• DocumentCode
    3458566
  • Title

    A New Fingerprint Thinning Algorithm

  • Author

    Fang, Bin ; Wen, Huan ; Liu, Run-Zong ; Tang, Yuan-yan

  • Author_Institution
    Dept. of Comput. Sci., Chongqing Univ., Chongqing, China
  • fYear
    2010
  • fDate
    21-23 Oct. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Fingerprint thinning is a critical step in fingerprint identification system, and it´s also the last step of preprocessing. The performance of a minutiae extraction algorithm relies heavily on the quality of the thinning algorithm. Moreover, the efficiency of the algorithm is a crucial factor in real-time identification system. A new thinning algorithm for fingerprint image which based on directional image is proposed in this paper. The algorithm needs no iteration. It´s fast to implement and the thinning result is single pixel wide and with one pixel precision width around the center line. Experimental results proved that the proposed algorithm is both fast and accurate.
  • Keywords
    feature extraction; fingerprint identification; image thinning; fingerprint identification system; fingerprint thinning algorithm; minutiae extraction algorithm; pixel precision; Algorithm design and analysis; Bifurcation; Fingerprint recognition; Gabor filters; Image matching; Iris recognition; Pixel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition (CCPR), 2010 Chinese Conference on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4244-7209-3
  • Electronic_ISBN
    978-1-4244-7210-9
  • Type

    conf

  • DOI
    10.1109/CCPR.2010.5659273
  • Filename
    5659273