Face recognition based on face-specific subspace

@article{Shan2003FaceRB,
  title={Face recognition based on face-specific subspace},
  author={Shiguang Shan and Wen Gao and Debin Zhao},
  journal={Int. J. Imaging Systems and Technology},
  year={2003},
  volume={13},
  pages={23-32}
}
In this article, we present an individual appearance model based method, named face-specific subspace (FSS), for recognizing human faces under variation in lighting, expression, and viewpoint. This method derives from the traditional Eigenface but differs from it in essence. In Eigenface, each face image is represented as a point in a low-dimensional face subspace shared by all faces; however, the experiments conducted show one of the demerits of such a strategy: it fails to accurately… CONTINUE READING
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