| Presentation | 2000/10/13 Recognition of Human Motion Behaviors using View-based Aspect Model based on Motion Change Takuichi Nishimura, Takushi Sogo, Shinobu Ogi, Ryuichi Oka, Hiroshi Ishiguro, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to obtain flexibility of recognition system of human motion behaviors, "Viewbased Aspect Model based on Motion Change"is proposed which realize the recognition independent of the human-direction. It contains feature vector sequences that were taken from all direction around the human. Next, our appearance-based feature extraction method is demonstrated to be useful for whole body motion recognition. A new technique, spatio-temporal continuous Dynamic Programming, allows human to rotate even when he is doing a motion behavior. The paper shows experimental results using multiple omni-directional vision sensors and evaluate our recognition system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Aspect Model / Motion Understanding / Spatio-temporal Continuous DP |
| Paper # | PRMU2000-96 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2000/10/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | Recognition of Human Motion Behaviors using View-based Aspect Model based on Motion Change |
| Sub Title (in English) | |
| Keyword(1) | Aspect Model |
| Keyword(2) | Motion Understanding |
| Keyword(3) | Spatio-temporal Continuous DP |
| 1st Author's Name | Takuichi Nishimura |
| 1st Author's Affiliation | Real World Computing Partnership() |
| 2nd Author's Name | Takushi Sogo |
| 2nd Author's Affiliation | Kyoto University |
| 3rd Author's Name | Shinobu Ogi |
| 3rd Author's Affiliation | Mathmatical Systems Inc. |
| 4th Author's Name | Ryuichi Oka |
| 4th Author's Affiliation | Real World Computing Partnership |
| 5th Author's Name | Hiroshi Ishiguro |
| 5th Author's Affiliation | Wakayama University |
| Date | 2000/10/13 |
| Paper # | PRMU2000-96 |
| Volume (vol) | vol.100 |
| Number (no) | 360 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |