• DocumentCode
    2027952
  • Title

    Classification in face recognition by multiclass probabilistic discriminate analysis

  • Author

    Drira, Wissal ; Ghorbel, Faouzi

  • Author_Institution
    CRISTAL Lab., Univ. of Manouba, Manouba, Tunisia
  • fYear
    2012
  • fDate
    25-28 March 2012
  • Firstpage
    645
  • Lastpage
    648
  • Abstract
    A probabilistic approach for discriminate analysis based on the L2-probabilistic measure of dependence is proposed to classify face images. We compare the proposed algorithms coming from such approach to linear discriminate analysis. The comparison is realized in the mean of the probability of misclassification for an example database of face images.
  • Keywords
    face recognition; image classification; probability; face image classification; face recognition; linear discriminate analysis; multiclass probabilistic discriminate analysis; Error analysis; Face; Kernel; Probabilistic logic; Support vector machine classification; Training; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrotechnical Conference (MELECON), 2012 16th IEEE Mediterranean
  • Conference_Location
    Yasmine Hammamet
  • ISSN
    2158-8473
  • Print_ISBN
    978-1-4673-0782-6
  • Type

    conf

  • DOI
    10.1109/MELCON.2012.6196514
  • Filename
    6196514
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2027952