| Presentation | 2015-10-08 Ranking model for image inpainting Mariko Isogawa, Dan Mikami, Kosuke Takahashi, Akira Kojima, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A method for blindly predicting inpainted image quality is proposed in this paper. Many existing image inpainting methods need to parameter tuning. However, there is no criteria to find optimal combination of appropriate inpainting methods and parameters. Thus these setting is adjusted by trial and error with observing inpainted result. This paper proposes novel image quality prediction method for inpainted images with no ground truth. We focus on two points as below; (1) Not a quality score but a ordering is important for selecting inpainted results, (2) Continuity unnaturalness around a contour of damaged region highly affect image entire quality. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Learning to rank / Inpainting |
| Paper # | MVE2015-29 |
| Date of Issue | 2015-10-01 (MVE) |
| Conference Information | |
| Committee | MVE / HI-SIG-VR |
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| Conference Date | 2015/10/8(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Minoru Kobayashi(Meiji Univ.) |
| Vice Chair | Yoshinari Kameda(Univ. of Tsukuba) |
| Secretary | Yoshinari Kameda(Keio Univ.) / (Osaka Univ.) |
| Assistant | Reiko Ueoka(Kyushu Univ.) / Masaaki Iiyama(Kyoto Univ.) / Atsunobu Kimura(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Multimedia and Virtual Environment / Special Interest Group on Virtual Reality |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Ranking model for image inpainting |
| Sub Title (in English) | |
| Keyword(1) | Learning to rank |
| Keyword(2) | Inpainting |
| 1st Author's Name | Mariko Isogawa |
| 1st Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 2nd Author's Name | Dan Mikami |
| 2nd Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 3rd Author's Name | Kosuke Takahashi |
| 3rd Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 4th Author's Name | Akira Kojima |
| 4th Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| Date | 2015-10-08 |
| Paper # | MVE2015-29 |
| Volume (vol) | vol.115 |
| Number (no) | MVE-245 |
| Page | pp.pp.49-54(MVE), |
| #Pages | 6 |
| Date of Issue | 2015-10-01 (MVE) |