Face identification from a single example image based on Face-Specific Subspace (FSS)

@article{Shan2002FaceIF,
  title={Face identification from a single example image based on Face-Specific Subspace (FSS)},
  author={Shiguang Shan and Wen Gao and Debin Zhao},
  journal={2002 IEEE International Conference on Acoustics, Speech, and Signal Processing},
  year={2002},
  volume={2},
  pages={II-2125-II-2128}
}
In this paper, a novel face representation, named Face-Specific Subspaces (FSS), is proposed first. Then the corresponding face identification strategy is provided. This method is motivated, but essentially different, from Eigenface. In the proposed method, each face holds one private face subspace, while in Eigenface all faces share one common face subspace. To enable the proposed approach to tackle single example problem, a technique to derive multi-samples from single example is further… CONTINUE READING

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