| Presentation | 2003/7/11 A Technique for Setting Standard Patterns for Image Pattern Recognition Based on Elastic Matching Naoki MATSUMOTO, Seiichi UCHIDA, Hiroaki SAKOE, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A technique for setting standard patterns for image pattern recognition based on elastic matching is investigated. The proposed technique is a kind of clustering techniques, which generally provide standard patterns as the centroids of the distribution of training patterns in pattern space. In conventional clustering techniques, the centroid is defined as the local center of gravity under the metric of the Eucludean distance. Contrary to this, in the proposed technique an elastic matching destance is newly employed as the metric. Thus, the same elastic metching-based metric is consistently used at the standard pattern setting stage and the recognition stage with the proposed technique, whereas different metrics are inconsistently used in those stages with the conventional technique. From experimental results, it was shown that high recognition rates can be attained with the standard patterns provided by the proposed technique because of the consistency of the metric. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Elastic matching / Clustering / Image pattern recognition |
| Paper # | PRMU2003-64,IE2003-34,MVE2003-46 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2003/7/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | 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) | A Technique for Setting Standard Patterns for Image Pattern Recognition Based on Elastic Matching |
| Sub Title (in English) | |
| Keyword(1) | Elastic matching |
| Keyword(2) | Clustering |
| Keyword(3) | Image pattern recognition |
| 1st Author's Name | Naoki MATSUMOTO |
| 1st Author's Affiliation | Graduate School of Information Science and Electrical Engineering, Kyushu University() |
| 2nd Author's Name | Seiichi UCHIDA |
| 2nd Author's Affiliation | Faculty of Information Science and Electrical Engineering, Kyushu University |
| 3rd Author's Name | Hiroaki SAKOE |
| 3rd Author's Affiliation | Faculty of Information Science and Electrical Engineering, Kyushu University |
| Date | 2003/7/11 |
| Paper # | PRMU2003-64,IE2003-34,MVE2003-46 |
| Volume (vol) | vol.103 |
| Number (no) | 208 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |