| Presentation | 2007-11-19 A Moving Image Generation Based on Sequential Backward Projection in Self-Organizing Map Takahiro ISHIGUMA, Hiroshi WAKUYA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A self-organizing map (SOM) is a topology-preserving projector between the input and the competitive layers. Recently, a new method of pattern generation based on the backward projection from the competitive layer to the input layer is proposed. As an advanced version of this model, an extension to moving image generation by means of sequential backward projection is proposed in this article. In order to confirm its effectiveness, some computer simulations are tried with simple images. As a result, it is found that the proposed method shows good performance. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | self-organizing map / backward projection / pattern generation / moving image |
| Paper # | NC2007-68 |
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| Committee | NC |
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| Conference Date | 2007/11/11(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) | A Moving Image Generation Based on Sequential Backward Projection in Self-Organizing Map |
| Sub Title (in English) | |
| Keyword(1) | self-organizing map |
| Keyword(2) | backward projection |
| Keyword(3) | pattern generation |
| Keyword(4) | moving image |
| 1st Author's Name | Takahiro ISHIGUMA |
| 1st Author's Affiliation | Faculty of Science and Engineering, Saga University() |
| 2nd Author's Name | Hiroshi WAKUYA |
| 2nd Author's Affiliation | Faculty of Science and Engineering, Saga University |
| Date | 2007-11-19 |
| Paper # | NC2007-68 |
| Volume (vol) | vol.107 |
| Number (no) | 328 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |