| Presentation | 2005-10-28 Feature Value Combination for Finger Character Recognition Using a Color Glove Muneyuki OSATO, Motoyuki SUZUKI, Akinori ITO, Shozo MAKINO, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Several finger character recognition systems have been developed for the achievement of the finger character recognition to support communication between hearing-impaired people and a person in normal health. In the systems that utilize color information of the hand image, various feature values are employed. In this paper, several effective feature values for the finger character recognition are examined through some comparison experiment results. In addition, we try to recover errors caused by single feature value by combining multiple feature values. Using feature value combination and the combination by posterior probability, 8% improvement of recognition rate was obtained. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Color Glove / Finger Character / Polar Image / Feature Value Combination |
| Paper # | PRMU2005-105 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2005/10/21(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) | Feature Value Combination for Finger Character Recognition Using a Color Glove |
| Sub Title (in English) | |
| Keyword(1) | Color Glove |
| Keyword(2) | Finger Character |
| Keyword(3) | Polar Image |
| Keyword(4) | Feature Value Combination |
| 1st Author's Name | Muneyuki OSATO |
| 1st Author's Affiliation | Graduate School of Engineering, Tohoku University() |
| 2nd Author's Name | Motoyuki SUZUKI |
| 2nd Author's Affiliation | Graduate School of Engineering, Tohoku University |
| 3rd Author's Name | Akinori ITO |
| 3rd Author's Affiliation | Graduate School of Engineering, Tohoku University |
| 4th Author's Name | Shozo MAKINO |
| 4th Author's Affiliation | Graduate School of Engineering, Tohoku University |
| Date | 2005-10-28 |
| Paper # | PRMU2005-105 |
| Volume (vol) | vol.105 |
| Number (no) | 375 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |