Efficient statistical face recognition across pose using Local Binary Patterns and Gabor wavelets

@article{Vu2009EfficientSF,
  title={Efficient statistical face recognition across pose using Local Binary Patterns and Gabor wavelets},
  author={Ngoc-Son Vu and Alice Caplier},
  journal={2009 IEEE 3rd International Conference on Biometrics: Theory, Applications, and Systems},
  year={2009},
  pages={1-5}
}
The performance of face recognition systems can be dramatically degraded when the pose of the probe face is different from the gallery face. In this paper, we present a pose robust face recognition model, centered on modeling how face patches change in appearance as the viewpoint varies. We present a novel model based on two robust local appearance descriptors, Gabor wavelets and Local Binary Patterns (LBP). These two descriptors have been widely exploited for face recognition and different… CONTINUE READING

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