Gabor feature based robust representation and classification for face recognition with Gabor occlusion dictionary

@article{Yang2013GaborFB,
  title={Gabor feature based robust representation and classification for face recognition with Gabor occlusion dictionary},
  author={Meng Meng Yang and Lei Zhang and Simon C. K. Shiu and David Zhang},
  journal={Pattern Recognition},
  year={2013},
  volume={46},
  pages={1865-1878}
}
By representing the input testing image as a sparse linear combination of the training samples via l1-norm minimization, sparse representation based classification (SRC) has shown promising results for face recognition (FR). Particularly, by introducing an identity occlusion dictionary to code the occluded portions of face images, SRC could lead to robust FR results against face occlusion. However, the l1-norm minimization and the high number of atoms in the identity occlusion dictionary make… CONTINUE READING
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