| Presentation | 2012-03-30 Human Motion Tracking using 3D Sparse Template on Kinect Data Yohei SHINOMIYA, Hideaki KATO, Takeshi SHAKUNAGA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A 3d sparse template tracker is proposed for human motion tracking when Kinect sensor is available. Motion of the upper half body is tracked in 14D pose space where a point represents a pose of torso and arms. Combining appearance data and depth data, the tracker can efficiently estimate a pose in each frame by a coarse-to-fine pose estimation algorithm. Experimental results show effectiveness of the proposed method on both simulation data and real image sequences. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Human motion tracking / 3d sparse template / Kinect data / articulated object / 14d pose space / coarse-to-fine tracker / cascade pose estimation |
| Paper # | PRMU2011-264,HIP2011-92 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 2012/3/22(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Human Information Processing (HIP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Human Motion Tracking using 3D Sparse Template on Kinect Data |
| Sub Title (in English) | |
| Keyword(1) | Human motion tracking |
| Keyword(2) | 3d sparse template |
| Keyword(3) | Kinect data |
| Keyword(4) | articulated object |
| Keyword(5) | 14d pose space |
| Keyword(6) | coarse-to-fine tracker |
| Keyword(7) | cascade pose estimation |
| 1st Author's Name | Yohei SHINOMIYA |
| 1st Author's Affiliation | Department of Computer Science, Okayama University() |
| 2nd Author's Name | Hideaki KATO |
| 2nd Author's Affiliation | Department of Computer Science, Okayama University |
| 3rd Author's Name | Takeshi SHAKUNAGA |
| 3rd Author's Affiliation | Department of Computer Science, Okayama University |
| Date | 2012-03-30 |
| Paper # | PRMU2011-264,HIP2011-92 |
| Volume (vol) | vol.111 |
| Number (no) | 500 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |