| Presentation | 2001/10/11 Fractal-based Image Disocclusion using Kernel Principal Components Analysis Shintaro IZOE, Yukiko KENMOCHI, Kazunori KOTANI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We provide an automated method to repair broken, occluded images. We call this method an image disocclusion. For estimation of the original image occluded by objects, our disocclusion method exploits fractal and locality of images. Also it operates local images in the whole image as vectors. First, our method obtains some local images which is similar to the occluded image. Using a subspace spanned by these image vectors, our method estimates original image. Accuracy of image estimation also depends on dimension of the subspace. Keeping this in mind, we will next propose the new method of image disocclusion using kernel principal components analysis. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Image Disocclusion / Kernel Principal Components Analysis / Fractal |
| Paper # | PRMU2001-106,NC2001-56 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2001/10/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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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) | Fractal-based Image Disocclusion using Kernel Principal Components Analysis |
| Sub Title (in English) | |
| Keyword(1) | Image Disocclusion |
| Keyword(2) | Kernel Principal Components Analysis |
| Keyword(3) | Fractal |
| 1st Author's Name | Shintaro IZOE |
| 1st Author's Affiliation | Graduate School of Information Science, Japan Advanced Institute of Science and Technology() |
| 2nd Author's Name | Yukiko KENMOCHI |
| 2nd Author's Affiliation | Graduate School of Information Science, Japan Advanced Institute of Science and Technology |
| 3rd Author's Name | Kazunori KOTANI |
| 3rd Author's Affiliation | Graduate School of Information Science, Japan Advanced Institute of Science and Technology |
| Date | 2001/10/11 |
| Paper # | PRMU2001-106,NC2001-56 |
| Volume (vol) | vol.101 |
| Number (no) | 362 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |