| Presentation | 1998/3/19 Self-organization and recognition based on hand-shape data obtained by a data-glove Hitoshi Tomita, Masumi Ishikawa, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a hand-shape recognition method by using a data-glove and Kohonen's self-organizing map. We classify the relation between a size of a competitive layer and the rate of recognition in self-organization. Furthermore, we propose an algorithm which decides the boundaries between classes on a competitive layer in order to overcome the ambiguity between classes on a Kohonen's self-organizing map. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | neural network / self-organizing map / data-glove / hand-shape recognition / labeling unsupervised clustering |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1998/3/19(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| 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) | Self-organization and recognition based on hand-shape data obtained by a data-glove |
| Sub Title (in English) | |
| Keyword(1) | neural network |
| Keyword(2) | self-organizing map |
| Keyword(3) | data-glove |
| Keyword(4) | hand-shape recognition |
| Keyword(5) | labeling unsupervised clustering |
| 1st Author's Name | Hitoshi Tomita |
| 1st Author's Affiliation | Faculty of Computer Science and Systems Engineering Kyushu Institute of Technology() |
| 2nd Author's Name | Masumi Ishikawa |
| 2nd Author's Affiliation | Faculty of Computer Science and Systems Engineering Kyushu Institute of Technology |
| Date | 1998/3/19 |
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| Volume (vol) | vol.97 |
| Number (no) | 623 |
| Page | pp.pp.- |
| #Pages | 8 |
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