| Presentation | 2013-03-12 Word Recognition :Method of Sign Language Movement from Multiple speakers Using Via-points Based on the Minimum Jerk Model Shinpei IGARI, Naohiro FUKUMURA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Feature extraction from movements and a pattern matching methods are major challenges in the word recognition of sign language represented by human arm movements. We have proposed the method that via-points, which is extracted based on the minimum jerk model is used as the feature of the arm movements. In this study, we apply DP matching to pattern matching method for extracted discrete via-points in order to compare the dictionary data from other subjects' movements since the number of the via-points in the same word may be different. The proposed method adding the weight depending on the time information to the recurrence formula of DP matching scored high accuracy in the recognition experiment using the multiple speakers' sign word movements. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Sign Language Recognition / Multi-speaker / Minimum Jerk Model / Via-Points / DP matching |
| Paper # | IMQ2012-80,IE2012-184,MVE2012-141,WIT2012-90 |
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| Conference Information | |
| Committee | IE |
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| Conference Date | 2013/3/4(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Image Engineering (IE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Word Recognition :Method of Sign Language Movement from Multiple speakers Using Via-points Based on the Minimum Jerk Model |
| Sub Title (in English) | |
| Keyword(1) | Sign Language Recognition |
| Keyword(2) | Multi-speaker |
| Keyword(3) | Minimum Jerk Model |
| Keyword(4) | Via-Points |
| Keyword(5) | DP matching |
| 1st Author's Name | Shinpei IGARI |
| 1st Author's Affiliation | Department of Computer Science and Engineering, Toyohashi University of Technology() |
| 2nd Author's Name | Naohiro FUKUMURA |
| 2nd Author's Affiliation | Department of Computer Science and Engineering, Toyohashi University of Technology |
| Date | 2013-03-12 |
| Paper # | IMQ2012-80,IE2012-184,MVE2012-141,WIT2012-90 |
| Volume (vol) | vol.112 |
| Number (no) | 473 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |