| Presentation | 2002/1/10 Improvement of Identification Algorithms in the Freehand Curve Identifier FSCI Hiroyasu TAKIKAWA, Naofumi YASUFUKU, Sato SAGA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | As a freehand figure recognition engine, we have already proposed a freehand curve identifier FSCI based on the fuzzy theory. We have also studied methods to improve recognition rates of FSCI by optimizing FSCI's parameters using some learning algorithms. This paper newly proposes two methods to improve FSCI's identification algorithms ; one is "improvement of formulation of hypothetical fuzzy models" and the other is "introduction of necessity into fuzzy inference rules." Experimental results show the proposed methods go a long way toward solving such problems that the past parameter optimization methods do not answer to. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Pattern Recongnition / Figure Recognition / Freehand Drawing / Fuzzy Inference / Fuzzy Systems / Human Interface |
| Paper # | 2001-PRMU-201 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2002/1/10(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) | Improvement of Identification Algorithms in the Freehand Curve Identifier FSCI |
| Sub Title (in English) | |
| Keyword(1) | Pattern Recongnition |
| Keyword(2) | Figure Recognition |
| Keyword(3) | Freehand Drawing |
| Keyword(4) | Fuzzy Inference |
| Keyword(5) | Fuzzy Systems |
| Keyword(6) | Human Interface |
| 1st Author's Name | Hiroyasu TAKIKAWA |
| 1st Author's Affiliation | Department of Computer Science and Systems Engineering, Muroran Institute of Technology() |
| 2nd Author's Name | Naofumi YASUFUKU |
| 2nd Author's Affiliation | Department of Computer Science and Systems Engineering, Muroran Institute of Technology |
| 3rd Author's Name | Sato SAGA |
| 3rd Author's Affiliation | Department of Computer Science and Systems Engineering, Muroran Institute of Technology |
| Date | 2002/1/10 |
| Paper # | 2001-PRMU-201 |
| Volume (vol) | vol.101 |
| Number (no) | 568 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |