| Presentation | 2001/12/14 Feature Extractions by realizing the topology preservation Takanori KUROMATSU, Masayuki KASHIMA, Takayasu FUCHIDA, Sadayuki MURASHIMA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Kohonen Network has been presented as a self-organized feature map to realize the topology preservation between input and output and has been applied to feature extractions in various fields of applications. The topology Representing Network presented by Martinez et al has the same object as the Kohonen Network has been changed so that the topological structure is determined adaptively instead that it is determined beforehand. The feature of input data is considered to be given by the masked Delaunay triangulation and the topology preservation is attained by realizing the masked Delaunay Triangulation of input data coincides with the output shape of the feature extractor. This paper explains the fact the realization of topology preservation means the feature extraction. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Kohonen Network / Topology Representing Network / rate of topology preservation / feature extraction |
| Paper # | PRMU2001-178 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2001/12/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Feature Extractions by realizing the topology preservation |
| Sub Title (in English) | |
| Keyword(1) | Kohonen Network |
| Keyword(2) | Topology Representing Network |
| Keyword(3) | rate of topology preservation |
| Keyword(4) | feature extraction |
| 1st Author's Name | Takanori KUROMATSU |
| 1st Author's Affiliation | Department of Information and Computer Science, Faculty of Engineering, Kagoshima University() |
| 2nd Author's Name | Masayuki KASHIMA |
| 2nd Author's Affiliation | Department of Information and Computer Science, Faculty of Engineering, Kagoshima University |
| 3rd Author's Name | Takayasu FUCHIDA |
| 3rd Author's Affiliation | Department of Information and Computer Science, Faculty of Engineering, Kagoshima University |
| 4th Author's Name | Sadayuki MURASHIMA |
| 4th Author's Affiliation | Department of Information and Computer Science, Faculty of Engineering, Kagoshima University |
| Date | 2001/12/14 |
| Paper # | PRMU2001-178 |
| Volume (vol) | vol.101 |
| Number (no) | 525 |
| Page | pp.pp.- |
| #Pages | 7 |
| Date of Issue | |