| Presentation | 1998/6/18 Pattern Recognition Method for Metric Space by Four Points Embedding Hideya YOSHIUCHI, Koji TSUDA, Michihiko MINOH, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In solving pattern recognition problem on Euclidean space, prototypes, which represent classes, are defined. On the other hand in solving it on metric space, Nearest Neighbour and K-Nearest Neighbour are frequently used, in which no prototype is defined. In this paper, we propose a new pattern recognition method for metric space that can use the centroid of three patterns in a class. This method is based on the theorem that four points of any metric space can be embedded into Euclidean space by an appropriate metric transform. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | metric space / Nearest Neighbour / embedding / pattern recognition |
| Paper # | PRMU98-29 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 1998/6/18(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) | Pattern Recognition Method for Metric Space by Four Points Embedding |
| Sub Title (in English) | |
| Keyword(1) | metric space |
| Keyword(2) | Nearest Neighbour |
| Keyword(3) | embedding |
| Keyword(4) | pattern recognition |
| 1st Author's Name | Hideya YOSHIUCHI |
| 1st Author's Affiliation | Graduate School of Informatics, Kyoto University() |
| 2nd Author's Name | Koji TSUDA |
| 2nd Author's Affiliation | Electrotechnical Laboratory |
| 3rd Author's Name | Michihiko MINOH |
| 3rd Author's Affiliation | Center for Information and Multimedia Studies, Kyoto University |
| Date | 1998/6/18 |
| Paper # | PRMU98-29 |
| Volume (vol) | vol.98 |
| Number (no) | 126 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |