• DocumentCode
    3363834
  • Title

    The research and implementation of the method of pretreating the face images based on OpenCV machine visual library

  • Author

    Liu Jing ; Xinli Liu ; Guofu Yin

  • Author_Institution
    Dept. of Comput. Sci., Weinan Teachers Coll., Weinan, China
  • Volume
    5
  • fYear
    2011
  • fDate
    12-14 Aug. 2011
  • Firstpage
    2719
  • Lastpage
    2721
  • Abstract
    Two processing algorithms of image enhancement in the process of pretreating facial recgonition, median filtering and histogram equalization, are comparative analysed in this thesis. In this thesis the advantages and usage of Open CV machine visual library are analysed, all the algorithms are come true under the VC++6.0 and Matlab development environment and are experimented on the ORL face library. The result proves that the algorithms of processing the face samples in this thesis have positive effect, much more pertinence and are suitable to pretreat the face images. OpenCV machine visual library can be used as a development tool of facial recognition system.
  • Keywords
    C++ language; face recognition; image enhancement; image sampling; libraries; median filters; visual languages; Matlab development environment; ORL face library; OpenCV machine visual library; VC++6.0; face image; facial recognition system; histogram equalization; image enhancement; median filtering; Face; Face recognition; Filtering; Histograms; Libraries; Noise; Visualization; OpenCV machine visual library; face images; image enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
  • Conference_Location
    Harbin, Heilongjiang, China
  • Print_ISBN
    978-1-61284-087-1
  • Type

    conf

  • DOI
    10.1109/EMEIT.2011.6023595
  • Filename
    6023595