• DocumentCode
    3592445
  • Title

    Incorporating corner information for mouth feature extraction

  • Author

    Tan, Hua-Chun ; Zhang, Yu-Jin

  • Author_Institution
    Dept. of Transp. Eng., Beijing Inst. of Technol., Beijing
  • Volume
    5
  • fYear
    2008
  • Firstpage
    2909
  • Lastpage
    2913
  • Abstract
    Mouth feature extraction is of crucial importance for face recognition. Deformable template is an efficient model for this task. However, it suffers from the problems of local minima and low convergence speed. To fill this gap, in this paper, a new energy function is proposed, which emphasizes on corner information ignored in previous methods. Thus, the energy function can reflect the properties of mouth feature effectively. Experimental results show the new method is robust.
  • Keywords
    face recognition; feature extraction; corner information; deformable template; energy function; face recognition; mouth feature extraction; Convergence; Cybernetics; Data mining; Face recognition; Feature extraction; Human computer interaction; Machine learning; Mouth; Robustness; Shape measurement; Deformable Template; Mouth feature; Tracking ability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2008 International Conference on
  • Print_ISBN
    978-1-4244-2095-7
  • Electronic_ISBN
    978-1-4244-2096-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2008.4620905
  • Filename
    4620905