| Presentation | 2012-01-26 Image restoration by eigenspace-BPLP method using texture segmentation Youhei FURUYA, Kunio OISHI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The eigenspace-BPLP method that restores the damaged images was proposed by Dr.Amano, et al. This method approximates the missing region by eigenspace that spanned with principal component vectors. The result is obscure if restoring it by major principal component vectors. A clear image will be obtained if a minor principal component vector is also used. However, the reconstruction accuracy deteriorates. This paper presents a new restoration method using texture segmentation. The proposed method restores by different eigenspace for each texture region. Do the experiment to verify the validity, and shows the improvement in restoration accuracy if using minor principal component vectors. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Eigenspace method / BPLP / Texture segmentation / Image restoration / Image interpolation |
| Paper # | SIP2011-93,RCS2011-282 |
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| Conference Information | |
| Committee | RCS |
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| Conference Date | 2012/1/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Radio Communication Systems (RCS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Image restoration by eigenspace-BPLP method using texture segmentation |
| Sub Title (in English) | |
| Keyword(1) | Eigenspace method |
| Keyword(2) | BPLP |
| Keyword(3) | Texture segmentation |
| Keyword(4) | Image restoration |
| Keyword(5) | Image interpolation |
| 1st Author's Name | Youhei FURUYA |
| 1st Author's Affiliation | Graduate School of Bionics,Computer and Media Sciences, Tokyo University of Technology() |
| 2nd Author's Name | Kunio OISHI |
| 2nd Author's Affiliation | Graduate School of Bionics,Computer and Media Sciences, Tokyo University of Technology |
| Date | 2012-01-26 |
| Paper # | SIP2011-93,RCS2011-282 |
| Volume (vol) | vol.111 |
| Number (no) | 404 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |