| Presentation | 2008-02-01 Image Restoration and Interpolation by Radial Basis Function Network Zhenxing PAN, Nobumitsu FUJIWARA, Shinji DOI, Sadatoshi KUMAGAI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A radial basis function network (RBFN) can be applied to image restoration and interpolation. The RBFN is a linear combination of radial basis functions (RBF's) by RBF coefficients. The RBF coefficients are updated by a simple iterative method without calculating inverse matrices. Since the iterative method is so simple, some existing niters can be adopted easily. In this paper, the simple iterative method andε-filter are combined to solve problems of image restoration and interpolation, and shown to be an effective method. The iterative method is extended and applied to image compression also. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | radial basis function network / image restoration and interpolation / iterative method / ε-filter / image compression |
| Paper # | NLP2007-152 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2008/1/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Image Restoration and Interpolation by Radial Basis Function Network |
| Sub Title (in English) | |
| Keyword(1) | radial basis function network |
| Keyword(2) | image restoration and interpolation |
| Keyword(3) | iterative method |
| Keyword(4) | ε-filter |
| Keyword(5) | image compression |
| 1st Author's Name | Zhenxing PAN |
| 1st Author's Affiliation | Division of Electrical, Electronic and Information Engineering, Graduate School of Engineering, Osaka University() |
| 2nd Author's Name | Nobumitsu FUJIWARA |
| 2nd Author's Affiliation | Division of Electrical, Electronic and Information Engineering, Graduate School of Engineering, Osaka University |
| 3rd Author's Name | Shinji DOI |
| 3rd Author's Affiliation | Division of Electrical, Electronic and Information Engineering, Graduate School of Engineering, Osaka University |
| 4th Author's Name | Sadatoshi KUMAGAI |
| 4th Author's Affiliation | Division of Electrical, Electronic and Information Engineering, Graduate School of Engineering, Osaka University |
| Date | 2008-02-01 |
| Paper # | NLP2007-152 |
| Volume (vol) | vol.107 |
| Number (no) | 478 |
| Page | pp.pp.- |
| #Pages | 6 |
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