| Presentation | 2005-09-22 Application of Global Sensing to Handwriting Analysis Akira YANO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Global Sensing is sensing about a total characteristic which does not depend on a characteristic of a limited part. It is hoped that recognition rate is improvement by adding this to conventional pattern recognition. I applied this method to handwriting analysis here. In the beginning I extract a few preprocessing data such as length and the horizontal ratio normalized by the printing type, etc., and lead them to a perceptron type learning machine. It judges handwriting of three subjects justly. I did experiments increasing subjects and got the result that indicates the effectiveness of Global Sensing. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | global sensing / pattern recognition / perceptrons / machine learning / handwriting analysis |
| Paper # | NLC2005-51,PRMU2005-78 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2005/9/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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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) | Application of Global Sensing to Handwriting Analysis |
| Sub Title (in English) | |
| Keyword(1) | global sensing |
| Keyword(2) | pattern recognition |
| Keyword(3) | perceptrons |
| Keyword(4) | machine learning |
| Keyword(5) | handwriting analysis |
| 1st Author's Name | Akira YANO |
| 1st Author's Affiliation | Tokyo University of Technology() |
| Date | 2005-09-22 |
| Paper # | NLC2005-51,PRMU2005-78 |
| Volume (vol) | vol.105 |
| Number (no) | 302 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |