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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
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author Brkić, Antun Lovro
Mitrović, Darko
Novak, Andrej
author_facet Brkić, Antun Lovro
Mitrović, Darko
Novak, Andrej
author_sort Brkić, Antun Lovro
collection PubMed
description 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.
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spelling pubmed-74741952020-09-11 On the image inpainting problem from the viewpoint of a nonlocal Cahn-Hilliard type equation Brkić, Antun Lovro Mitrović, Darko Novak, Andrej J Adv Res Article 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. Elsevier 2020-05-15 /pmc/articles/PMC7474195/ /pubmed/32922975 http://dx.doi.org/10.1016/j.jare.2020.04.015 Text en © 2020 The Authors. Published by Elsevier B.V. on behalf of Cairo University. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Brkić, Antun Lovro
Mitrović, Darko
Novak, Andrej
On the image inpainting problem from the viewpoint of a nonlocal Cahn-Hilliard type equation
title On the image inpainting problem from the viewpoint of a nonlocal Cahn-Hilliard type equation
title_full On the image inpainting problem from the viewpoint of a nonlocal Cahn-Hilliard type equation
title_fullStr On the image inpainting problem from the viewpoint of a nonlocal Cahn-Hilliard type equation
title_full_unstemmed On the image inpainting problem from the viewpoint of a nonlocal Cahn-Hilliard type equation
title_short On the image inpainting problem from the viewpoint of a nonlocal Cahn-Hilliard type equation
title_sort on the image inpainting problem from the viewpoint of a nonlocal cahn-hilliard type equation
topic Article
url 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
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