| Presentation | 2000/1/21 Optimization of Structuring Element of Mathematical Morphology for Image Classification Using Pattern Spectrum Shinya TAKEUCHI, Yukiko KENMOCHI, Kazunori KOTANI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The classifications rate by using pattern spectrum is generally depended on the structuring element of Mathematical Morphology. For the purpose of improving the calssifications rate, we already proposed the optimization method of designing a structuring element that widens distances between dictionary pattern spectra. However, there is a restriction of distance between dictionary pattern spectra that widened by a structuring element. In this paper, we propose a new method by using few structuring elements. We form a structuring element which is designed for dictionary into two groups. And previous process is repeated. We apply the method to texture classification and person identification by nose image, and we ascertain the effectiveness of our method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Mathematical Morphology / Pattern Spectrum / Optimization of Structuring Element / GA |
| Paper # | PRMU99-216 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2000/1/21(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) | Optimization of Structuring Element of Mathematical Morphology for Image Classification Using Pattern Spectrum |
| Sub Title (in English) | |
| Keyword(1) | Mathematical Morphology |
| Keyword(2) | Pattern Spectrum |
| Keyword(3) | Optimization of Structuring Element |
| Keyword(4) | GA |
| 1st Author's Name | Shinya TAKEUCHI |
| 1st Author's Affiliation | Graduate School of Information Science, Japan Advanced Institute of Science and Technology() |
| 2nd Author's Name | Yukiko KENMOCHI |
| 2nd Author's Affiliation | Graduate School of Information Science, Japan Advanced Institute of Science and Technology |
| 3rd Author's Name | Kazunori KOTANI |
| 3rd Author's Affiliation | Graduate School of Information Science, Japan Advanced Institute of Science and Technology |
| Date | 2000/1/21 |
| Paper # | PRMU99-216 |
| Volume (vol) | vol.99 |
| Number (no) | 575 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |