| Presentation | 2010-02-15 A Note on Upgrade of 3D Model Based Pose Estimation Using Parametric Eigenspace Method Kohsuke KADONO, Takahiro OGAWA, Miki HASEYAMA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a pose estimation method using the parametric eigenspace method. The proposed method obtains an eigenspace from a set of silhouette images which are generated from the 3D model of an articulated object. Next, a manifold is constructed by interpolating the silhouette images projected to the eigenspace. Furthermore, the proposed method projects a silhouette of a target object to the eigenspace and estimates optimal parameters by calculating a distance between the projected silhouette and the manifold. In this procedure, we represent the target articulated object as a tree structure. Then, by calculating the parameters from a root node, we realize the reduction of pose estimation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | parametric eigenspace method / articulated object / pose estimation / 3D model / silhouette |
| Paper # | ITS2009-37,IE2009-131 |
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| Conference Information | |
| Committee | ITS |
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| Conference Date | 2010/2/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Intelligent Transport Systems Technology (ITS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Note on Upgrade of 3D Model Based Pose Estimation Using Parametric Eigenspace Method |
| Sub Title (in English) | |
| Keyword(1) | parametric eigenspace method |
| Keyword(2) | articulated object |
| Keyword(3) | pose estimation |
| Keyword(4) | 3D model |
| Keyword(5) | silhouette |
| 1st Author's Name | Kohsuke KADONO |
| 1st Author's Affiliation | Graduate School of Information Science and Technology, Hokkaido University() |
| 2nd Author's Name | Takahiro OGAWA |
| 2nd Author's Affiliation | Graduate School of Information Science and Technology, Hokkaido University |
| 3rd Author's Name | Miki HASEYAMA |
| 3rd Author's Affiliation | Graduate School of Information Science and Technology, Hokkaido University |
| Date | 2010-02-15 |
| Paper # | ITS2009-37,IE2009-131 |
| Volume (vol) | vol.109 |
| Number (no) | 414 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |