cana-3472	188	25	with	with	ADP
cana-3472	188	26	the	the	DET
cana-3472	188	27	severity	severity	NOUN
cana-3472	188	28	of	of	ADP
cana-3472	188	29	burn	burn	NOUN
cana-3472	188	30	stages	stage	NOUN
cana-3472	188	31	.	.	PUNCT
cana-3472	189	1	there	there	PRON
cana-3472	189	2	will	will	AUX
cana-3472	189	3	be	be	AUX
cana-3472	189	4	an	an	DET
cana-3472	189	5	improvement	improvement	NOUN
cana-3472	189	6	in	in	ADP
cana-3472	189	7	the	the	DET
cana-3472	189	8	overall	overall	ADJ
cana-3472	189	9	quality	quality	NOUN
cana-3472	189	10	of	of	ADP
cana-3472	189	11	patient	patient	ADJ
cana-3472	189	12	care	care	NOUN
cana-3472	189	13	and	and	CCONJ
cana-3472	189	14	patients	patient	NOUN
cana-3472	189	15	’	'	PUNCT
cana-3472	189	16	quality	quality	NOUN
cana-3472	189	17	of	of	ADP
cana-3472	189	18	life	life	NOUN
cana-3472	189	19	.	.	PUNCT
cana-3472	190	1	look	look	VERB
cana-3472	190	2	further	far	ADV
cana-3472	190	3	,	,	PUNCT
cana-3472	190	4	if	if	SCONJ
cana-3472	190	5	these	these	DET
cana-3472	190	6	types	type	NOUN
cana-3472	190	7	of	of	ADP
cana-3472	190	8	studies	study	NOUN
cana-3472	190	9	continues	continue	VERB
cana-3472	190	10	progress	progress	NOUN
cana-3472	190	11	,	,	PUNCT
cana-3472	190	12	there	there	PRON
cana-3472	190	13	can	can	AUX
cana-3472	190	14	be	be	AUX
cana-3472	190	15	an	an	DET
cana-3472	190	16	improvement	improvement	NOUN
cana-3472	190	17	in	in	ADP
cana-3472	190	18	the	the	DET
cana-3472	190	19	capabilities	capability	NOUN
cana-3472	190	20	of	of	ADP
cana-3472	190	21	the	the	DET
cana-3472	190	22	system	system	NOUN
cana-3472	190	23	and	and	CCONJ
cana-3472	190	24	more	more	ADJ
cana-3472	190	25	development	development	NOUN
cana-3472	190	26	in	in	ADP
cana-3472	190	27	the	the	DET
cana-3472	190	28	face	face	NOUN
cana-3472	190	29	analysis	analysis	NOUN
cana-3472	190	30	for	for	ADP
cana-3472	190	31	the	the	DET
cana-3472	190	32	medical	medical	ADJ
cana-3472	190	33	field	field	NOUN
cana-3472	190	34	.	.	PUNCT
cana-3472	191	1	8.1	8.1	NUM
cana-3472	191	2	.	.	PUNCT
cana-3472	191	3	limitations	limitation	NOUN
cana-3472	191	4	and	and	CCONJ
cana-3472	191	5	future	future	ADJ
cana-3472	191	6	directions	direction	NOUN
cana-3472	191	7	:	:	PUNCT
cana-3472	191	8	the	the	DET
cana-3472	191	9	limitations	limitation	NOUN
cana-3472	191	10	of	of	ADP
cana-3472	191	11	the	the	DET
cana-3472	191	12	proposed	propose	VERB
cana-3472	191	13	system	system	NOUN
cana-3472	191	14	will	will	AUX
cana-3472	191	15	be	be	AUX
cana-3472	191	16	discussed	discuss	VERB
cana-3472	191	17	in	in	ADP
cana-3472	191	18	this	this	DET
cana-3472	191	19	section	section	NOUN
cana-3472	191	20	.	.	PUNCT
cana-3472	192	1	these	these	DET
cana-3472	192	2	limitations	limitation	NOUN
cana-3472	192	3	also	also	ADV
cana-3472	192	4	point	point	VERB
cana-3472	192	5	towards	towards	ADP
cana-3472	192	6	future	future	ADJ
cana-3472	192	7	research	research	NOUN
cana-3472	192	8	directions	direction	NOUN
cana-3472	192	9	.	.	PUNCT
cana-3472	193	1	the	the	DET
cana-3472	193	2	first	first	ADJ
cana-3472	193	3	and	and	CCONJ
cana-3472	193	4	the	the	DET
cana-3472	193	5	most	most	ADV
cana-3472	193	6	important	important	ADJ
cana-3472	193	7	limitation	limitation	NOUN
cana-3472	193	8	is	be	AUX
cana-3472	193	9	the	the	DET
cana-3472	193	10	size	size	NOUN
cana-3472	193	11	and	and	CCONJ
cana-3472	193	12	heterogeneity	heterogeneity	NOUN
cana-3472	193	13	of	of	ADP
cana-3472	193	14	the	the	DET
cana-3472	193	15	dataset	dataset	NOUN
cana-3472	193	16	available	available	ADJ
cana-3472	193	17	to	to	PART
cana-3472	193	18	train	train	VERB
cana-3472	193	19	and	and	CCONJ
cana-3472	193	20	subsequently	subsequently	ADV
cana-3472	193	21	test	test	VERB
cana-3472	193	22	the	the	DET
cana-3472	193	23	system	system	NOUN
cana-3472	193	24	.	.	PUNCT
cana-3472	194	1	the	the	DET
cana-3472	194	2	dataset	dataset	NOUN
cana-3472	194	3	under	under	ADP
cana-3472	194	4	consideration	consideration	NOUN
cana-3472	194	5	may	may	AUX
cana-3472	194	6	not	not	PART
cana-3472	194	7	provide	provide	VERB
cana-3472	194	8	adequate	adequate	ADJ
cana-3472	194	9	representation	representation	NOUN
cana-3472	194	10	of	of	ADP
cana-3472	194	11	demographics	demographic	NOUN
cana-3472	194	12	and	and	CCONJ
cana-3472	194	13	the	the	DET
cana-3472	194	14	varying	vary	VERB
cana-3472	194	15	severities	severity	NOUN
cana-3472	194	16	of	of	ADP
cana-3472	194	17	face	face	NOUN
cana-3472	194	18	and	and	CCONJ
cana-3472	194	19	neck	neck	NOUN
cana-3472	194	20	burns	burn	NOUN
cana-3472	194	21	which	which	PRON
cana-3472	194	22	may	may	AUX
cana-3472	194	23	impede	impede	VERB
cana-3472	194	24	effective	effective	ADJ
cana-3472	194	25	operational	operational	ADJ
cana-3472	194	26	capabilities	capability	NOUN
cana-3472	194	27	when	when	SCONJ
cana-3472	194	28	considering	consider	VERB
cana-3472	194	29	applications	application	NOUN
cana-3472	194	30	in	in	ADP
cana-3472	194	31	real	real	ADJ
cana-3472	194	32	life	life	NOUN
cana-3472	194	33	.	.	PUNCT
cana-3472	195	1	it	it	PRON
cana-3472	195	2	would	would	AUX
cana-3472	195	3	be	be	AUX
cana-3472	195	4	recommendable	recommendable	ADJ
cana-3472	195	5	in	in	ADP
cana-3472	195	6	the	the	DET
cana-3472	195	7	future	future	NOUN
cana-3472	195	8	to	to	PART
cana-3472	195	9	try	try	VERB
cana-3472	195	10	and	and	CCONJ
cana-3472	195	11	gather	gather	VERB
cana-3472	195	12	more	more	ADV
cana-3472	195	13	varied	varied	ADJ
cana-3472	195	14	datasets	dataset	NOUN
cana-3472	195	15	that	that	PRON
cana-3472	195	16	can	can	AUX
cana-3472	195	17	help	help	VERB
cana-3472	195	18	the	the	DET
cana-3472	195	19	system	system	NOUN
cana-3472	195	20	be	be	AUX
cana-3472	195	21	more	more	ADV
cana-3472	195	22	accurate	accurate	ADJ
cana-3472	195	23	and	and	CCONJ
cana-3472	195	24	enhance	enhance	VERB
cana-3472	195	25	the	the	DET
cana-3472	195	26	generalizability	generalizability	NOUN
cana-3472	195	27	of	of	ADP
cana-3472	195	28	the	the	DET
cana-3472	195	29	existing	exist	VERB
cana-3472	195	30	model	model	NOUN
cana-3472	195	31	.	.	PUNCT
cana-3472	196	1	another	another	DET
cana-3472	196	2	weakness	weakness	NOUN
cana-3472	196	3	is	be	AUX
cana-3472	196	4	that	that	SCONJ
cana-3472	196	5	it	it	PRON
cana-3472	196	6	is	be	AUX
cana-3472	196	7	believed	believe	VERB
cana-3472	196	8	that	that	SCONJ
cana-3472	196	9	one	one	NUM
cana-3472	196	10	of	of	ADP
cana-3472	196	11	the	the	DET
cana-3472	196	12	facial	facial	ADJ
cana-3472	196	13	beauty	beauty	NOUN
cana-3472	196	14	criteria	criterion	NOUN
cana-3472	196	15	is	be	AUX
cana-3472	196	16	the	the	DET
cana-3472	196	17	golden	golden	ADJ
cana-3472	196	18	ratio	ratio	NOUN
cana-3472	196	19	.	.	PUNCT
cana-3472	197	1	although	although	SCONJ
cana-3472	197	2	the	the	DET
cana-3472	197	3	golden	golden	ADJ
cana-3472	197	4	ratio	ratio	NOUN
cana-3472	197	5	and	and	CCONJ
cana-3472	197	6	its	its	PRON
cana-3472	197	7	proportions	proportion	NOUN
cana-3472	197	8	frequency	frequency	NOUN
cana-3472	197	9	can	can	AUX
cana-3472	197	10	be	be	AUX
cana-3472	197	11	found	find	VERB
cana-3472	197	12	widely	widely	ADV
cana-3472	197	13	in	in	ADP
cana-3472	197	14	various	various	ADJ
cana-3472	197	15	aesthetics	aesthetic	NOUN
cana-3472	197	16	presentation	presentation	NOUN
cana-3472	197	17	,	,	PUNCT
cana-3472	197	18	it	it	PRON
cana-3472	197	19	still	still	ADV
cana-3472	197	20	remains	remain	VERB
cana-3472	197	21	as	as	ADP
cana-3472	197	22	a	a	DET
cana-3472	197	23	subject	subject	NOUN
cana-3472	197	24	to	to	PART
cana-3472	197	25	examine	examine	VERB
cana-3472	197	26	the	the	DET
cana-3472	197	27	ratio	ratio	NOUN
cana-3472	197	28	proportional	proportional	ADJ
cana-3472	197	29	application	application	NOUN
cana-3472	197	30	across	across	ADP
cana-3472	197	31	faces	face	NOUN
cana-3472	197	32	.	.	PUNCT
cana-3472	198	1	as	as	ADP
cana-3472	198	2	future	future	ADJ
cana-3472	198	3	researches	research	NOUN
cana-3472	198	4	,	,	PUNCT
cana-3472	198	5	methods	method	NOUN
cana-3472	198	6	of	of	ADP
cana-3472	198	7	assessing	assess	VERB
cana-3472	198	8	facial	facial	ADJ
cana-3472	198	9	proportions	proportion	NOUN
cana-3472	198	10	should	should	AUX
cana-3472	198	11	be	be	AUX
cana-3472	198	12	advanced	advanced	ADJ
cana-3472	198	13	to	to	PART
cana-3472	198	14	help	help	VERB
cana-3472	198	15	provide	provide	VERB
cana-3472	198	16	a	a	DET
cana-3472	198	17	more	more	ADV
cana-3472	198	18	valuable	valuable	ADJ
cana-3472	198	19	insight	insight	NOUN
cana-3472	198	20	in	in	ADP
cana-3472	198	21	the	the	DET
cana-3472	198	22	analysis	analysis	NOUN
cana-3472	198	23	.	.	PUNCT
cana-3472	199	1	several	several	ADJ
cana-3472	199	2	new	new	ADJ
cana-3472	199	3	avenues	avenue	NOUN
cana-3472	199	4	for	for	ADP
cana-3472	199	5	important	important	ADJ
cana-3472	199	6	future	future	ADJ
cana-3472	199	7	research	research	NOUN
cana-3472	199	8	can	can	AUX
cana-3472	199	9	be	be	AUX
cana-3472	199	10	undertaken	undertake	VERB
cana-3472	199	11	to	to	PART
cana-3472	199	12	overcome	overcome	VERB
cana-3472	199	13	the	the	DET
cana-3472	199	14	above	above	ADV
cana-3472	199	15	stated	state	VERB
cana-3472	199	16	limitations	limitation	NOUN
cana-3472	199	17	of	of	ADP
cana-3472	199	18	the	the	DET
cana-3472	199	19	proposed	propose	VERB
cana-3472	199	20	system	system	NOUN
cana-3472	199	21	and	and	CCONJ
cana-3472	199	22	enhance	enhance	VERB
cana-3472	199	23	the	the	DET
cana-3472	199	24	accuracy	accuracy	NOUN
cana-3472	199	25	and	and	CCONJ
cana-3472	199	26	overall	overall	ADJ
cana-3472	199	27	efficiency	efficiency	NOUN
cana-3472	199	28	of	of	ADP
cana-3472	199	29	the	the	DET
cana-3472	199	30	system	system	NOUN
cana-3472	199	31	.	.	PUNCT
cana-3472	200	1	one	one	NUM
cana-3472	200	2	such	such	ADJ
cana-3472	200	3	approach	approach	NOUN
cana-3472	200	4	is	be	AUX
cana-3472	200	5	the	the	DET
cana-3472	200	6	inclusion	inclusion	NOUN
cana-3472	200	7	of	of	ADP
cana-3472	200	8	advanced	advanced	ADJ
cana-3472	200	9	facial	facial	ADJ
cana-3472	200	10	augmentations	augmentation	NOUN
cana-3472	200	11	like	like	ADP
cana-3472	200	12	landmark	landmark	NOUN
cana-3472	200	13	attainment	attainment	NOUN
cana-3472	200	14	and	and	CCONJ
cana-3472	200	15	scaffolds	scaffold	NOUN
cana-3472	200	16	of	of	ADP
cana-3472	200	17	multiple	multiple	ADJ
cana-3472	200	18	features	feature	NOUN
cana-3472	200	19	to	to	PART
cana-3472	200	20	create	create	VERB
cana-3472	200	21	more	more	ADV
cana-3472	200	22	robust	robust	ADJ
cana-3472	200	23	features	feature	NOUN
cana-3472	200	24	that	that	PRON
cana-3472	200	25	are	be	AUX
cana-3472	200	26	facial	facial	ADJ
cana-3472	200	27	feature	feature	NOUN
cana-3472	200	28	and	and	CCONJ
cana-3472	200	29	texture	texture	NOUN
cana-3472	200	30	with	with	ADP
cana-3472	200	31	greater	great	ADJ
cana-3472	200	32	detailed	detailed	ADJ
cana-3472	200	33	description	description	NOUN
cana-3472	200	34	.	.	PUNCT
cana-3472	201	1	another	another	DET
cana-3472	201	2	direction	direction	NOUN
cana-3472	201	3	consists	consist	VERB
cana-3472	201	4	of	of	ADP
cana-3472	201	5	investigating	investigate	VERB
cana-3472	201	6	how	how	SCONJ
cana-3472	201	7	deep	deep	ADJ
cana-3472	201	8	-	-	PUNCT
cana-3472	201	9	learning	learn	VERB
cana-3472	201	10	algorithms	algorithm	NOUN
cana-3472	201	11	,	,	PUNCT
cana-3472	201	12	such	such	ADJ
cana-3472	201	13	as	as	ADP
cana-3472	201	14	cnn	cnn	PROPN
cana-3472	201	15	for	for	ADP
cana-3472	201	16	facial	facial	ADJ
cana-3472	201	17	features	feature	NOUN
cana-3472	201	18	extraction	extraction	NOUN
cana-3472	201	19	and	and	CCONJ
cana-3472	201	20	burn	burn	VERB
cana-3472	201	21	assessment	assessment	NOUN
cana-3472	201	22	could	could	AUX
cana-3472	201	23	benefit	benefit	VERB
cana-3472	201	24	the	the	DET
cana-3472	201	25	system	system	NOUN
cana-3472	201	26	.	.	PUNCT
cana-3472	202	1	different	different	ADJ
cana-3472	202	2	convnet	convnet	NOUN
cana-3472	202	3	models	model	NOUN
cana-3472	202	4	have	have	AUX
cana-3472	202	5	excelled	excel	VERB
cana-3472	202	6	in	in	ADP
cana-3472	202	7	all	all	DET
cana-3472	202	8	kinds	kind	NOUN
cana-3472	202	9	of	of	ADP
cana-3472	202	10	image	image	NOUN
cana-3472	202	11	processing	processing	NOUN
cana-3472	202	12	tasks	task	NOUN
cana-3472	202	13	and	and	CCONJ
cana-3472	202	14	thus	thus	ADV
cana-3472	202	15	could	could	AUX
cana-3472	202	16	improve	improve	VERB
cana-3472	202	17	the	the	DET
cana-3472	202	18	system	system	NOUN
cana-3472	202	19	concerning	concern	VERB
cana-3472	202	20	facial	facial	ADJ
cana-3472	202	21	processing	processing	NOUN
cana-3472	202	22	.	.	PUNCT
cana-3472	203	1	8.2	8.2	NUM
cana-3472	203	2	.	.	PUNCT
cana-3472	203	3	accuracy	accuracy	NOUN
cana-3472	203	4	and	and	CCONJ
cana-3472	203	5	effectiveness	effectiveness	NOUN
cana-3472	203	6	in	in	ADP
cana-3472	203	7	order	order	NOUN
cana-3472	203	8	to	to	PART
cana-3472	203	9	assess	assess	VERB
cana-3472	203	10	the	the	DET
cana-3472	203	11	accuracy	accuracy	NOUN
cana-3472	203	12	and	and	CCONJ
cana-3472	203	13	effectiveness	effectiveness	NOUN
cana-3472	203	14	of	of	ADP
cana-3472	203	15	the	the	DET
cana-3472	203	16	proposed	propose	VERB
cana-3472	203	17	system	system	NOUN
cana-3472	203	18	several	several	ADJ
cana-3472	203	19	methods	method	NOUN
cana-3472	203	20	could	could	AUX
cana-3472	203	21	be	be	AUX
cana-3472	203	22	employed	employ	VERB
cana-3472	203	23	such	such	ADJ
cana-3472	203	24	as	as	ADP
cana-3472	203	25	integrating	integrate	VERB
cana-3472	203	26	more	more	ADJ
cana-3472	203	27	strategies	strategy	NOUN
cana-3472	203	28	into	into	ADP
cana-3472	203	29	the	the	DET
cana-3472	203	30	algorithms	algorithm	NOUN
cana-3472	203	31	for	for	ADP
cana-3472	203	32	the	the	DET
cana-3472	203	33	facial	facial	ADJ
cana-3472	203	34	features	feature	NOUN
cana-3472	203	35	extraction	extraction	NOUN
cana-3472	203	36	and	and	CCONJ
cana-3472	203	37	the	the	DET
cana-3472	203	38	burn	burn	NOUN
cana-3472	203	39	severity	severity	NOUN
cana-3472	203	40	classification	classification	NOUN
cana-3472	203	41	.	.	PUNCT
cana-3472	204	1	few	few	ADJ
cana-3472	204	2	options	option	NOUN
cana-3472	204	3	which	which	PRON
cana-3472	204	4	might	might	AUX
cana-3472	204	5	include	include	VERB
cana-3472	204	6	adjusting	adjust	VERB
cana-3472	204	7	the	the	DET
cana-3472	204	8	algorithms	algorithm	NOUN
cana-3472	204	9	’	'	PUNCT
cana-3472	204	10	parameters	parameter	NOUN
cana-3472	204	11	or	or	CCONJ
cana-3472	204	12	even	even	ADV
cana-3472	204	13	trying	try	VERB
cana-3472	204	14	out	out	ADP
cana-3472	204	15	new	new	ADJ
cana-3472	204	16	algorithms	algorithm	NOUN
cana-3472	204	17	which	which	PRON
cana-3472	204	18	are	be	AUX
cana-3472	204	19	more	more	ADV
cana-3472	204	20	efficient	efficient	ADJ
cana-3472	204	21	for	for	SCONJ
cana-3472	204	22	the	the	DET
cana-3472	204	23	task	task	NOUN
cana-3472	204	24	could	could	AUX
cana-3472	204	25	suffice	suffice	VERB
cana-3472	204	26	.	.	PUNCT
cana-3472	205	1	the	the	DET
cana-3472	205	2	other	other	ADJ
cana-3472	205	3	option	option	NOUN
cana-3472	205	4	is	be	AUX
cana-3472	205	5	the	the	DET
cana-3472	205	6	expansion	expansion	NOUN
cana-3472	205	7	of	of	ADP
cana-3472	205	8	the	the	DET
cana-3472	205	9	dataset	dataset	NOUN
cana-3472	205	10	used	use	VERB
cana-3472	205	11	in	in	ADP
cana-3472	205	12	training	training	NOUN
cana-3472	205	13	as	as	ADV
cana-3472	205	14	well	well	ADV
cana-3472	205	15	as	as	ADP
cana-3472	205	16	testing	test	VERB
cana-3472	205	17	the	the	DET
cana-3472	205	18	system	system	NOUN
cana-3472	205	19	.	.	PUNCT
cana-3472	206	1	such	such	ADJ
cana-3472	206	2	expansion	expansion	NOUN
cana-3472	206	3	however	however	ADV
cana-3472	206	4	requires	require	VERB
cana-3472	206	5	more	more	ADV
cana-3472	206	6	diverse	diverse	ADJ
cana-3472	206	7	samples	sample	NOUN
cana-3472	206	8	of	of	ADP
cana-3472	206	9	the	the	DET
cana-3472	206	10	facial	facial	ADJ
cana-3472	206	11	features	feature	NOUN
cana-3472	206	12	and	and	CCONJ
cana-3472	206	13	the	the	DET
cana-3472	206	14	skin	skin	NOUN
cana-3472	206	15	with	with	ADP
cana-3472	206	16	different	different	ADJ
cana-3472	206	17	degrees	degree	NOUN
cana-3472	206	18	of	of	ADP
cana-3472	206	19	burn	burn	NOUN
cana-3472	206	20	for	for	ADP
cana-3472	206	21	training	training	NOUN
cana-3472	206	22	in	in	ADP
cana-3472	206	23	order	order	NOUN
cana-3472	206	24	to	to	PART
cana-3472	206	25	be	be	AUX
cana-3472	206	26	able	able	ADJ
cana-3472	206	27	to	to	PART
cana-3472	206	28	perform	perform	VERB
cana-3472	206	29	optimally	optimally	ADV
cana-3472	206	30	in	in	ADP
cana-3472	206	31	real	real	ADJ
cana-3472	206	32	life	life	NOUN
cana-3472	206	33	situations	situation	NOUN
cana-3472	206	34	.	.	PUNCT
cana-3472	207	1	communications	communication	NOUN
cana-3472	207	2	on	on	ADP
cana-3472	207	3	applied	apply	VERB
cana-3472	207	4	nonlinear	nonlinear	ADJ
cana-3472	207	5	analysis	analysis	NOUN
cana-3472	207	6	issn	issn	NOUN
cana-3472	207	7	:	:	PUNCT
cana-3472	207	8	1074	1074	NUM
cana-3472	207	9	-	-	PUNCT
cana-3472	207	10	133x	133x	NUM
cana-3472	207	11	vol	vol	NOUN
cana-3472	207	12	32	32	NUM
cana-3472	207	13	no	no	NOUN
cana-3472	207	14	.	.	PUNCT
cana-3472	208	1	7s	7	NOUN
cana-3472	208	2	(	(	PUNCT
cana-3472	208	3	2025	2025	NUM
cana-3472	208	4	)	)	PUNCT
cana-3472	208	5	662	662	NUM
cana-3472	208	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3472	208	7	as	as	ADP
cana-3472	208	8	an	an	DET
cana-3472	208	9	additional	additional	ADJ
cana-3472	208	10	strategy	strategy	NOUN
cana-3472	208	11	,	,	PUNCT
cana-3472	208	12	integrating	integrate	VERB
cana-3472	208	13	other	other	ADJ
cana-3472	208	14	techniques	technique	NOUN
cana-3472	208	15	of	of	ADP
cana-3472	208	16	facial	facial	ADJ
cana-3472	208	17	feature	feature	NOUN
cana-3472	208	18	analysis	analysis	NOUN
cana-3472	208	19	and	and	CCONJ
cana-3472	208	20	deep	deep	ADJ
cana-3472	208	21	learning	learning	NOUN
cana-3472	208	22	algorithms	algorithm	NOUN
cana-3472	208	23	would	would	AUX
cana-3472	208	24	also	also	ADV
cana-3472	208	25	improve	improve	VERB
cana-3472	208	26	the	the	DET
cana-3472	208	27	accuracy	accuracy	NOUN
cana-3472	208	28	and	and	CCONJ
cana-3472	208	29	the	the	DET
cana-3472	208	30	efficiency	efficiency	NOUN
cana-3472	208	31	of	of	ADP
cana-3472	208	32	the	the	DET
cana-3472	208	33	system	system	NOUN
cana-3472	208	34	.	.	PUNCT
cana-3472	209	1	for	for	ADP
cana-3472	209	2	instance	instance	NOUN
cana-3472	209	3	,	,	PUNCT
cana-3472	209	4	the	the	DET
cana-3472	209	5	use	use	NOUN
cana-3472	209	6	of	of	ADP
cana-3472	209	7	landmark	landmark	NOUN
cana-3472	209	8	detection	detection	NOUN
cana-3472	209	9	techniques	technique	NOUN
cana-3472	209	10	could	could	AUX
cana-3472	209	11	enhance	enhance	VERB
cana-3472	209	12	the	the	DET
cana-3472	209	13	accuracy	accuracy	NOUN
cana-3472	209	14	of	of	ADP
cana-3472	209	15	the	the	DET
cana-3472	209	16	system	system	NOUN
cana-3472	209	17	in	in	ADP
cana-3472	209	18	recognizing	recognize	VERB
cana-3472	209	19	important	important	ADJ
cana-3472	209	20	undertaken	undertake	VERB
cana-3472	209	21	features	feature	NOUN
cana-3472	209	22	while	while	SCONJ
cana-3472	209	23	convolution	convolution	NOUN
cana-3472	209	24	neural	neural	ADJ
cana-3472	209	25	networks	network	NOUN
cana-3472	209	26	or	or	CCONJ
cana-3472	209	27	cnn	cnn	PROPN
cana-3472	209	28	could	could	AUX
cana-3472	209	29	improve	improve	VERB
cana-3472	209	30	assessment	assessment	NOUN
cana-3472	209	31	of	of	ADP
cana-3472	209	32	features	feature	NOUN
cana-3472	209	33	extraction	extraction	NOUN
cana-3472	209	34	and	and	CCONJ
cana-3472	209	35	burn	burn	VERB
cana-3472	209	36	severity	severity	NOUN
cana-3472	209	37	.	.	PUNCT
cana-3472	210	1	in	in	ADP
cana-3472	210	2	addition	addition	NOUN
cana-3472	210	3	,	,	PUNCT
cana-3472	210	4	there	there	PRON
cana-3472	210	5	is	be	VERB
cana-3472	210	6	a	a	DET
cana-3472	210	7	need	need	NOUN
cana-3472	210	8	to	to	PART
cana-3472	210	9	maintain	maintain	VERB
cana-3472	210	10	checks	check	NOUN
cana-3472	210	11	on	on	ADP
cana-3472	210	12	the	the	DET
cana-3472	210	13	performance	performance	NOUN
cana-3472	210	14	of	of	ADP
cana-3472	210	15	the	the	DET
cana-3472	210	16	system	system	NOUN
cana-3472	210	17	to	to	ADP
cana-3472	210	18	external	external	ADJ
cana-3472	210	19	disturbances	disturbance	NOUN
cana-3472	210	20	like	like	ADP
cana-3472	210	21	the	the	DET
cana-3472	210	22	environmental	environmental	ADJ
cana-3472	210	23	context	context	NOUN
cana-3472	210	24	such	such	ADJ
cana-3472	210	25	as	as	ADP
cana-3472	210	26	illumination	illumination	NOUN
cana-3472	210	27	and	and	CCONJ
cana-3472	210	28	the	the	DET
cana-3472	210	29	quality	quality	NOUN
cana-3472	210	30	of	of	ADP
cana-3472	210	31	the	the	DET
cana-3472	210	32	images	image	NOUN
cana-3472	210	33	taken	take	VERB
cana-3472	210	34	.	.	PUNCT
cana-3472	211	1	this	this	PRON
cana-3472	211	2	might	might	AUX
cana-3472	211	3	feature	feature	VERB
cana-3472	211	4	enhancement	enhancement	NOUN
cana-3472	211	5	of	of	ADP
cana-3472	211	6	the	the	DET
cana-3472	211	7	image	image	NOUN
cana-3472	211	8	quality	quality	NOUN
cana-3472	211	9	by	by	ADP
cana-3472	211	10	performing	perform	VERB
cana-3472	211	11	image	image	NOUN
cana-3472	211	12	preprocessing	preprocessing	NOUN
cana-3472	211	13	or	or	CCONJ
cana-3472	211	14	development	development	NOUN
cana-3472	211	15	of	of	ADP
cana-3472	211	16	algorithms	algorithm	NOUN
cana-3472	211	17	which	which	PRON
cana-3472	211	18	are	be	AUX
cana-3472	211	19	less	less	ADV
cana-3472	211	20	sensitive	sensitive	ADJ
cana-3472	211	21	to	to	ADP
cana-3472	211	22	the	the	DET
cana-3472	211	23	changes	change	NOUN
cana-3472	211	24	in	in	ADP
cana-3472	211	25	illumination	illumination	NOUN
cana-3472	211	26	.	.	PUNCT
cana-3472	212	1	8.3	8.3	NUM
cana-3472	212	2	.	.	PUNCT
cana-3472	212	3	integration	integration	NOUN
cana-3472	212	4	of	of	ADP
cana-3472	212	5	other	other	ADJ
cana-3472	212	6	techniques	technique	NOUN
cana-3472	212	7	besides	besides	SCONJ
cana-3472	212	8	the	the	DET
cana-3472	212	9	golden	golden	ADJ
cana-3472	212	10	ratio	ratio	NOUN
cana-3472	212	11	and	and	CCONJ
cana-3472	212	12	the	the	DET
cana-3472	212	13	yolo	yolo	ADJ
cana-3472	212	14	algorithm	algorithm	NOUN
cana-3472	212	15	,	,	PUNCT
cana-3472	212	16	the	the	DET
cana-3472	212	17	proposed	propose	VERB
cana-3472	212	18	system	system	NOUN
cana-3472	212	19	should	should	AUX
cana-3472	212	20	also	also	ADV
cana-3472	212	21	seek	seek	VERB
cana-3472	212	22	the	the	DET
cana-3472	212	23	integration	integration	NOUN
cana-3472	212	24	of	of	ADP
cana-3472	212	25	the	the	DET
cana-3472	212	26	other	other	ADJ
cana-3472	212	27	provider	provider	NOUN
cana-3472	212	28	techniques	technique	NOUN
cana-3472	212	29	of	of	ADP
cana-3472	212	30	facial	facial	ADJ
cana-3472	212	31	analysis	analysis	NOUN
cana-3472	212	32	for	for	ADP
cana-3472	212	33	its	its	PRON
cana-3472	212	34	improvement	improvement	NOUN
cana-3472	212	35	on	on	ADP
cana-3472	212	36	the	the	DET
cana-3472	212	37	accuracy	accuracy	NOUN
cana-3472	212	38	and	and	CCONJ
cana-3472	212	39	the	the	DET
cana-3472	212	40	effectiveness	effectiveness	NOUN
cana-3472	212	41	of	of	ADP
cana-3472	212	42	the	the	DET
cana-3472	212	43	system	system	NOUN
cana-3472	212	44	.	.	PUNCT
cana-3472	213	1	some	some	DET
cana-3472	213	2	techniques	technique	NOUN
cana-3472	213	3	are	be	AUX
cana-3472	213	4	available	available	ADJ
cana-3472	213	5	and	and	CCONJ
cana-3472	213	6	are	be	AUX
cana-3472	213	7	able	able	ADJ
cana-3472	213	8	to	to	PART
cana-3472	213	9	be	be	AUX
cana-3472	213	10	integrated	integrate	VERB
cana-3472	213	11	,	,	PUNCT
cana-3472	213	12	such	such	ADJ
cana-3472	213	13	as	as	ADP
cana-3472	213	14	landmark	landmark	NOUN
cana-3472	213	15	detection	detection	NOUN
cana-3472	213	16	,	,	PUNCT
cana-3472	213	17	3d	3d	NUM
cana-3472	213	18	facial	facial	ADJ
cana-3472	213	19	reconstruction	reconstruction	NOUN
cana-3472	213	20	and	and	CCONJ
cana-3472	213	21	deep	deep	ADJ
cana-3472	213	22	learning	learning	NOUN
cana-3472	213	23	algorithms	algorithm	NOUN
cana-3472	213	24	.	.	PUNCT
cana-3472	214	1	landmark	landmark	PROPN
cana-3472	214	2	detection	detection	NOUN
cana-3472	214	3	involves	involve	VERB
cana-3472	214	4	looking	look	VERB
cana-3472	214	5	for	for	ADP
cana-3472	214	6	critical	critical	ADJ
cana-3472	214	7	and	and	CCONJ
cana-3472	214	8	prominent	prominent	ADJ
cana-3472	214	9	points	point	NOUN
cana-3472	214	10	on	on	ADP
cana-3472	214	11	the	the	DET
cana-3472	214	12	face	face	NOUN
cana-3472	214	13	including	include	VERB
cana-3472	214	14	eyes	eye	NOUN
cana-3472	214	15	,	,	PUNCT
cana-3472	214	16	nose	nose	NOUN
cana-3472	214	17	,	,	PUNCT
cana-3472	214	18	and	and	CCONJ
cana-3472	214	19	mouth	mouth	NOUN
cana-3472	214	20	.	.	PUNCT
cana-3472	215	1	the	the	DET
cana-3472	215	2	application	application	NOUN
cana-3472	215	3	of	of	ADP
cana-3472	215	4	landmark	landmark	NOUN
cana-3472	215	5	detection	detection	NOUN
cana-3472	215	6	methods	method	NOUN
cana-3472	215	7	integration	integration	NOUN
cana-3472	215	8	can	can	AUX
cana-3472	215	9	target	target	VERB
cana-3472	215	10	specific	specific	ADJ
cana-3472	215	11	facial	facial	ADJ
cana-3472	215	12	features	feature	NOUN
cana-3472	215	13	necessary	necessary	ADJ
cana-3472	215	14	for	for	ADP
cana-3472	215	15	image	image	NOUN
cana-3472	215	16	processing	processing	NOUN
cana-3472	215	17	that	that	PRON
cana-3472	215	18	is	be	AUX
cana-3472	215	19	important	important	ADJ
cana-3472	215	20	for	for	ADP
cana-3472	215	21	the	the	DET
cana-3472	215	22	golden	golden	ADJ
cana-3472	215	23	ratio	ratio	NOUN
cana-3472	215	24	calculation	calculation	NOUN
cana-3472	215	25	and	and	CCONJ
cana-3472	215	26	symmetry	symmetry	NOUN
cana-3472	215	27	assessment	assessment	NOUN
cana-3472	215	28	of	of	ADP
cana-3472	215	29	the	the	DET
cana-3472	215	30	face	face	NOUN
cana-3472	215	31	.	.	PUNCT
cana-3472	216	1	3d	3d	NUM
cana-3472	216	2	facial	facial	ADJ
cana-3472	216	3	reconstruction	reconstruction	NOUN
cana-3472	216	4	techniques	technique	NOUN
cana-3472	216	5	project	project	NOUN
cana-3472	216	6	a	a	DET
cana-3472	216	7	more	more	ADV
cana-3472	216	8	precise	precise	ADJ
cana-3472	216	9	and	and	CCONJ
cana-3472	216	10	elaborate	elaborate	VERB
cana-3472	216	11	facial	facial	ADJ
cana-3472	216	12	representation	representation	NOUN
cana-3472	216	13	,	,	PUNCT
cana-3472	216	14	hence	hence	ADV
cana-3472	216	15	enhancing	enhance	VERB
cana-3472	216	16	the	the	DET
cana-3472	216	17	undertaking	undertaking	NOUN
cana-3472	216	18	of	of	ADP
cana-3472	216	19	facial	facial	ADJ
cana-3472	216	20	features	feature	NOUN
cana-3472	216	21	analysis	analysis	NOUN
cana-3472	216	22	.	.	PUNCT
cana-3472	217	1	with	with	ADP
cana-3472	217	2	the	the	DET
cana-3472	217	3	help	help	NOUN
cana-3472	217	4	of	of	ADP
cana-3472	217	5	3d	3d	NUM
cana-3472	217	6	facial	facial	ADJ
cana-3472	217	7	reconstruction	reconstruction	NOUN
cana-3472	217	8	,	,	PUNCT
cana-3472	217	9	the	the	DET
cana-3472	217	10	system	system	NOUN
cana-3472	217	11	can	can	AUX
cana-3472	217	12	better	well	ADV
cana-3472	217	13	evaluate	evaluate	VERB
cana-3472	217	14	the	the	DET
cana-3472	217	15	level	level	NOUN
cana-3472	217	16	of	of	ADP
cana-3472	217	17	facial	facial	ADJ
cana-3472	217	18	symmetry	symmetry	NOUN
cana-3472	217	19	and	and	CCONJ
cana-3472	217	20	determine	determine	VERB
cana-3472	217	21	the	the	DET
cana-3472	217	22	extent	extent	NOUN
cana-3472	217	23	of	of	ADP
cana-3472	217	24	a	a	DET
cana-3472	217	25	planned	plan	VERB
cana-3472	217	26	facial	facial	ADJ
cana-3472	217	27	enhancement	enhancement	NOUN
cana-3472	217	28	.	.	PUNCT
cana-3472	218	1	conventional	conventional	ADJ
cana-3472	218	2	cameras	camera	NOUN
cana-3472	218	3	have	have	VERB
cana-3472	218	4	difficulty	difficulty	NOUN
cana-3472	218	5	capturing	capture	VERB
cana-3472	218	6	a	a	DET
cana-3472	218	7	person	person	NOUN
cana-3472	218	8	’s	’s	PART
cana-3472	218	9	facial	facial	ADJ
cana-3472	218	10	features	feature	NOUN
cana-3472	218	11	due	due	ADJ
cana-3472	218	12	to	to	ADP
cana-3472	218	13	varying	vary	VERB
cana-3472	218	14	distances	distance	NOUN
cana-3472	218	15	and	and	CCONJ
cana-3472	218	16	dimensions	dimension	NOUN
cana-3472	218	17	,	,	PUNCT
cana-3472	218	18	however	however	ADV
cana-3472	218	19	,	,	PUNCT
cana-3472	218	20	deep	deep	ADJ
cana-3472	218	21	learning	learning	NOUN
cana-3472	218	22	technologies	technology	NOUN
cana-3472	218	23	like	like	ADP
cana-3472	218	24	convolutional	convolutional	ADJ
cana-3472	218	25	neural	neural	ADJ
cana-3472	218	26	networks	network	NOUN
cana-3472	218	27	(	(	PUNCT
cana-3472	218	28	cnns	cnns	PROPN
cana-3472	218	29	)	)	PUNCT
cana-3472	218	30	can	can	AUX
cana-3472	218	31	help	help	VERB
cana-3472	218	32	systems	system	NOUN
cana-3472	218	33	comprehend	comprehend	VERB
cana-3472	218	34	facial	facial	ADJ
cana-3472	218	35	images	image	NOUN
cana-3472	218	36	and	and	CCONJ
cana-3472	218	37	extract	extract	VERB
cana-3472	218	38	features	feature	VERB
cana-3472	218	39	more	more	ADV
cana-3472	218	40	effectively	effectively	ADV
cana-3472	218	41	.	.	PUNCT
cana-3472	219	1	incorporating	incorporate	VERB
cana-3472	219	2	deep	deep	ADJ
cana-3472	219	3	learning	learning	NOUN
cana-3472	219	4	algorithms	algorithm	NOUN
cana-3472	219	5	into	into	ADP
cana-3472	219	6	the	the	DET
cana-3472	219	7	system	system	NOUN
cana-3472	219	8	brings	bring	VERB
cana-3472	219	9	those	those	DET
cana-3472	219	10	facial	facial	ADJ
cana-3472	219	11	analyses	analysis	NOUN
cana-3472	219	12	to	to	ADP
cana-3472	219	13	the	the	DET
cana-3472	219	14	next	next	ADJ
cana-3472	219	15	level	level	NOUN
cana-3472	219	16	both	both	CCONJ
cana-3472	219	17	in	in	ADP
cana-3472	219	18	terms	term	NOUN
cana-3472	219	19	of	of	ADP
cana-3472	219	20	precision	precision	NOUN
cana-3472	219	21	and	and	CCONJ
cana-3472	219	22	robustness	robustness	NOUN
cana-3472	219	23	of	of	ADP
cana-3472	219	24	the	the	DET
cana-3472	219	25	system	system	NOUN
cana-3472	219	26	.	.	PUNCT
cana-3472	220	1	the	the	DET
cana-3472	220	2	photographs	photograph	NOUN
cana-3472	220	3	provided	provide	VERB
cana-3472	220	4	can	can	AUX
cana-3472	220	5	also	also	ADV
cana-3472	220	6	be	be	AUX
cana-3472	220	7	useful	useful	ADJ
cana-3472	220	8	for	for	ADP
cana-3472	220	9	quality	quality	NOUN
cana-3472	220	10	assessment	assessment	NOUN
cana-3472	220	11	as	as	SCONJ
cana-3472	220	12	they	they	PRON
cana-3472	220	13	will	will	AUX
cana-3472	220	14	help	help	VERB
cana-3472	220	15	the	the	DET
cana-3472	220	16	system	system	NOUN
cana-3472	220	17	interpret	interpret	VERB
cana-3472	220	18	and	and	CCONJ
cana-3472	220	19	even	even	ADV
cana-3472	220	20	classify	classify	VERB
cana-3472	220	21	different	different	ADJ
cana-3472	220	22	fair	fair	ADJ
cana-3472	220	23	emotions	emotion	NOUN
cana-3472	220	24	which	which	PRON
cana-3472	220	25	is	be	AUX
cana-3472	220	26	very	very	ADV
cana-3472	220	27	important	important	ADJ
cana-3472	220	28	for	for	ADP
cana-3472	220	29	the	the	DET
cana-3472	220	30	evaluation	evaluation	NOUN
cana-3472	220	31	of	of	ADP
cana-3472	220	32	facial	facial	ADJ
cana-3472	220	33	symmetry	symmetry	NOUN
cana-3472	220	34	and	and	CCONJ
cana-3472	220	35	areas	area	NOUN
cana-3472	220	36	with	with	ADP
cana-3472	220	37	burns	burn	NOUN
cana-3472	220	38	and	and	CCONJ
cana-3472	220	39	scar	scar	NOUN
cana-3472	220	40	issues	issue	NOUN
cana-3472	220	41	.	.	PUNCT
cana-3472	221	1	such	such	ADJ
cana-3472	221	2	automated	automate	VERB
cana-3472	221	3	systems	system	NOUN
cana-3472	221	4	can	can	AUX
cana-3472	221	5	also	also	ADV
cana-3472	221	6	assist	assist	VERB
cana-3472	221	7	by	by	ADP
cana-3472	221	8	using	use	VERB
cana-3472	221	9	texture	texture	ADJ
cana-3472	221	10	analysis	analysis	NOUN
cana-3472	221	11	where	where	SCONJ
cana-3472	221	12	the	the	DET
cana-3472	221	13	system	system	NOUN
cana-3472	221	14	can	can	AUX
cana-3472	221	15	be	be	AUX
cana-3472	221	16	trained	train	VERB
cana-3472	221	17	to	to	PART
cana-3472	221	18	learn	learn	VERB
cana-3472	221	19	skin	skin	NOUN
cana-3472	221	20	textures	texture	NOUN
cana-3472	221	21	and	and	CCONJ
cana-3472	221	22	even	even	ADV
cana-3472	221	23	detect	detect	VERB
cana-3472	221	24	areas	area	NOUN
cana-3472	221	25	associated	associate	VERB
cana-3472	221	26	with	with	ADP
cana-3472	221	27	scars	scar	NOUN
cana-3472	221	28	or	or	CCONJ
cana-3472	221	29	areas	area	NOUN
cana-3472	221	30	that	that	PRON
cana-3472	221	31	have	have	AUX
cana-3472	221	32	been	be	AUX
cana-3472	221	33	burned	burn	VERB
cana-3472	221	34	.	.	PUNCT
cana-3472	222	1	additionally	additionally	ADV
cana-3472	222	2	,	,	PUNCT
cana-3472	222	3	by	by	ADP
cana-3472	222	4	employing	employ	VERB
cana-3472	222	5	texture	texture	ADJ
cana-3472	222	6	analysis	analysis	NOUN
cana-3472	222	7	,	,	PUNCT
cana-3472	222	8	the	the	DET
cana-3472	222	9	complexity	complexity	NOUN
cana-3472	222	10	and	and	CCONJ
cana-3472	222	11	coverage	coverage	NOUN
cana-3472	222	12	of	of	ADP
cana-3472	222	13	the	the	DET
cana-3472	222	14	information	information	NOUN
cana-3472	222	15	about	about	ADP
cana-3472	222	16	scars	scar	NOUN
cana-3472	222	17	and	and	CCONJ
cana-3472	222	18	burns	burn	NOUN
cana-3472	222	19	may	may	AUX
cana-3472	222	20	be	be	AUX
cana-3472	222	21	more	more	ADV
cana-3472	222	22	accurately	accurately	ADV
cana-3472	222	23	described	describe	VERB
cana-3472	222	24	.	.	PUNCT
cana-3472	223	1	the	the	DET
cana-3472	223	2	inclusion	inclusion	NOUN
cana-3472	223	3	of	of	ADP
cana-3472	223	4	these	these	DET
cana-3472	223	5	techniques	technique	NOUN
cana-3472	223	6	together	together	ADV
cana-3472	223	7	will	will	AUX
cana-3472	223	8	improve	improve	VERB
cana-3472	223	9	the	the	DET
cana-3472	223	10	level	level	NOUN
cana-3472	223	11	of	of	ADP
cana-3472	223	12	overall	overall	ADJ
cana-3472	223	13	efficiency	efficiency	NOUN
cana-3472	223	14	and	and	CCONJ
cana-3472	223	15	the	the	DET
cana-3472	223	16	accurateness	accurateness	NOUN
cana-3472	223	17	of	of	ADP
cana-3472	223	18	the	the	DET
cana-3472	223	19	proposed	propose	VERB
cana-3472	223	20	system	system	NOUN
cana-3472	223	21	,	,	PUNCT
cana-3472	223	22	enabling	enable	VERB
cana-3472	223	23	it	it	PRON
cana-3472	223	24	to	to	PART
cana-3472	223	25	provide	provide	VERB
cana-3472	223	26	a	a	DET
cana-3472	223	27	detailed	detailed	ADJ
cana-3472	223	28	analysis	analysis	NOUN
cana-3472	223	29	of	of	ADP
cana-3472	223	30	facial	facial	ADJ
cana-3472	223	31	features	feature	NOUN
cana-3472	223	32	for	for	ADP
cana-3472	223	33	surgical	surgical	ADJ
cana-3472	223	34	application	application	NOUN
cana-3472	223	35	in	in	ADP
cana-3472	223	36	plastic	plastic	ADJ
cana-3472	223	37	surgery	surgery	NOUN
cana-3472	223	38	.	.	PUNCT
cana-3472	224	1	due	due	ADP
cana-3472	224	2	to	to	ADP
cana-3472	224	3	the	the	DET
cana-3472	224	4	integration	integration	NOUN
cana-3472	224	5	of	of	ADP
cana-3472	224	6	several	several	ADJ
cana-3472	224	7	technologies	technology	NOUN
cana-3472	224	8	,	,	PUNCT
cana-3472	224	9	the	the	DET
cana-3472	224	10	system	system	NOUN
cana-3472	224	11	would	would	AUX
cana-3472	224	12	also	also	ADV
cana-3472	224	13	get	get	VERB
cana-3472	224	14	a	a	DET
cana-3472	224	15	more	more	ADV
cana-3472	224	16	comprehensive	comprehensive	ADJ
cana-3472	224	17	and	and	CCONJ
cana-3472	224	18	personalized	personalized	ADJ
cana-3472	224	19	technique	technique	NOUN
cana-3472	224	20	of	of	ADP
cana-3472	224	21	facial	facial	ADJ
cana-3472	224	22	analysis	analysis	NOUN
cana-3472	224	23	which	which	PRON
cana-3472	224	24	would	would	AUX
cana-3472	224	25	in	in	ADP
cana-3472	224	26	turn	turn	NOUN
cana-3472	224	27	yield	yield	VERB
cana-3472	224	28	better	well	ADJ
cana-3472	224	29	patient	patient	ADJ
cana-3472	224	30	satisfaction	satisfaction	NOUN
cana-3472	224	31	.	.	PUNCT
cana-3472	225	1	communications	communication	NOUN
cana-3472	225	2	on	on	ADP
cana-3472	225	3	applied	apply	VERB
cana-3472	225	4	nonlinear	nonlinear	ADJ
cana-3472	225	5	analysis	analysis	NOUN
cana-3472	225	6	issn	issn	NOUN
cana-3472	225	7	:	:	PUNCT
cana-3472	225	8	1074	1074	NUM
cana-3472	225	9	-	-	PUNCT
cana-3472	225	10	133x	133x	NUM
cana-3472	225	11	vol	vol	NOUN
cana-3472	225	12	32	32	NUM
cana-3472	225	13	no	no	NOUN
cana-3472	225	14	.	.	PUNCT
cana-3472	226	1	7s	7	NOUN
cana-3472	226	2	(	(	PUNCT
cana-3472	226	3	2025	2025	NUM
cana-3472	226	4	)	)	PUNCT
cana-3472	226	5	663	663	NUM
cana-3472	226	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3472	226	7	refrences	refrence	VERB
cana-3472	226	8	[	[	X
cana-3472	226	9	1	1	NUM
cana-3472	226	10	]	]	X
cana-3472	226	11	sharma	sharma	NOUN
cana-3472	226	12	,	,	PUNCT
cana-3472	226	13	p.	p.	PROPN
cana-3472	226	14	,	,	PUNCT
cana-3472	226	15	saxena	saxena	PROPN
cana-3472	226	16	,	,	PUNCT
cana-3472	226	17	s.	s.	PROPN
cana-3472	226	18	,	,	PUNCT
cana-3472	226	19	rathore	rathore	PROPN
cana-3472	226	20	,	,	PUNCT
cana-3472	226	21	p.k.s	p.k.	NOUN
cana-3472	226	22	.	.	PROPN
cana-3472	226	23	,	,	PUNCT
cana-3472	226	24	&	&	CCONJ
cana-3472	226	25	bansal	bansal	NOUN
cana-3472	226	26	,	,	PUNCT
cana-3472	226	27	a.	a.	NOUN
cana-3472	226	28	(	(	PUNCT
cana-3472	226	29	2012	2012	NUM
cana-3472	226	30	)	)	PUNCT
cana-3472	226	31	.	.	PUNCT
cana-3472	227	1	the	the	DET
cana-3472	227	2	golden	golden	ADJ
cana-3472	227	3	ratio	ratio	NOUN
cana-3472	227	4	in	in	ADP
cana-3472	227	5	facial	facial	ADJ
cana-3472	227	6	symmetry	symmetry	NOUN
cana-3472	227	7	.	.	PUNCT
cana-3472	228	1	journal	journal	PROPN
cana-3472	228	2	of	of	ADP
cana-3472	228	3	international	international	ADJ
cana-3472	228	4	society	society	NOUN
cana-3472	228	5	of	of	ADP
cana-3472	228	6	preventive	preventive	ADJ
cana-3472	228	7	and	and	CCONJ
cana-3472	228	8	community	community	NOUN
cana-3472	228	9	dentistry	dentistry	NOUN
cana-3472	228	10	,	,	PUNCT
cana-3472	228	11	2(1	2(1	NUM
cana-3472	228	12	)	)	PUNCT
cana-3472	228	13	,	,	PUNCT
cana-3472	228	14	1	1	NUM
cana-3472	228	15	-	-	SYM
cana-3472	228	16	5	5	NUM
cana-3472	228	17	.	.	PUNCT
cana-3472	229	1	[	[	X
cana-3472	229	2	2	2	NUM
cana-3472	229	3	]	]	PUNCT
cana-3472	229	4	fink	fink	PROPN
cana-3472	229	5	,	,	PUNCT
cana-3472	229	6	m.	m.	NOUN
cana-3472	229	7	j.	j.	PROPN
cana-3472	229	8	,	,	PUNCT
cana-3472	229	9	grammer	grammer	PROPN
cana-3472	229	10	,	,	PUNCT
cana-3472	229	11	b.	b.	PROPN
cana-3472	229	12	,	,	PUNCT
cana-3472	229	13	&	&	CCONJ
cana-3472	229	14	thornhill	thornhill	PROPN
cana-3472	229	15	,	,	PUNCT
cana-3472	229	16	r.	r.	PROPN
cana-3472	229	17	(	(	PUNCT
cana-3472	229	18	2010	2010	NUM
cana-3472	229	19	)	)	PUNCT
cana-3472	229	20	.	.	PUNCT
cana-3472	230	1	craniofacial	craniofacial	ADJ
cana-3472	230	2	asymmetry	asymmetry	NOUN
cana-3472	230	3	is	be	AUX
cana-3472	230	4	related	relate	VERB
cana-3472	230	5	to	to	ADP
cana-3472	230	6	perceived	perceive	VERB
cana-3472	230	7	attractiveness	attractiveness	NOUN
cana-3472	230	8	.	.	PUNCT
cana-3472	231	1	journal	journal	PROPN
cana-3472	231	2	of	of	ADP
cana-3472	231	3	human	human	ADJ
cana-3472	231	4	evolution	evolution	NOUN
cana-3472	231	5	,	,	PUNCT
cana-3472	231	6	59(1	59(1	NUM
cana-3472	231	7	)	)	PUNCT
cana-3472	231	8	,	,	PUNCT
cana-3472	231	9	93	93	NUM
cana-3472	231	10	-	-	SYM
cana-3472	231	11	97	97	NUM
cana-3472	231	12	.	.	PUNCT
cana-3472	232	1	[	[	X
cana-3472	232	2	3	3	NUM
cana-3472	232	3	]	]	X
cana-3472	232	4	livio	livio	PROPN
cana-3472	232	5	,	,	PUNCT
cana-3472	232	6	m.	m.	NOUN
cana-3472	232	7	(	(	PUNCT
cana-3472	232	8	2004	2004	NUM
cana-3472	232	9	)	)	PUNCT
cana-3472	232	10	.	.	PUNCT
cana-3472	233	1	the	the	DET
cana-3472	233	2	golden	golden	ADJ
cana-3472	233	3	ratio	ratio	NOUN
cana-3472	233	4	and	and	CCONJ
cana-3472	233	5	aesthetics	aesthetic	NOUN
cana-3472	233	6	.	.	PUNCT
cana-3472	234	1	in	in	ADP
cana-3472	234	2	the	the	DET
cana-3472	234	3	golden	golden	ADJ
cana-3472	234	4	ratio	ratio	NOUN
cana-3472	234	5	:	:	PUNCT
cana-3472	234	6	the	the	DET
cana-3472	234	7	story	story	NOUN
cana-3472	234	8	of	of	ADP
cana-3472	234	9	phi	phi	NOUN
cana-3472	234	10	,	,	PUNCT
cana-3472	234	11	the	the	DET
cana-3472	234	12	world	world	NOUN
cana-3472	234	13	's	's	PART
cana-3472	234	14	most	most	ADV
cana-3472	234	15	astonishing	astonishing	ADJ
cana-3472	234	16	number	number	NOUN
cana-3472	234	17	(	(	PUNCT
cana-3472	234	18	pp	pp	ADJ
cana-3472	234	19	.	.	PUNCT
cana-3472	235	1	167	167	NUM
cana-3472	235	2	-	-	SYM
cana-3472	235	3	187	187	NUM
cana-3472	235	4	)	)	PUNCT
cana-3472	235	5	.	.	PUNCT
cana-3472	236	1	broadway	broadway	NOUN
cana-3472	236	2	books	book	NOUN
cana-3472	236	3	.	.	PUNCT
cana-3472	237	1	[	[	X
cana-3472	237	2	4	4	X
cana-3472	237	3	]	]	X
cana-3472	237	4	t.	t.	PROPN
cana-3472	237	5	kaczorek	kaczorek	NOUN
cana-3472	237	6	,	,	PUNCT
cana-3472	237	7	“	"	PUNCT
cana-3472	237	8	extensions	extension	NOUN
cana-3472	237	9	of	of	ADP
cana-3472	237	10	the	the	DET
cana-3472	237	11	cayley	cayley	ADJ
cana-3472	237	12	–	–	PUNCT
cana-3472	237	13	hamilton	hamilton	PROPN
cana-3472	237	14	theorem	theorem	VERB
cana-3472	237	15	to	to	PART
cana-3472	237	16	fractional	fractional	VERB
cana-3472	237	17	descriptor	descriptor	NOUN
cana-3472	237	18	linear	linear	PROPN
cana-3472	237	19	systems	system	NOUN
cana-3472	237	20	,	,	PUNCT
cana-3472	237	21	”	"	PUNCT
cana-3472	237	22	in	in	ADP
cana-3472	237	23	proc	proc	NOUN
cana-3472	237	24	.	.	PUNCT
cana-3472	237	25	21st	21st	ADJ
cana-3472	237	26	int	int	NOUN
cana-3472	237	27	.	.	PUNCT
cana-3472	238	1	conf	conf	NOUN
cana-3472	238	2	.	.	PUNCT
cana-3472	239	1	methods	method	NOUN
cana-3472	239	2	models	model	NOUN
cana-3472	239	3	autom	autom	PROPN
cana-3472	239	4	.	.	PUNCT
cana-3472	240	1	robot	robot	NOUN
cana-3472	240	2	.	.	PUNCT
cana-3472	241	1	(	(	PUNCT
cana-3472	241	2	mmar	mmar	NOUN
cana-3472	241	3	)	)	PUNCT
cana-3472	241	4	,	,	PUNCT
cana-3472	241	5	2016	2016	NUM
cana-3472	241	6	,	,	PUNCT
cana-3472	241	7	pp	pp	ADV
cana-3472	241	8	.	.	PUNCT
cana-3472	242	1	838–843,doi:10.1109	838–843,doi:10.1109	NUM
cana-3472	242	2	/	/	SYM
cana-3472	242	3	mmar.2016.7575246	mmar.2016.7575246	NOUN
cana-3472	242	4	.	.	PUNCT
cana-3472	243	1	[	[	X
cana-3472	243	2	5	5	X
cana-3472	243	3	]	]	PUNCT
cana-3472	243	4	p.	p.	NOUN
cana-3472	243	5	saraswathi	saraswathi	PROPN
cana-3472	243	6	(	(	PUNCT
cana-3472	243	7	2007	2007	NUM
cana-3472	243	8	)	)	PUNCT
cana-3472	243	9	,	,	PUNCT
cana-3472	243	10	“	"	PUNCT
cana-3472	243	11	the	the	DET
cana-3472	243	12	golden	golden	ADJ
cana-3472	243	13	proportion	proportion	NOUN
cana-3472	243	14	and	and	CCONJ
cana-3472	243	15	its	its	PRON
cana-3472	243	16	application	application	NOUN
cana-3472	243	17	to	to	ADP
cana-3472	243	18	the	the	DET
cana-3472	243	19	human	human	ADJ
cana-3472	243	20	face	face	NOUN
cana-3472	243	21	,	,	PUNCT
cana-3472	243	22	”	"	PUNCT
cana-3472	243	23	in	in	ADP
cana-3472	243	24	eur	eur	PROPN
cana-3472	243	25	j	j	PROPN
cana-3472	243	26	anat.11:177–80	anat.11:177–80	PROPN
cana-3472	244	1	[	[	X
cana-3472	244	2	6	6	NUM
cana-3472	244	3	]	]	PUNCT
cana-3472	244	4	mohammad	mohammad	PROPN
cana-3472	244	5	khursheed	khursheed	PROPN
cana-3472	244	6	alam	alam	PROPN
cana-3472	244	7	,	,	PUNCT
cana-3472	244	8	nor	nor	CCONJ
cana-3472	244	9	farid	farid	PROPN
cana-3472	244	10	mohd	mohd	PROPN
cana-3472	244	11	noor	noor	PROPN
cana-3472	244	12	,	,	PUNCT
cana-3472	244	13	rehana	rehana	PROPN
cana-3472	244	14	basri	basri	VERB
cana-3472	244	15	,	,	PUNCT
cana-3472	244	16	tan	tan	PROPN
cana-3472	244	17	fo	fo	ADP
cana-3472	244	18	yew	yew	PROPN
cana-3472	244	19	,	,	PUNCT
cana-3472	245	1	tay	tay	PROPN
cana-3472	245	2	hui	hui	PROPN
cana-3472	245	3	wen	wen	PROPN
cana-3472	245	4	(	(	PUNCT
cana-3472	245	5	2015	2015	NUM
cana-3472	245	6	)	)	PUNCT
cana-3472	245	7	,	,	PUNCT
cana-3472	245	8	“	"	PUNCT
cana-3472	245	9	multiracial	multiracial	ADJ
cana-3472	245	10	facial	facial	ADJ
cana-3472	245	11	golden	golden	ADJ
cana-3472	245	12	ratio	ratio	NOUN
cana-3472	245	13	and	and	CCONJ
cana-3472	245	14	evaluation	evaluation	NOUN
cana-3472	245	15	of	of	ADP
cana-3472	245	16	facial	facial	ADJ
cana-3472	245	17	appearance	appearance	NOUN
cana-3472	245	18	”	"	PUNCT
cana-3472	246	1	[	[	X
cana-3472	246	2	7	7	X
cana-3472	246	3	]	]	X
cana-3472	246	4	yaseen	yaseen	PROPN
cana-3472	246	5	ahmed	ahmed	PROPN
cana-3472	246	6	meenai	meenai	PROPN
cana-3472	246	7	,	,	PUNCT
cana-3472	246	8	mohammed	mohammed	PROPN
cana-3472	246	9	haider	haider	PROPN
cana-3472	246	10	abbas	abbas	PROPN
cana-3472	246	11	(	(	PUNCT
cana-3472	246	12	2010	2010	NUM
cana-3472	246	13	)	)	PUNCT
cana-3472	246	14	,	,	PUNCT
cana-3472	246	15	“	"	PUNCT
cana-3472	246	16	beauty	beauty	NOUN
cana-3472	246	17	measuring	measure	VERB
cana-3472	246	18	system	system	NOUN
cana-3472	246	19	based	base	VERB
cana-3472	246	20	on	on	ADP
cana-3472	246	21	the	the	DET
cana-3472	246	22	divine	divine	ADJ
cana-3472	246	23	ratio	ratio	NOUN
cana-3472	246	24	”	"	PUNCT
cana-3472	246	25	in	in	ADP
cana-3472	246	26	user	user	NOUN
cana-3472	246	27	science	science	NOUN
cana-3472	246	28	and	and	CCONJ
cana-3472	246	29	engineering	engineering	NOUN
cana-3472	246	30	(	(	PUNCT
cana-3472	246	31	i	i	NOUN
cana-3472	246	32	-	-	NOUN
cana-3472	246	33	user	user	NOUN
cana-3472	246	34	)	)	PUNCT
cana-3472	246	35	,	,	PUNCT
cana-3472	246	36	2010	2010	NUM
cana-3472	246	37	international	international	ADJ
cana-3472	246	38	conference	conference	NOUN
cana-3472	247	1	[	[	X
cana-3472	247	2	8	8	NUM
cana-3472	247	3	]	]	PUNCT
cana-3472	247	4	amoric	amoric	NOUN
cana-3472	247	5	,	,	PUNCT
cana-3472	247	6	m.	m.	NOUN
cana-3472	247	7	(	(	PUNCT
cana-3472	247	8	2010	2010	NUM
cana-3472	247	9	)	)	PUNCT
cana-3472	247	10	.	.	PUNCT
cana-3472	248	1	the	the	DET
