Image Warping in Dermatological Image Hair Removal
2014; Springer Science+Business Media; Linguagem: Inglês
10.1007/978-3-319-11755-3_18
ISSN1611-3349
AutoresAlexandra Nasonova, Andrey Nasonov, A. S. Krylov, Pechenko Ivan, Alexey Umnov, Н.В. Махнева,
Tópico(s)Generative Adversarial Networks and Image Synthesis
ResumoThe paper focuses on solving the problem of hair removal in dermatology applications. The proposed hair removal algorithm is based on Gabor filtering and PDE-based image reconstruction. It also includes the edge sharpening stage using a new warping algorithm. The idea of warping is to move pixels from the neighborhood of the blurred edge closer to the edge. The proposed technique preserves the overall luminosity and textures of the image, while making the edges sharper and less noisy.
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