| Presentation | 2008-12-19 Learning Face Appearance based on Adaptive Sparse Template Tracking Tomoyuki TAGUCHI, Keiji SAKABE, Takeshi SHAKUNAGA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Automatic eigentemplate learning is discussed for sparse eigentemplate tracker. In the learning phase, a small number of representative and effective images are selected from a learning sequence when the target object is tracked by an adaptive sparse template tracker. Eigentemplate is gradually updated during the adaptive tracking along with the image selection. Once the eigentemplate learning is accomplished, the sparse template tracker can work with the eigentemplate instead of an adaptive template. Experimental results show our scheme is effective for pose changes and for illumination changes, respectively. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | eigentemplate learning / sparse eigentemplate tracker / adaptive tracker / image selection / WSL model |
| Paper # | PRMU2008-173 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2008/12/11(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 | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Learning Face Appearance based on Adaptive Sparse Template Tracking |
| Sub Title (in English) | |
| Keyword(1) | eigentemplate learning |
| Keyword(2) | sparse eigentemplate tracker |
| Keyword(3) | adaptive tracker |
| Keyword(4) | image selection |
| Keyword(5) | WSL model |
| 1st Author's Name | Tomoyuki TAGUCHI |
| 1st Author's Affiliation | Department of Computer Science, Okayama University() |
| 2nd Author's Name | Keiji SAKABE |
| 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 | 2008-12-19 |
| Paper # | PRMU2008-173 |
| Volume (vol) | vol.108 |
| Number (no) | 363 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |