| Presentation | 2003/11/14 Image Understanding The Japanese Tea Ceremony Based On Stochastic Context-Free Grammar Humikazu MITOMI, Fuyuki FUJIWARA, Masanobu YAMAMOTO, Taisuke SATO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper describes a new approach for gesture recognition using stochastic context-free grammar (SCFG). Existing SCFG approach consists of series of generating terminals, parsing and recognition. This process may lack important information on the way and result into false recognition. Our system keeps all information until the final stage in the recognition. To input action, we generate and keep potential terminal symbols with some reliability. A probability measure is assigned to each production rule to specify a class of the "temae". After parsing the terminal symbols, we estimate a distance between the input action and any "temae" by multiplying the reliability with the probability. The nearest "temae" is a result of the recognition. Our system can lead an optimal solution for gesture recognition. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Gesture recognition / Japanese tea ceremony / Temae / Stochastic context-free grammar / Motion capture |
| Paper # | PRMU2003-151,HIP2003-57 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2003/11/14(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 | 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) | Image Understanding The Japanese Tea Ceremony Based On Stochastic Context-Free Grammar |
| Sub Title (in English) | |
| Keyword(1) | Gesture recognition |
| Keyword(2) | Japanese tea ceremony |
| Keyword(3) | Temae |
| Keyword(4) | Stochastic context-free grammar |
| Keyword(5) | Motion capture |
| 1st Author's Name | Humikazu MITOMI |
| 1st Author's Affiliation | Graduate School of Science and Technology() |
| 2nd Author's Name | Fuyuki FUJIWARA |
| 2nd Author's Affiliation | Fujitsu |
| 3rd Author's Name | Masanobu YAMAMOTO |
| 3rd Author's Affiliation | Faculty of Engineering, Niigata University |
| 4th Author's Name | Taisuke SATO |
| 4th Author's Affiliation | Tokyo Institute of Technology |
| Date | 2003/11/14 |
| Paper # | PRMU2003-151,HIP2003-57 |
| Volume (vol) | vol.103 |
| Number (no) | 453 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |