Face Recognition Using Topological Manifolds Learning

  • Cao Wenming
  • Lu Fei
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3776)


An algorithm of PCA face recognition based on topological manifolds theory is proposed, which based on the sample sets’ topological character in the feature space which is different from “classification”. Compare with the traditional PCA+ NN algorithm, experiments prove its efficiency.


Principal Component Analysis Face Recognition Recognition Rate Face Image Training Image 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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Copyright information

© Springer-Verlag Berlin Heidelberg 2005

Authors and Affiliations

  • Cao Wenming
    • 1
  • Lu Fei
    • 1
  1. 1.Institute of Intelligent Information System, Information CollegeZhejiang University of TechnologyHangzhouChina

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