| Presentation | 2001/6/21 An Object Recognition Model with Kernel Method and Its Application for Detection of Rotated Faces Noriji Kato, Hitoshi Ikeda, Hirotsugu Kashimura, Masaaki Shimizu, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | An object recognition model is constructed in feature space into which an input vector is mapped by a particular non-linear function. In this model, recognition process is realized by comparison of the mapped input vector to reconstructed vectors that are generated initially and refined iteratively by linear combination of the basis vectors in feature space. The kernel method allows fficient computation of the model in the high dimensional feature space. Some experiments based on our model show effective detection of rotated facial images and description of rotation angle. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Kernel Method / Non-Linear Mapping / Feature Space / Rotated Image / Angle Estimation |
| Paper # | NC2001-15 |
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| Committee | NC |
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| Conference Date | 2001/6/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Object Recognition Model with Kernel Method and Its Application for Detection of Rotated Faces |
| Sub Title (in English) | |
| Keyword(1) | Kernel Method |
| Keyword(2) | Non-Linear Mapping |
| Keyword(3) | Feature Space |
| Keyword(4) | Rotated Image |
| Keyword(5) | Angle Estimation |
| 1st Author's Name | Noriji Kato |
| 1st Author's Affiliation | Corporate Research Center, Fuji Xerox Co., Ltd.() |
| 2nd Author's Name | Hitoshi Ikeda |
| 2nd Author's Affiliation | Corporate Research Center, Fuji Xerox Co., Ltd. |
| 3rd Author's Name | Hirotsugu Kashimura |
| 3rd Author's Affiliation | Corporate Research Center, Fuji Xerox Co., Ltd. |
| 4th Author's Name | Masaaki Shimizu |
| 4th Author's Affiliation | Corporate Research Center, Fuji Xerox Co., Ltd. |
| Date | 2001/6/21 |
| Paper # | NC2001-15 |
| Volume (vol) | vol.101 |
| Number (no) | 153 |
| Page | pp.pp.- |
| #Pages | 8 |
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