| Presentation | 2011-03-11 Image Inpainting Based on Energy Minimization Considering Brightness Change, Geometric Transform and Similar Pattern Position Ryo MIYAMOTO, Norihiko KAWAI, Kazumasa YAMAZAWA, Tomokazu SATO, Naokazu YOKOYA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Image inpainting techniques have been widely developed to remove undesired objects in images such as damaged portions of photographs and people who have accidentally entered pictures. Conventionally, the missing parts of an image are completed by minimizing an energy function which is denned based on pattern similarity SSD. In this report, the conventional energy function is extended by considering brightness changes and geometric transform of textures to increase available samples. Moreover, in minimizing the energy function, the positional relationship between adjacent texture patterns is used to decrease the computational cost and generate natural textures. In experiments, the effectiveness of our proposed method is demonstrated using various images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | image inpainting / image completion / energy minimization / geometric transform |
| Paper # | PRMU2010-276 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2011/3/3(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Image Inpainting Based on Energy Minimization Considering Brightness Change, Geometric Transform and Similar Pattern Position |
| Sub Title (in English) | |
| Keyword(1) | image inpainting |
| Keyword(2) | image completion |
| Keyword(3) | energy minimization |
| Keyword(4) | geometric transform |
| 1st Author's Name | Ryo MIYAMOTO |
| 1st Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology() |
| 2nd Author's Name | Norihiko KAWAI |
| 2nd Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology |
| 3rd Author's Name | Kazumasa YAMAZAWA |
| 3rd Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology |
| 4th Author's Name | Tomokazu SATO |
| 4th Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology |
| 5th Author's Name | Naokazu YOKOYA |
| 5th Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology |
| Date | 2011-03-11 |
| Paper # | PRMU2010-276 |
| Volume (vol) | vol.110 |
| Number (no) | 467 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |