| Presentation | 2014-10-09 Reduction and Synthesis of Feature Values for High Quality of Experience Image Completion Mariko ISOGAWA, Dan MIKAMI, Akira KOJIMA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a new framework to repair damaged images and videos not in an original feature space but in a projected lower dimensional feature space to achieve effective completion even when a damaged area includes complex structures and changes in color. Photos and videos that we take sometimes include unintended objects, e.g., hiding main subjects or distracting background objects. Many techniques for removing and restoring such missing/damaged areas have been proposed; most of them assume that such areas can be recovered from an image/video database. However, these previous technique's assumptions does not hold when the restoring target contains complex structures or color distribution. To solve this problem, we propose a novel framework that consists of two steps. First, an image/video will be repaired in a projected low dimensional feature space. Then an inverse-projection is used to generate the restored image. With our proposed framework, missing areas with complex structure or color can be well repaired. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Completion / Inpainting / Diminished Reality |
| Paper # | MVE2014-37 |
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| Conference Information | |
| Committee | MVE |
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| Conference Date | 2014/10/2(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 | Media Experience and Virtual Environment (MVE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Reduction and Synthesis of Feature Values for High Quality of Experience Image Completion |
| Sub Title (in English) | |
| Keyword(1) | Completion |
| Keyword(2) | Inpainting |
| Keyword(3) | Diminished Reality |
| 1st Author's Name | Mariko ISOGAWA |
| 1st Author's Affiliation | NTT Media Intelligence Laboratories() |
| 2nd Author's Name | Dan MIKAMI |
| 2nd Author's Affiliation | NTT Media Intelligence Laboratories |
| 3rd Author's Name | Akira KOJIMA |
| 3rd Author's Affiliation | NTT Media Intelligence Laboratories |
| Date | 2014-10-09 |
| Paper # | MVE2014-37 |
| Volume (vol) | vol.114 |
| Number (no) | 239 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |