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A novel scheme of face verification using active appearance models

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3 Author(s)
Kun Peng ; Dept. MI, Ecole Centrale de Lyon, Ecully, France ; Liming Chen ; Su Ruan

Face verification and face identification are two main applications for face recognition. Based on the face representation which they use, the current image-based face recognition techniques can be roughly classified into two groups: appearance-based methods and model-based methods. The method presented in this paper focuses on applying model-based methods to face verification. Unfortunately, the existing current model-based schemes are used for the applications of face identification and are not suitable for face verification. A novel scheme, which is custom-built for face verification applications, is therefore proposed in this paper. Active appearance model, a 2D morphable face model, is chosen and applied to realize the proposed scheme.

Published in:

IEEE Conference on Advanced Video and Signal Based Surveillance, 2005.

Date of Conference:

15-16 Sept. 2005