| Presentation | 2012-12-12 Sign Language Recognition Considering the Spatial Location of the 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) | We have been studied a Japanese Sign Language (JSL) recognition method using via-points based on the Minimum Jerk Model. In the sign language recognition, extraction of kinematic feature and expression of spatial position relations are important. The via-points representation could reproduce JSL motion efficiently and was superior as feature of motion. In the previous study, we estimated the difference of motion shape instead of spatial location since there was difference in every utterance. However, with the increase of the vocabulary, we were not able to distinguish JSL words performed by similar motions in different spaces. In this report, we investigate a via-points matching method considering the space division method based on the phoneme of JSL to distinguish the similar motion of different words. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Sign Language Recognition / Minimum Jerk Model / Feature of Motion / Via-Points |
| Paper # | NC2012-89 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2012/12/5(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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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 Considering the Spatial Location of the Via-points Based on the Minimum Jerk Model |
| Sub Title (in English) | |
| Keyword(1) | Sign Language Recognition |
| Keyword(2) | Minimum Jerk Model |
| Keyword(3) | Feature of Motion |
| Keyword(4) | Via-Points |
| 1st Author's Name | Shinpei Igari |
| 1st Author's Affiliation | Toyohashi University of Technology() |
| 2nd Author's Name | Naohiro Fukumura |
| 2nd Author's Affiliation | Toyohashi University of Technology |
| Date | 2012-12-12 |
| Paper # | NC2012-89 |
| Volume (vol) | vol.112 |
| Number (no) | 345 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |