• DocumentCode
    2986859
  • Title

    An Application Study on Facial Expression Recognition Based on Gabor Wavelets

  • Author

    Bai, Xiao-Bo ; Ou, Jun ; Wu, Qing-Xiu ; Chen, Yi-Zhuo

  • Author_Institution
    Dept. of Network Eng., Hainan Software Profession Inst., Qionghai, China
  • fYear
    2009
  • fDate
    18-20 Jan. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The expression of Gabor wavelet filter is provided, it is explored in detail. In according to actual demand, a new multichannel filter based Gabor wavelet is designed based on theory and practicality. Its center frequency is the range from low frequency to high frequency, its orientation is 6 and scale is 6. It can extract the feature of low quality facial expression image target, and have good robust for automatic facial expression recognition. Experimental results show that the performance of the proposed method is excellent when it is applied to facial expression recognition system.
  • Keywords
    Gabor filters; face recognition; feature extraction; wavelet transforms; Gabor wavelet filter; automatic facial expression recognition; feature extraction; multichannel filter; Application software; Face recognition; Feature extraction; Filtering theory; Frequency; Gabor filters; Humans; Image recognition; Robustness; Target recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Network and Multimedia Technology, 2009. CNMT 2009. International Symposium on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-5272-9
  • Type

    conf

  • DOI
    10.1109/CNMT.2009.5374558
  • Filename
    5374558