• DocumentCode
    2850428
  • Title

    The research on the preprocessing algorithm for fingerprint image

  • Author

    Jia, Hailong ; Cao, Kun

  • Author_Institution
    Modern Educ. Technol. Center, Xinxiang Univ., Xinxiang, China
  • fYear
    2012
  • fDate
    24-27 June 2012
  • Firstpage
    163
  • Lastpage
    166
  • Abstract
    As one of the key fingerprint identification technology, the fingerprint preprocessing algorithm consists of the segmentation, enhancement, binarization and thinning of fingerprint image. Using Gabor filter designed by ridge orientation of fingerprint implements fingerprint enhancement. It also makes discussion in segmentation, binarization and thinning, and verifies the efficiency of algorithm by adopting VC. Experiment results show that this preprocessing algorithm can make the lines of fingerprint clear, continuous and lubricious, at the same time, effectively improves the quality of fingerprint images and promotes the reliability of fingerprint identification.
  • Keywords
    Gabor filters; fingerprint identification; image enhancement; image segmentation; image thinning; Gabor filter; VC; fingerprint identification technology; fingerprint image binarization; fingerprint image enhancement; fingerprint image preprocessing algorithm; fingerprint image quality improvement; fingerprint image segmentation; fingerprint image thinning; fingerprint ridge orientation; Fingerprint recognition; IP networks; Image matching; Image recognition; Image segmentation; Reliability; enhancement; fingerprint image; preprocessing; segmentation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical & Electronics Engineering (EEESYM), 2012 IEEE Symposium on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4673-2363-5
  • Type

    conf

  • DOI
    10.1109/EEESym.2012.6258614
  • Filename
    6258614