• DocumentCode
    1577521
  • Title

    A time-frequency field fingerprint enhancement technology and three-order spline curve fitting matching algorithm research

  • Author

    Yuanning Liu ; Senmiao Yuan ; Xiaodong Zhu

  • Author_Institution
    Dept. of Comput., Jilin Univ., Changchun, China
  • Volume
    2
  • fYear
    2003
  • Firstpage
    1067
  • Abstract
    We present a fast fingerprint enhancement algorithm in the paper. In order to enhance the fingerprint images, the algorithm firstly estimate local ridge orientation and frequency of the fingerprint images and then apply an even-symmetric Gabor filter for fingerprint images, adaptively improve the clarity of the ridge and the furrow structures of input fingerprint images. At the same time, this paper gives out an algorithm which is based on three-order spline curve fitting curve of point matching, creation of some definitions and lemmas. The results indicate that the algorithm shows out excellent features in good velocity and precision.
  • Keywords
    curve fitting; feature extraction; fingerprint identification; image matching; splines (mathematics); time-frequency analysis; Gabor filter; fingerprint images; furrow structure; local ridge orientation; ridge clarity; three-order spline curve fitting matching algorithm; time-frequency field fingerprint enhancement; Artificial intelligence; Bifurcation; Curve fitting; Data mining; Feature extraction; Fingerprint recognition; Fingers; Image matching; Spline; Time frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference, 2003. IMTC '03. Proceedings of the 20th IEEE
  • ISSN
    1091-5281
  • Print_ISBN
    0-7803-7705-2
  • Type

    conf

  • DOI
    10.1109/IMTC.2003.1207916
  • Filename
    1207916