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A Novel Scheme of Face Verification using Active Appearance Models

Abstract : 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.
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Submitted on : Monday, September 18, 2017 - 2:37:56 PM
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Kun Peng, Liming Chen, Su Ruan. A Novel Scheme of Face Verification using Active Appearance Models. IEEE Conference on Advanced Video and Signal based Surveillance, AVSS 2005, Sep 2005, Como, Italy. pp.247-252, ⟨10.1109/AVSS.2005.1577275⟩. ⟨hal-01589335⟩



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