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On the image inpainting problem from the viewpoint of a nonlocal Cahn-Hilliard type equation

Motivated by the fact that the fractional Laplacean generates a wider choice of the interpolation curves than the Laplacean or bi-Laplacean, we propose a new non-local partial differential equation inspired by the Cahn-Hilliard model for recovering damaged parts of an image. We also note that our mo...

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Detalles Bibliográficos
Autores principales: Brkić, Antun Lovro, Mitrović, Darko, Novak, Andrej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7474195/
https://www.ncbi.nlm.nih.gov/pubmed/32922975
http://dx.doi.org/10.1016/j.jare.2020.04.015
Descripción
Sumario:Motivated by the fact that the fractional Laplacean generates a wider choice of the interpolation curves than the Laplacean or bi-Laplacean, we propose a new non-local partial differential equation inspired by the Cahn-Hilliard model for recovering damaged parts of an image. We also note that our model is linear and that the computational costs are lower than those for the standard Cahn-Hilliard equation, while the inpainting results remain of high quality. We develop a numerical scheme for solving the resulting equations and provide an example of inpainting showing the potential of our method.