Presentation | 2012-10-04 Subunit based Hand Gesture Recognition Yanrung WANG, Atsushi SHIMADA, Takayoshi YAMASHITA, Rin-ichiro TANIGUCHI, |
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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 |
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Committee | PRMU |
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Conference Date | 2012/9/27(1days) |
Place (in Japanese) | (See Japanese page) |
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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) | 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 |
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