Improving acne severity detection: a GAN framework with contour accentuation for image deblurring

Teledermatology, a growing field of telemedicine, is widely used to diagnose skin conditions like acne, especially in young adults. Accurate diagnosis depends on clear images, but blurring is a common issue in most images. In particular, for acne images, it obscures acne spots and facial contours, l...

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Detalhes bibliográficos

Principais autores:	Philomina Princiya Mascarenhas, M. S. Sannidhan, Ancilla J. Pinto, Dabis Camero, Jason Elroy Martis
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2025-03-01
Colecção:	Frontiers in Bioinformatics
Assuntos:	generative adversarial networks image deblurring contour accentuation technique teledermatology acne severity detection
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fbinf.2025.1485797/full
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