• DocumentCode
    1338755
  • Title

    Regularized Discriminant Analysis for Holistic Human Activity Recognition

  • Author

    Mandal, Bappaditya ; Eng, How-Lung

  • Author_Institution
    Inst. for Infocomm Res., A*STAR, Singapore, Singapore
  • Volume
    27
  • Issue
    1
  • fYear
    2012
  • Firstpage
    21
  • Lastpage
    31
  • Abstract
    A holistic or appearance-based eigenfeature regularization methodology based on a three-parameter eigenmodel improves computer recognition of human activity.
  • Keywords
    computer vision; object recognition; appearance-based eigenfeature regularization methodology; holistic human activity computer recognition; regularized discriminant analysis; three-parameter eigenmodel; Eigenvalues and eigenfunctions; Face recognition; Feature extraction; Human factors; Noise Measurement; Principal component analysis; activity recognition; feature extraction; linear discriminant analysis; subspace methods;
  • fLanguage
    English
  • Journal_Title
    Intelligent Systems, IEEE
  • Publisher
    ieee
  • ISSN
    1541-1672
  • Type

    jour

  • DOI
    10.1109/MIS.2010.114
  • Filename
    5590233
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1338755