• DocumentCode
    1888341
  • Title

    Gabor Saliency Map for Face Recognition

  • Author

    Cappelli, Raffaele ; Franco, Annalisa ; Maio, Dario

  • Author_Institution
    Univ. di Bologna, Bologna
  • fYear
    2007
  • fDate
    10-14 Sept. 2007
  • Firstpage
    443
  • Lastpage
    447
  • Abstract
    In this work a novel feature extraction approach for face recognition is proposed. The method is based on the application of Gabor filters to the most significant image locations, determined during the training stage on the basis of a saliency map. The experiments, carried out on well-known datasets, confirm the efficacy of the approach.
  • Keywords
    Gabor filters; face recognition; feature extraction; Gabor filters; Gabor saliency map; face recognition; feature extraction; Data mining; Face recognition; Feature extraction; Frequency domain analysis; Gabor filters; Image analysis; Image databases; Statistical analysis; Wavelet analysis; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Analysis and Processing, 2007. ICIAP 2007. 14th International Conference on
  • Conference_Location
    Modena
  • Print_ISBN
    978-0-7695-2877-9
  • Type

    conf

  • DOI
    10.1109/ICIAP.2007.4362818
  • Filename
    4362818
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1888341