| Presentation | 2002/11/4 Image Segmenation using Multiple Multi-Layered Neural Networks Eiji WATANABE, Takashi OZEKI, Hiroshi ISHIKAWA, Takuji HIROTA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Image segmentation plays an important role in image understanding problems. It is necessary for such a method to extract each region consisting of images with enough accuracy. This report proposes an image segmentation method using multiple multi-layered neural Networks (NNs). As well-known, we can obtain compressed representations in the hidden layer, when input patterns are identical with output patterns. However, when images have complex features, single neural network model can not compress them with enough accuracy. In this report, multiple NNs multi-layered neural networks is newly introduced and an image segmentation method is proposed based on the differences among the compression abilities in multiple NNs. Finally, the segmentation results by the proposed method are concretely shown by some experiments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Multi-layered neural network / Data compression / Image segmentation / Modular structure |
| Paper # | NC2002-72 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2002/11/4(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) | Image Segmenation using Multiple Multi-Layered Neural Networks |
| Sub Title (in English) | |
| Keyword(1) | Multi-layered neural network |
| Keyword(2) | Data compression |
| Keyword(3) | Image segmentation |
| Keyword(4) | Modular structure |
| 1st Author's Name | Eiji WATANABE |
| 1st Author's Affiliation | Faculty of Science and Engineering, Konan University() |
| 2nd Author's Name | Takashi OZEKI |
| 2nd Author's Affiliation | Faculty of Engineering, Fukuyama University |
| 3rd Author's Name | Hiroshi ISHIKAWA |
| 3rd Author's Affiliation | Faculty of Engineering, Fukuyama University |
| 4th Author's Name | Takuji HIROTA |
| 4th Author's Affiliation | Faculty of Science, Konan University |
| Date | 2002/11/4 |
| Paper # | NC2002-72 |
| Volume (vol) | vol.102 |
| Number (no) | 430 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |