| Presentation | 2010-05-14 Two-Dimensional Block Kalman Filter with Colored Driving Source for Image Restoration Ryu NAGAYASU, Nari TANABE, Toshihiro FURUKAWA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a robust image restoration method using two-dimensional block Kalman filter with colored driving source. This method aims to achieve high quality image restoration for blur and noise disturbance from the canonical state space models with (i) a state equation composed of the original image, and (ii) an observation equation composed of the original image, blur, and noise. The remarkable feature of the proposed method is realization of high performance image restoration without sacrificing original image despite simple image restoration using only Kalman filter. We show the effectiveness of the proposed method, using numerical results and subjective evaluation results. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Image restoration / blur / noise / two-dimensional block Kalman filter / auto regressive / colored driving source |
| Paper # | IE2010-47,PRMU2010-35,MI2010-35 |
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| Conference Information | |
| Committee | MI |
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| Conference Date | 2010/5/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Medical Imaging (MI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Two-Dimensional Block Kalman Filter with Colored Driving Source for Image Restoration |
| Sub Title (in English) | |
| Keyword(1) | Image restoration |
| Keyword(2) | blur |
| Keyword(3) | noise |
| Keyword(4) | two-dimensional block Kalman filter |
| Keyword(5) | auto regressive |
| Keyword(6) | colored driving source |
| 1st Author's Name | Ryu NAGAYASU |
| 1st Author's Affiliation | Tokyo University of Science, Suwa() |
| 2nd Author's Name | Nari TANABE |
| 2nd Author's Affiliation | Tokyo University of Science, Suwa |
| 3rd Author's Name | Toshihiro FURUKAWA |
| 3rd Author's Affiliation | Tokyo University of Science |
| Date | 2010-05-14 |
| Paper # | IE2010-47,PRMU2010-35,MI2010-35 |
| Volume (vol) | vol.110 |
| Number (no) | 28 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |