| Presentation | 2003/11/14 A Deformable Template Matching Based Face Recognition System using Prior Information on Facial Expressions Atsushi MATSUI, Simon CLIPPINGDALE, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We introduce two statistical models to handle deformation of input faces due to facial expression for the face recognition using deformable template matching. These models utilize a covariance matrix of feature point locations, and linear approximation of each correlation between variation of node locations and Gabor wavelet coefficients. We carried out an evaluation on a test set of 10 persons in 3 conditions; "neutral", "smiling", and "talking". The result shows that our new models successfully reduce ID-error-rate from 47.2% to 36.7% on the "smiling" data, and do from 24.2% to 15.6% on the "talking" data. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Face Recognition / Deformable Template Matching / Facial Expressions / Variance Covariance Matrix |
| Paper # | PRMU2003-161,HIP2003-67 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 2003/11/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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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) | A Deformable Template Matching Based Face Recognition System using Prior Information on Facial Expressions |
| Sub Title (in English) | |
| Keyword(1) | Face Recognition |
| Keyword(2) | Deformable Template Matching |
| Keyword(3) | Facial Expressions |
| Keyword(4) | Variance Covariance Matrix |
| 1st Author's Name | Atsushi MATSUI |
| 1st Author's Affiliation | Science & Technical Research Laboratories, Japan Broadcasting Corporation() |
| 2nd Author's Name | Simon CLIPPINGDALE |
| 2nd Author's Affiliation | Science & Technical Research Laboratories, Japan Broadcasting Corporation |
| Date | 2003/11/14 |
| Paper # | PRMU2003-161,HIP2003-67 |
| Volume (vol) | vol.103 |
| Number (no) | 455 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |