| Presentation | 2012-10-04 Subunit based Hand Gesture Recognition Yanrung WANG, Atsushi SHIMADA, Takayoshi YAMASHITA, Rin-ichiro TANIGUCHI, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a subunit-based Dynamic Time Warping (DTW) approach to hand gesture recognition. Conventional DTW requires the development of many prototypes to achieve proper performance because of its exemplar-based matching procedure, which leads to an expensive computational load. To solve the problem, we consider hand gestures as hand movement trajectories and share the common sub-movements (subunits) across hand gestures to obtain a smaller training data size and search space to improve recognition performance. Our experimental results show the efficiency and accuracy of the proposed approach. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | hand gesture / gesture recognition / subunit |
| Paper # | PRMU2012-58 |
| Date of Issue |
| Conference Information | |
| Committee | PRMU |
|---|---|
| Conference Date | 2012/9/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Subunit based Hand Gesture Recognition |
| Sub Title (in English) | |
| Keyword(1) | hand gesture |
| Keyword(2) | gesture recognition |
| Keyword(3) | subunit |
| 1st Author's Name | Yanrung WANG |
| 1st Author's Affiliation | Graduate School of Information Science and Electrical Engineering, Kyushu University() |
| 2nd Author's Name | Atsushi SHIMADA |
| 2nd Author's Affiliation | Faculty of Information Science and Electrical Engineering, Kyushu University |
| 3rd Author's Name | Takayoshi YAMASHITA |
| 3rd Author's Affiliation | OMRON Corporation |
| 4th Author's Name | Rin-ichiro TANIGUCHI |
| 4th Author's Affiliation | Faculty of Information Science and Electrical Engineering, Kyushu University |
| Date | 2012-10-04 |
| Paper # | PRMU2012-58 |
| Volume (vol) | vol.112 |
| Number (no) | 225 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |