• DocumentCode
    2921455
  • Title

    Study on Pre-processing Algorithm in Face Recognition

  • Author

    Lang, Li-ying ; Bao, Zi-min ; Du, Yan-hua

  • Author_Institution
    Coll. of Inf. & Electr. Eng., Hebei Univ. of Eng., Handan, China
  • Volume
    1
  • fYear
    2009
  • fDate
    21-22 Nov. 2009
  • Firstpage
    272
  • Lastpage
    274
  • Abstract
    In this paper, the face recognition pre-processing algorithm was discussed, which phase correlation algorithm based on FFT is applied to the face recognition. It is a widely used method of image registration, which is used to correct the geometric distortion of translation and rotation in the facial images. The simulation experimental results show that the algorithm mentioned in this paper has the advantages of good real-time and high performance in the correction of facial images, and moreover it can improve the image quality and remove noise.
  • Keywords
    face recognition; fast Fourier transforms; image denoising; image registration; FFT; face recognition; geometric distortion; image quality; image registration; phase correlation algorithm; preprocessing algorithm; Educational institutions; Face recognition; Fourier transforms; Frequency domain analysis; Humans; Image quality; Image recognition; Image registration; Information technology; Standardization; FFT; face recognition; image registration; phase correlation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Information Technology Application, 2009. IITA 2009. Third International Symposium on
  • Conference_Location
    Nanchang
  • Print_ISBN
    978-0-7695-3859-4
  • Type

    conf

  • DOI
    10.1109/IITA.2009.215
  • Filename
    5369655