| Presentation | 2004/3/10 Universality of Scaling Images with Wavelet Transform and Self-Organizing Maps : Formation of degenerated maps by the multi-resolution maps Shinji AKIMOTO, Masatoshi SEKINE, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a multi-resolution map which uses wavelet transform and multi-layer self-organization maps. We show how the distribution of sample in the image space would change using the multi-resolution maps. It is found that the low-resolution map is formed as degenerated map of high-resolution map. Using this property, multi-resolution template matching is performed and the efficiency of a multi-resolution map is shown. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Wavelet Transform / Self-Organizing-Map / Multi-Resolution / Template Matching |
| Paper # | NC2003-144 |
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| Committee | NC |
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| Conference Date | 2004/3/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Universality of Scaling Images with Wavelet Transform and Self-Organizing Maps : Formation of degenerated maps by the multi-resolution maps |
| Sub Title (in English) | |
| Keyword(1) | Wavelet Transform |
| Keyword(2) | Self-Organizing-Map |
| Keyword(3) | Multi-Resolution |
| Keyword(4) | Template Matching |
| 1st Author's Name | Shinji AKIMOTO |
| 1st Author's Affiliation | The Graduate School of Technology, Tokyo University of Agriculture & Technology() |
| 2nd Author's Name | Masatoshi SEKINE |
| 2nd Author's Affiliation | The Faculty of Technology, Tokyo University of Agriculture & Technology |
| Date | 2004/3/10 |
| Paper # | NC2003-144 |
| Volume (vol) | vol.103 |
| Number (no) | 732 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |