| Presentation | 2015-03-20 Study of Early Event Recognition Based on 3D Positions of Joints of Human Bodies : Utilizing Skeletons Based on Relative Positions of Joints of Human Bodies in a Lie Group and Max-Margin Early Event Detectors Naotomo TATEMATSU, Jun OHYA, Larry S. DAVIS, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a method for detecting early events by utilizing 3D Positions of Joints of Human Bodies in RGB and Depth (RGBD) image sequences acquired by Kinect[○!C]. Our method incorporates features based on relative positions of joints of human bodies in a Lie Group into the max-margin early event detectors. Experiments using multiple human actions in real color and depth image sequences demonstrate the effectiveness of our method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Kinect / Early Event Detection / MMED / Skelton |
| Paper # | BioX2014-77,PRMU2014-197 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2015/3/12(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) | Study of Early Event Recognition Based on 3D Positions of Joints of Human Bodies : Utilizing Skeletons Based on Relative Positions of Joints of Human Bodies in a Lie Group and Max-Margin Early Event Detectors |
| Sub Title (in English) | |
| Keyword(1) | Kinect |
| Keyword(2) | Early Event Detection |
| Keyword(3) | MMED |
| Keyword(4) | Skelton |
| 1st Author's Name | Naotomo TATEMATSU |
| 1st Author's Affiliation | Graduate School of Global Information and Telecommunication Studies, Waseda University() |
| 2nd Author's Name | Jun OHYA |
| 2nd Author's Affiliation | Graduate School of Global Information and Telecommunication Studies, Waseda University |
| 3rd Author's Name | Larry S. DAVIS |
| 3rd Author's Affiliation | University of Maryland |
| Date | 2015-03-20 |
| Paper # | BioX2014-77,PRMU2014-197 |
| Volume (vol) | vol.114 |
| Number (no) | 521 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |