• DocumentCode
    1850706
  • Title

    An effective quality improvement approach for low quality finger vein image

  • Author

    Pi, Wei ; Shin, Jinook ; Park, Dongsun

  • Author_Institution
    Dept. Electron. & Inf. Eng., Chonbuk Nat. Univ., Jeonju, South Korea
  • Volume
    1
  • fYear
    2010
  • fDate
    1-3 Aug. 2010
  • Abstract
    In recent years, finger vein authentication technology becomes a new highlight in biometric technology. However, the acquired images are low quality because of near-infrared conditions and different structures in different parts of finger, which will severely impacts identification accuracy of the whole system. Therefore, it is necessary to improve the quality of images. In this paper, an effective approach for improving the quality of images is proposed. At first, edge-preserving filter is used for denoising, and then the small blurred finger vein textures are enhanced by elliptic highpass filter. Finally, histogram equalization enhances the contrast of images. The experimental images and estimation results show that the finger vein images become much clearer than original ones, and prove the proposed approach is efficient to improve the quality of images.
  • Keywords
    biometrics (access control); blood vessels; elliptic filters; high-pass filters; image denoising; image enhancement; biometric technology; denoising; edge preserving filter; elliptic highpass filter; finger vein authentication technology; histogram equalization; image contrast; low quality finger vein image; quality improvement approach; Fingers; Histograms; Image edge detection; Information filters; Pixel; Veins; filter noise; finger vein; image enhancement; infrared image;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics and Information Engineering (ICEIE), 2010 International Conference On
  • Conference_Location
    Kyoto
  • Print_ISBN
    978-1-4244-7679-4
  • Electronic_ISBN
    978-1-4244-7681-7
  • Type

    conf

  • DOI
    10.1109/ICEIE.2010.5559667
  • Filename
    5559667