| Presentation | 2008-03-13 Bayesian Image Superresolution under Moving Occlusion Wataru FUKUDA, Shin-ichi MAEDA, Atsunori KANEMURA, Shin ISHII, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We deal with image super-resolution that estimates the high resolution image from more than two observed images. In this study, we focus on the image super-resolution problem when the observation noise moves. In the existing studies, noise processes have been assumed to be uniform or fixed. However, it is more plausible to assume the presence of moving noise or moving occlusion when a sequence of video images are taken. For example, satellite images can be occluded by clouds in the sky, clean shots can be obstructed by people at a tourist site, etc. Experiments show that our super-resolution method better performs than the other existing methods. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Image superresolution / variational EM algorithm / spin glasses / moving occlusion |
| Paper # | NC2007-152 |
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| Committee | NC |
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| Conference Date | 2008/3/5(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Bayesian Image Superresolution under Moving Occlusion |
| Sub Title (in English) | |
| Keyword(1) | Image superresolution |
| Keyword(2) | variational EM algorithm |
| Keyword(3) | spin glasses |
| Keyword(4) | moving occlusion |
| 1st Author's Name | Wataru FUKUDA |
| 1st Author's Affiliation | Faculty of Engineering, Kyoto University() |
| 2nd Author's Name | Shin-ichi MAEDA |
| 2nd Author's Affiliation | Graduate School of Information Science Nara Institute of Science and Technology |
| 3rd Author's Name | Atsunori KANEMURA |
| 3rd Author's Affiliation | Faculty of Engineering, Kyoto University |
| 4th Author's Name | Shin ISHII |
| 4th Author's Affiliation | Faculty of Engineering, Kyoto University |
| Date | 2008-03-13 |
| Paper # | NC2007-152 |
| Volume (vol) | vol.107 |
| Number (no) | 542 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |