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Sparsity preserving projections with applications to face recognition

Pattern Recognition · 2009 · Vol. 43(1) · pp. 331–341
Lishan QiaoSongcan ChenXiaoyang Tan
Face and Expression RecognitionSparse and Compressive Sensing TechniquesRemote-Sensing Image ClassificationComputer scienceEmbeddingArtificial intelligenceFace (sociological concept)Dimensionality reductionPattern recognition (psychology)Facial recognition systemInvariant (physics)Regularization (linguistics)Projection (relational algebra)

Funding

  • National Natural Science Foundation of China
  • Nanjing University of Aeronautics and Astronautics
Citations
811
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References
Bayesian Compressive Sensing
IEEE Transactions on Signal Processing · 2008 · 2,375 citations
Efficient and Robust Feature Extraction by Maximum Margin Criterion
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Face recognition using Laplacianfaces
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 3,279 citations
Eigenfaces vs. Fisherfaces: recognition using class specific linear projection
IEEE Transactions on Pattern Analysis and Machine Intelligence · 1997 · 11,705 citations
Regularization and Variable Selection Via the Elastic Net
Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 20,431 citations
Robust Face Recognition via Sparse Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 9,475 citations
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