Exemplar-Based Image Inpainting Using a Modified Priority Definition.
Exemplar-based algorithms are a popular technique for image inpainting. They mainly have two important phases: deciding the filling-in order and selecting good exemplars. Traditional exemplar-based algorithms are to search suitable patches from source regions to fill in the missing parts, but they h...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2015-01-01
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| Series: | PLoS ONE |
| Online Access: | http://europepmc.org/articles/PMC4619659?pdf=render |
| _version_ | 1828438344404566016 |
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| author | Liang-Jian Deng Ting-Zhu Huang Xi-Le Zhao |
| author_facet | Liang-Jian Deng Ting-Zhu Huang Xi-Le Zhao |
| author_sort | Liang-Jian Deng |
| collection | DOAJ |
| description | Exemplar-based algorithms are a popular technique for image inpainting. They mainly have two important phases: deciding the filling-in order and selecting good exemplars. Traditional exemplar-based algorithms are to search suitable patches from source regions to fill in the missing parts, but they have to face a problem: improper selection of exemplars. To improve the problem, we introduce an independent strategy through investigating the process of patches propagation in this paper. We first define a new separated priority definition to propagate geometry and then synthesize image textures, aiming to well recover image geometry and textures. In addition, an automatic algorithm is designed to estimate steps for the new separated priority definition. Comparing with some competitive approaches, the new priority definition can recover image geometry and textures well. |
| first_indexed | 2024-12-10T20:03:07Z |
| format | Article |
| id | doaj.art-1dc0fced8e284ad8a2a7520400b73407 |
| institution | Directory Open Access Journal |
| issn | 1932-6203 |
| language | English |
| last_indexed | 2024-12-10T20:03:07Z |
| publishDate | 2015-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj.art-1dc0fced8e284ad8a2a7520400b734072022-12-22T01:35:28ZengPublic Library of Science (PLoS)PLoS ONE1932-62032015-01-011010e014119910.1371/journal.pone.0141199Exemplar-Based Image Inpainting Using a Modified Priority Definition.Liang-Jian DengTing-Zhu HuangXi-Le ZhaoExemplar-based algorithms are a popular technique for image inpainting. They mainly have two important phases: deciding the filling-in order and selecting good exemplars. Traditional exemplar-based algorithms are to search suitable patches from source regions to fill in the missing parts, but they have to face a problem: improper selection of exemplars. To improve the problem, we introduce an independent strategy through investigating the process of patches propagation in this paper. We first define a new separated priority definition to propagate geometry and then synthesize image textures, aiming to well recover image geometry and textures. In addition, an automatic algorithm is designed to estimate steps for the new separated priority definition. Comparing with some competitive approaches, the new priority definition can recover image geometry and textures well.http://europepmc.org/articles/PMC4619659?pdf=render |
| spellingShingle | Liang-Jian Deng Ting-Zhu Huang Xi-Le Zhao Exemplar-Based Image Inpainting Using a Modified Priority Definition. PLoS ONE |
| title | Exemplar-Based Image Inpainting Using a Modified Priority Definition. |
| title_full | Exemplar-Based Image Inpainting Using a Modified Priority Definition. |
| title_fullStr | Exemplar-Based Image Inpainting Using a Modified Priority Definition. |
| title_full_unstemmed | Exemplar-Based Image Inpainting Using a Modified Priority Definition. |
| title_short | Exemplar-Based Image Inpainting Using a Modified Priority Definition. |
| title_sort | exemplar based image inpainting using a modified priority definition |
| url | http://europepmc.org/articles/PMC4619659?pdf=render |
| work_keys_str_mv | AT liangjiandeng exemplarbasedimageinpaintingusingamodifiedprioritydefinition AT tingzhuhuang exemplarbasedimageinpaintingusingamodifiedprioritydefinition AT xilezhao exemplarbasedimageinpaintingusingamodifiedprioritydefinition |