Recognition of expression variant faces using weighted subspaces

@article{Zhang2004RecognitionOE,
  title={Recognition of expression variant faces using weighted subspaces},
  author={Yongbin Zhang and Aleix M. Mart{\'i}nez},
  journal={Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.},
  year={2004},
  volume={3},
  pages={149-152 Vol.3}
}
In the past decade or so, subspace methods have been largely used in face recognition - generally with quite success. Subspace approaches, however, generally assume the training data represents the full spectrum of image variations. Unfortunately, in face recognition applications one usually has an under-represented training set. A known example is that posed by images bearing different expressions; i.e., where the facial expressions in the training image and in the testing image diverge. If… CONTINUE READING
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Matching Expression Variant Faces

  • A. M. Martinez
  • Vision Research 43(9):1047-1060, 2003.
  • 2003
1 Excerpt

Face Image Analysis by Unsupervised Learning

  • M. S. Bartlett
  • Kluwer Academic,Dordrecht, 2001.
  • 2001
2 Excerpts

Two- and Three-Dimensional Patterns of the Face

  • P. L. Hallinan, G. G. Gordon, A. L. Yuille, P. Giblin, D. Mumford
  • AK Peters, 1999.
  • 1999
1 Excerpt

The AR face database

  • A. M. Martinez, R. Benavente
  • CVC Tech.Rep. 24,June 1998.
  • 1998
1 Excerpt

An informationmaximization approach to blind seperation and blind deconvolution

  • A. J. Bell, T. J. Sejnowski
  • IEEE Trans . PAMI
  • 1997

Eigenfaces vs.Fisherfaces

  • P. N. Belhummeour, J. P. Hespanha, D. J. Kriegman
  • IEEE Trans. PAMI 19(7):711- 720,1997.
  • 1997
2 Excerpts

Linear Object Class and Image Synthesis from single example view

  • T. Poggio
  • IEEE Trans . PAMI
  • 1997

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