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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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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. |
format | Online Article Text |
id | pubmed-7474195 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT brkicantunlovro ontheimageinpaintingproblemfromtheviewpointofanonlocalcahnhilliardtypeequation AT mitrovicdarko ontheimageinpaintingproblemfromtheviewpointofanonlocalcahnhilliardtypeequation AT novakandrej ontheimageinpaintingproblemfromtheviewpointofanonlocalcahnhilliardtypeequation |