| Presentation | 2002/1/10 Head Pose Estimation using the Factorization and Subspace method Miki YAMADA, Akiko NAKASHIMA, Kazuhiro FUKUI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a method to make templates for view-based head pose estimation methods. The templates are labeled by their head pose using images from a single camera and the factorization. We also propose the H coordinate which represent head poses independently of the camera position. Numerical experiments show we make the templates by the subspace methods. This method enables us to estimate head poses using subspaces classified by an angle ψ (yaw) of the rotation matrix of H coordinate. Using the proposed method, the video images of moving one's head freely enable us to make the subspaces used for the head pose estimation. The H coordinate proposed in this report makes much of the rotation around the vertical axis, and enables to ignore rotations around the other axes. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | image recognition / head pose estimation / factorization / subspace method / coordinate transformation / rotation matrix |
| Paper # | 2001-PRMU-194 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2002/1/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| 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) | Head Pose Estimation using the Factorization and Subspace method |
| Sub Title (in English) | |
| Keyword(1) | image recognition |
| Keyword(2) | head pose estimation |
| Keyword(3) | factorization |
| Keyword(4) | subspace method |
| Keyword(5) | coordinate transformation |
| Keyword(6) | rotation matrix |
| 1st Author's Name | Miki YAMADA |
| 1st Author's Affiliation | Corporate Research and Development Center, Toshiba Corporation() |
| 2nd Author's Name | Akiko NAKASHIMA |
| 2nd Author's Affiliation | Corporate Research and Development Center, Toshiba Corporation |
| 3rd Author's Name | Kazuhiro FUKUI |
| 3rd Author's Affiliation | Corporate Research and Development Center, Toshiba Corporation |
| Date | 2002/1/10 |
| Paper # | 2001-PRMU-194 |
| Volume (vol) | vol.101 |
| Number (no) | 568 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |