| Presentation | 2001/11/8 Selective Integration of Local Certainties of Face for Face Detection Toshihiko KAKU, Takio KURITA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a selective integration method of local classifiers for face detection. Local classifiers are assigned to each pixel in the template face image and are trained by linear discriminant analysis to classify "face" and "not face" using the local features around the pixel. These simple local classifiers are selectively integrated by using the simple distance measure. The selection of the classifiers is determined in terms of the classification ability to the unknown face and non-face images (cross validation). Such selective integration can reduce the misclassifications and improve the face detection. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | face detection / photograph / discriminant analysis / feature selection / integration of local decision |
| Paper # | PRMU2001-118,HIP2001-21,MVE2001-80 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 2001/11/8(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 | Human Information Processing (HIP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Selective Integration of Local Certainties of Face for Face Detection |
| Sub Title (in English) | |
| Keyword(1) | face detection |
| Keyword(2) | photograph |
| Keyword(3) | discriminant analysis |
| Keyword(4) | feature selection |
| Keyword(5) | integration of local decision |
| 1st Author's Name | Toshihiko KAKU |
| 1st Author's Affiliation | Fuji Photo Film, Miyanodai Technology Development Center() |
| 2nd Author's Name | Takio KURITA |
| 2nd Author's Affiliation | Neuroscience Research Institute, National Institute of Advanced Industrial Science and Technology (AIST) |
| Date | 2001/11/8 |
| Paper # | PRMU2001-118,HIP2001-21,MVE2001-80 |
| Volume (vol) | vol.101 |
| Number (no) | 423 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |