Presentation | 2007-09-04 Automatic Frontal Face Recognition Using Gradient Features Wataru OHYAMA, Tetsushi WAKABAYASHI, Fumitaka KIMURA, |
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Abstract(in English) | We propose an automatic frontal face recognition method using gradient features. Our proposed method consists of three main stages: 1) face detection, 2) detection of tight bounding box of face using the result of facial feature extraction and 3) face recognition. In each stage, we use the gradient of image instead of pixel values. Face recognition experiments based on CSU Face identification Evaluation scheme using FERET database suggests that the gradient features has better performance than conventional pixel-based face recognition. |
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Paper # | PRMU2007-70,HIP2007-79 |
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Committee | PRMU |
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Conference Date | 2007/8/27(1days) |
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Registration To | Pattern Recognition and Media Understanding (PRMU) |
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Language | ENG |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Automatic Frontal Face Recognition Using Gradient Features |
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1st Author's Name | Wataru OHYAMA |
1st Author's Affiliation | Graduate School of Engineering, Mie University() |
2nd Author's Name | Tetsushi WAKABAYASHI |
2nd Author's Affiliation | Graduate School of Engineering, Mie University |
3rd Author's Name | Fumitaka KIMURA |
3rd Author's Affiliation | Graduate School of Engineering, Mie University |
Date | 2007-09-04 |
Paper # | PRMU2007-70,HIP2007-79 |
Volume (vol) | vol.107 |
Number (no) | 206 |
Page | pp.pp.- |
#Pages | 6 |
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