cana-3472	248	2	golden	golden	ADJ
cana-3472	248	3	number	number	NOUN
cana-3472	248	4	:	:	PUNCT
cana-3472	248	5	applications	application	NOUN
cana-3472	248	6	to	to	ADP
cana-3472	248	7	cranio	cranio	NOUN
cana-3472	248	8	-	-	PUNCT
cana-3472	248	9	facial	facial	ADJ
cana-3472	248	10	evaluation	evaluation	NOUN
cana-3472	248	11	.	.	PUNCT
cana-3472	249	1	international	international	ADJ
cana-3472	249	2	journal	journal	NOUN
cana-3472	249	3	of	of	ADP
cana-3472	249	4	oral	oral	ADJ
cana-3472	249	5	and	and	CCONJ
cana-3472	249	6	maxillofacial	maxillofacial	ADJ
cana-3472	249	7	surgery	surgery	NOUN
cana-3472	249	8	,	,	PUNCT
cana-3472	249	9	39(9	39(9	NUM
cana-3472	249	10	)	)	PUNCT
cana-3472	249	11	,	,	PUNCT
cana-3472	249	12	893	893	NUM
cana-3472	249	13	-	-	SYM
cana-3472	249	14	898	898	NUM
cana-3472	250	1	[	[	X
cana-3472	250	2	9	9	NUM
cana-3472	250	3	]	]	X
cana-3472	250	4	zhao	zhao	X
cana-3472	250	5	,	,	PUNCT
cana-3472	250	6	y.	y.	PROPN
cana-3472	250	7	,	,	PUNCT
cana-3472	250	8	li	li	PROPN
cana-3472	250	9	,	,	PUNCT
cana-3472	250	10	q.	q.	PROPN
cana-3472	250	11	,	,	PUNCT
cana-3472	250	12	zhou	zhou	PROPN
cana-3472	250	13	,	,	PUNCT
cana-3472	250	14	x.	x.	PROPN
cana-3472	250	15	,	,	PUNCT
cana-3472	250	16	li	li	PROPN
cana-3472	250	17	,	,	PUNCT
cana-3472	250	18	y.	y.	PROPN
cana-3472	250	19	,	,	PUNCT
cana-3472	250	20	li	li	PROPN
cana-3472	250	21	,	,	PUNCT
cana-3472	250	22	x.	x.	PROPN
cana-3472	250	23	,	,	PUNCT
cana-3472	250	24	&	&	CCONJ
cana-3472	250	25	li	li	PROPN
cana-3472	250	26	,	,	PUNCT
cana-3472	250	27	c.	c.	PROPN
cana-3472	250	28	(	(	PUNCT
cana-3472	250	29	2021	2021	NUM
cana-3472	250	30	)	)	PUNCT
cana-3472	250	31	.	.	PUNCT
cana-3472	251	1	computer	computer	NOUN
cana-3472	251	2	-	-	PUNCT
cana-3472	251	3	aided	aid	VERB
cana-3472	251	4	system	system	NOUN
cana-3472	251	5	for	for	ADP
cana-3472	251	6	facial	facial	ADJ
cana-3472	251	7	burn	burn	NOUN
cana-3472	251	8	severity	severity	NOUN
cana-3472	251	9	assessment	assessment	NOUN
cana-3472	251	10	based	base	VERB
cana-3472	251	11	on	on	ADP
cana-3472	251	12	deep	deep	ADJ
cana-3472	251	13	learning	learning	NOUN
cana-3472	251	14	.	.	PUNCT
cana-3472	252	1	burns	burn	NOUN
cana-3472	252	2	,	,	PUNCT
cana-3472	252	3	47(2	47(2	PROPN
cana-3472	252	4	)	)	PUNCT
cana-3472	252	5	,	,	PUNCT
cana-3472	252	6	381	381	NUM
cana-3472	252	7	-	-	SYM
cana-3472	252	8	391	391	NUM
cana-3472	252	9	[	[	SYM
cana-3472	252	10	10	10	NUM
cana-3472	252	11	]	]	SYM
cana-3472	252	12	ruggiero	ruggiero	PROPN
cana-3472	252	13	,	,	PUNCT
cana-3472	252	14	f.	f.	PROPN
cana-3472	252	15	,	,	PUNCT
cana-3472	252	16	cocchi	cocchi	PROPN
cana-3472	252	17	,	,	PUNCT
cana-3472	252	18	r.	r.	PROPN
cana-3472	252	19	,	,	PUNCT
cana-3472	252	20	&	&	CCONJ
cana-3472	252	21	lamberti	lamberti	PROPN
cana-3472	252	22	,	,	PUNCT
cana-3472	252	23	f.	f.	PROPN
cana-3472	252	24	(	(	PUNCT
cana-3472	252	25	2018	2018	NUM
cana-3472	252	26	)	)	PUNCT
cana-3472	252	27	.	.	PUNCT
cana-3472	253	1	facial	facial	ADJ
cana-3472	253	2	attractiveness	attractiveness	NOUN
cana-3472	253	3	and	and	CCONJ
cana-3472	253	4	facial	facial	ADJ
cana-3472	253	5	proportions	proportion	NOUN
cana-3472	253	6	:	:	PUNCT
cana-3472	253	7	a	a	DET
cana-3472	253	8	comparative	comparative	ADJ
cana-3472	253	9	study	study	NOUN
cana-3472	253	10	between	between	ADP
cana-3472	253	11	aesthetic	aesthetic	ADJ
cana-3472	253	12	rhinoplasty	rhinoplasty	NOUN
cana-3472	253	13	patients	patient	NOUN
cana-3472	253	14	and	and	CCONJ
cana-3472	253	15	people	people	NOUN
cana-3472	253	16	without	without	ADP
cana-3472	253	17	facial	facial	ADJ
cana-3472	253	18	aesthetic	aesthetic	ADJ
cana-3472	253	19	problems	problem	NOUN
cana-3472	253	20	.	.	PUNCT
cana-3472	254	1	journal	journal	NOUN
cana-3472	254	2	of	of	ADP
cana-3472	254	3	craniofacial	craniofacial	ADJ
cana-3472	254	4	surgery	surgery	NOUN
cana-3472	254	5	,	,	PUNCT
cana-3472	254	6	29(7	29(7	PROPN
cana-3472	254	7	)	)	PUNCT
cana-3472	254	8	,	,	PUNCT
cana-3472	254	9	1913	1913	NUM
cana-3472	254	10	-	-	SYM
cana-3472	254	11	1917	1917	NUM
cana-3472	254	12	.	.	PUNCT
cana-3472	255	1	[	[	X
cana-3472	255	2	11	11	NUM
cana-3472	255	3	]	]	X
cana-3472	255	4	r	r	NOUN
cana-3472	255	5	anand	anand	PROPN
cana-3472	255	6	,	,	PUNCT
cana-3472	255	7	dr	dr	PROPN
cana-3472	255	8	s	s	PROPN
cana-3472	255	9	saraswathi	saraswathi	PROPN
cana-3472	255	10	"	"	PUNCT
cana-3472	255	11	knowledge	knowledge	NOUN
cana-3472	255	12	based	base	VERB
cana-3472	255	13	secure	secure	ADJ
cana-3472	255	14	data	datum	NOUN
cana-3472	255	15	streaming	streaming	NOUN
cana-3472	255	16	in	in	ADP
cana-3472	255	17	virtual	virtual	ADJ
cana-3472	255	18	environment"international	environment"international	ADJ
cana-3472	255	19	journal	journal	NOUN
cana-3472	255	20	of	of	ADP
cana-3472	255	21	security	security	NOUN
cana-3472	255	22	and	and	CCONJ
cana-3472	255	23	its	its	PRON
cana-3472	255	24	applications,2014	applications,2014	NOUN
cana-3472	255	25	[	[	X
cana-3472	255	26	12	12	NUM
cana-3472	255	27	]	]	PUNCT
cana-3472	255	28	thirugnanam	thirugnanam	NOUN
cana-3472	255	29	,	,	PUNCT
cana-3472	255	30	u.	u.	PROPN
cana-3472	255	31	;	;	PUNCT
cana-3472	255	32	joseph	joseph	PROPN
cana-3472	255	33	,	,	PUNCT
cana-3472	255	34	n.	n.	PROPN
cana-3472	255	35	;	;	PUNCT
cana-3472	255	36	srikanth	srikanth	PROPN
cana-3472	255	37	,	,	PUNCT
cana-3472	255	38	u.	u.	PROPN
cana-3472	255	39	;	;	PUNCT
cana-3472	255	40	anand	anand	PROPN
cana-3472	255	41	,	,	PUNCT
cana-3472	255	42	r.	r.	PROPN
cana-3472	255	43	"convolutional	"convolutional	PROPN
cana-3472	255	44	neural	neural	ADJ
cana-3472	255	45	network	network	NOUN
cana-3472	255	46	with	with	ADP
cana-3472	255	47	coordinate	coordinate	ADJ
cana-3472	255	48	attention	attention	NOUN
cana-3472	255	49	module	module	NOUN
cana-3472	255	50	for	for	ADP
cana-3472	255	51	the	the	DET
cana-3472	255	52	detection	detection	NOUN
cana-3472	255	53	of	of	ADP
cana-3472	255	54	skin	skin	NOUN
cana-3472	255	55	cancer"international	cancer"international	ADJ
cana-3472	255	56	journal	journal	NOUN
cana-3472	255	57	of	of	ADP
cana-3472	255	58	intelligent	intelligent	ADJ
cana-3472	255	59	engineering	engineering	NOUN
cana-3472	255	60	and	and	CCONJ
cana-3472	255	61	systems	system	NOUN
cana-3472	255	62	,	,	PUNCT
cana-3472	255	63	vol.17	vol.17	ADJ
cana-3472	255	64	,	,	PUNCT
cana-3472	255	65	no.3	no.3	VERB
cana-3472	255	66	,	,	PUNCT
cana-3472	255	67	2024,pp	2024,pp	NUM
cana-3472	255	68	:	:	PUNCT
cana-3472	255	69	341	341	NUM
cana-3472	255	70	351	351	NUM