| Presentation | 2004/3/19 Sign Language Recognition Using Gesture Component Involved Transition Part Yuji OKAZAWA, Masafumi NISHIDA, Yasuo HORIUCHI, AKira ICHIKAWA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In conventional sign language recognition, methods which recognize a gesture component such as hand form and position and integrate the recognition results have proposed. However, it is necessary to process a transition between sign words in order to recognize a continuous sign language. In the conventional method, there is a problem that a number of models increases so much because the gesture component and transition are modeled separately. Thus, we propose a method which models and recognize by combining the gesture component and transition using hidden Markov model (HMM). We carried out a recognition experiment using eleven gesture component. As a result, a recognition accuracy improved 30% by the proposed method compared with the conventional method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Sign Language Recognition / Gesture Component / Transition / Hidden Markov Model |
| Paper # | WIT2003-65 |
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| Conference Information | |
| Committee | WIT |
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| Conference Date | 2004/3/19(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 | Well-being Information Technology(WIT) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Sign Language Recognition Using Gesture Component Involved Transition Part |
| Sub Title (in English) | |
| Keyword(1) | Sign Language Recognition |
| Keyword(2) | Gesture Component |
| Keyword(3) | Transition |
| Keyword(4) | Hidden Markov Model |
| 1st Author's Name | Yuji OKAZAWA |
| 1st Author's Affiliation | Graduate School of Science and Technology Chiba University() |
| 2nd Author's Name | Masafumi NISHIDA |
| 2nd Author's Affiliation | Graduate School of Science and Technology Chiba University |
| 3rd Author's Name | Yasuo HORIUCHI |
| 3rd Author's Affiliation | Graduate School of Science and Technology Chiba University |
| 4th Author's Name | AKira ICHIKAWA |
| 4th Author's Affiliation | Graduate School of Science and Technology Chiba University |
| Date | 2004/3/19 |
| Paper # | WIT2003-65 |
| Volume (vol) | vol.103 |
| Number (no) | 747 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |