• DocumentCode
    1934951
  • Title

    Fast and Accurate Singular Point Extraction of Fingerprint

  • Author

    Xu, Xiao ; Kamata, Sei-ichiro

  • Author_Institution
    Grad. Sch. of Inf., Waseda Univ., Kitakyushu
  • Volume
    2
  • fYear
    2006
  • fDate
    16-20 Nov. 2006
  • Abstract
    Nowadays, biometric verification occupies important position in people´s daily life. Because fingerprints are easy to use and provide good performance, fingerprint identification is one of the most popular technologies. In order to maximize the robustness of fingerprint identification and to minimize the identification time, it is better to align the fingerprint first by referring the singular points of fingerprint. In this paper, we proposed a new algorithm to localize the singular points of fingerprint. The proposed approach is less computational complexity and higher precision. This paper shows how, from the x-gradient component of orientation filed and its sine component, very accurate extraction of singular points can be obtained. This localization can be used for accurate registration of two fingerprints.
  • Keywords
    edge detection; feature extraction; fingerprint identification; image registration; accurate registration; accurate singular point extraction; biometric verification; fingerprint identification; less computational complexity; x-gradient component; Bifurcation; Biometrics; Computational complexity; Data mining; Databases; Fingerprint recognition; Fingers; Pattern matching; Production systems; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2006 8th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-9736-3
  • Electronic_ISBN
    0-7803-9736-3
  • Type

    conf

  • DOI
    10.1109/ICOSP.2006.345569
  • Filename
    4129050