• DocumentCode
    2219595
  • Title

    U-face of applied research in the face recognition

  • Author

    Cheng, Zilong ; Sun, JinGuang ; Lei, Xiuyu

  • Author_Institution
    Liaoning Tech. Univ., Huludao, China
  • Volume
    5
  • fYear
    2010
  • fDate
    20-22 Aug. 2010
  • Abstract
    U-face concept was first proposed to improve the rate of face recognition. U-face is a face recognition normalization model. U-face removes background, hair, and other factors that are not conducive to face recognition; retain only the focus of the face region. In the case of necessary human face images were rotated and histogram normalized. And then describes the Kernel Principal Component Analysis (KPCA) face recognition method. Using KPCA and Principal Component Analysis (PCA) face recognition methods on U-face simulation, simulation results show that the U-face improves the recognition rate.
  • Keywords
    face recognition; principal component analysis; KPCA; PCA; U-face concept; face recognition normalization; histogram normalization; kernel principal component analysis; Face; Face recognition; KPCA; PCA; U-face; face recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on
  • Conference_Location
    Chengdu
  • ISSN
    2154-7491
  • Print_ISBN
    978-1-4244-6539-2
  • Type

    conf

  • DOI
    10.1109/ICACTE.2010.5579192
  • Filename
    5579192