| Presentation | 2007-02-22 Estimating 3D Human Pose from Silhouette Image using Approximate Chamfer Distance and Kernel Subspace Hui CAO, Noboru OHNISHI, Toshimitsu TANAKA, Noboru SUGIE, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a novel method for estimating 3D human pose from silhouette image. The proposed method includes two major parts: obtaining candidate poses and then re-ranking them. For a query image, a certain number of candidate poses are retrieved efficiently from a two million poses database using a novel approximate chamfer distance. Then, Kernel CCA based re-ranking algorithm assists to improve the rank order of candidate poses. We have demonstrated the effectiveness of our method on synthetic images involving large pose variations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Human Pose Estimation / Chamfer Distance / Eigenspace Approximation / Kernel CCA |
| Paper # | PRMU2006-215,HIP2006-108 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2007/2/15(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 | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Estimating 3D Human Pose from Silhouette Image using Approximate Chamfer Distance and Kernel Subspace |
| Sub Title (in English) | |
| Keyword(1) | Human Pose Estimation |
| Keyword(2) | Chamfer Distance |
| Keyword(3) | Eigenspace Approximation |
| Keyword(4) | Kernel CCA |
| 1st Author's Name | Hui CAO |
| 1st Author's Affiliation | Graduate School of Information Science, Nagoya University() |
| 2nd Author's Name | Noboru OHNISHI |
| 2nd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 3rd Author's Name | Toshimitsu TANAKA |
| 3rd Author's Affiliation | Graduate School of Science and Technology, Meijo University |
| 4th Author's Name | Noboru SUGIE |
| 4th Author's Affiliation | Graduate School of Science and Technology, Meijo University |
| Date | 2007-02-22 |
| Paper # | PRMU2006-215,HIP2006-108 |
| Volume (vol) | vol.106 |
| Number (no) | 538 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |