| Presentation | 2000/9/15 Feature Selection by Cross Validation for Face Detection Takio Kurita, Kazuhiro Hotta, Taketoshi Mishima, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a method to determine the ordering of feature (attention) points for face detection. The method is based on the cross validation. The order is determined by the error rates of the face and non-face classification for test samples. It is comfirmed that high discrimination rate is obtained by checking in the order of the selected feature points. In this paper, the weighted matching by information and Bayes estimation based method are used as face detector. By ordering of the feature points, we can reject the input image as non-face by checking only a small number of feature points. This can speed up the face detection. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Face detection / Cross Validation / Feature Selection |
| Paper # | PRMU2000-82 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2000/9/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | Feature Selection by Cross Validation for Face Detection |
| Sub Title (in English) | |
| Keyword(1) | Face detection |
| Keyword(2) | Cross Validation |
| Keyword(3) | Feature Selection |
| 1st Author's Name | Takio Kurita |
| 1st Author's Affiliation | Electrotechnical Laboratory() |
| 2nd Author's Name | Kazuhiro Hotta |
| 2nd Author's Affiliation | Saitama University |
| 3rd Author's Name | Taketoshi Mishima |
| 3rd Author's Affiliation | Saitama University |
| Date | 2000/9/15 |
| Paper # | PRMU2000-82 |
| Volume (vol) | vol.100 |
| Number (no) | 312 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |