• DocumentCode
    3092926
  • Title

    The Application of Wavelet in Face Image Pre-Processing

  • Author

    Zhang, Chunxiao ; Hu, Yongmei ; Zhang, Tianyi ; An, Heng ; Xu, Wenwen

  • Author_Institution
    Sch. of Control Sci. & Eng., Shandong Univ., Jinan, China
  • fYear
    2010
  • fDate
    18-20 June 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Facial feature recognition is an important direction field of pattern recognition, and is widely used in practical applications. Due to the uncertainty of face recognition by body posture, facial expressions and the environment influenced, there are many difficulties in identifying. So before the human facial feature recognition, we need a series of image processing, including filtering, compression, face location, and adjustment of the face pose. Wavelet Transform is the analytical tools widely used in pattern recognition. In this paper we use the Wavelet Transform and Wavelet Packet Analysis for human face image preprocessing, in order to facilitate the work of face recognition.
  • Keywords
    data compression; face recognition; filtering theory; image coding; wavelet transforms; body posture; face image preprocessing; face location; facial feature recognition; filtering; human facial feature recognition; image compression; pattern recognition; wavelet packet analysis; wavelet transform; Face recognition; Facial features; Humans; Image processing; Image recognition; Pattern recognition; Uncertainty; Wavelet analysis; Wavelet packets; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
  • Conference_Location
    Chengdu
  • ISSN
    2151-7614
  • Print_ISBN
    978-1-4244-4712-1
  • Electronic_ISBN
    2151-7614
  • Type

    conf

  • DOI
    10.1109/ICBBE.2010.5515099
  • Filename
    5515099