| Presentation | 2008-01-17 A Study on High-Resolution Image Reconstruction and Dpeth Estimation Using Super-Reolution Method Yoshiya KOWASHI, Shin'ichi TAKAGI, Hideyoshi TOMINAGA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This study presents a super-resolution technique to simultaneously estimate the depth and the high-resolution image. Super-resolution method reconstructs a high-resolution image from several observed low-resolution images, which have different displacement with sub-pixel accuracy. When the target surface is a plane, displacement is the same for each pixel in a whole image. Contrary to this, when the target surface is not a plane, displacement is different for each pixel because the depth is different. Hence, we propose an observation model constructed by depth, displacement of whole image, and high-resolution image. Then, we describe a methodology to estimate each element from given images using MAP framework. Finally, validity of the proposed method is shown by some experiments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | super-resolution / image reconstruction / resolution enhancement / depth estimation |
| Paper # | PRMU2007-166 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2008/1/10(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) | A Study on High-Resolution Image Reconstruction and Dpeth Estimation Using Super-Reolution Method |
| Sub Title (in English) | |
| Keyword(1) | super-resolution |
| Keyword(2) | image reconstruction |
| Keyword(3) | resolution enhancement |
| Keyword(4) | depth estimation |
| 1st Author's Name | Yoshiya KOWASHI |
| 1st Author's Affiliation | Graduate School of Global Information and Telecommunication Studies, Waseda University() |
| 2nd Author's Name | Shin'ichi TAKAGI |
| 2nd Author's Affiliation | Global Information and Telecommunication Institute, Waseda University |
| 3rd Author's Name | Hideyoshi TOMINAGA |
| 3rd Author's Affiliation | Graduate School of Global Information and Telecommunication Studies, Waseda University : Global Information and Telecommunication Institute, Waseda University |
| Date | 2008-01-17 |
| Paper # | PRMU2007-166 |
| Volume (vol) | vol.107 |
| Number (no) | 427 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |