• DocumentCode
    3181566
  • Title

    A new lip-automatic detection and location algorithm in lip-reading system

  • Author

    Huang, Yong-hui ; Liang, Jian ; Pan, Bao-chang ; Fan, Xiao-yan

  • Author_Institution
    Fac. of Autom., Guangdong Univ. of Technol., Guangzhou, China
  • fYear
    2010
  • fDate
    10-13 Oct. 2010
  • Firstpage
    2402
  • Lastpage
    2405
  • Abstract
    This article realized a method applying Haar features to train Adaboost classifier, and combined skin and lip color separation algorithm to form a self-adaptive skin and lip color separation model, which can dynamically adjust constant parameters of skin and lip separation algorithm based on the result of applying Haar features to train Adaboost classifier. The model can dynamically acquire distribution range of skin color and lip color, and improve the effectiveness and robustness of lip-reading deletion. Applying the method to deal with 4000 image in GENKI database, it successfully detected lip area and had the smaller deviation. Lastly, curve fitting for the edge of the lip region was made to locate lip. The results showed that the method was more effective.
  • Keywords
    Haar transforms; face recognition; image classification; Adaboost classifier; Haar feature; lip color separation algorithm; lip color separation model; lip-automatic detection; lip-reading deletion; lip-reading system; location algorithm; self-adaptive skin; adaboost classification; matrix transformation; self-adaptive skin and lip color separation model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-6586-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.2010.5641954
  • Filename
    5641954