• DocumentCode
    1686174
  • Title

    A novel finger vein pattern extraction method using oriented filtering technology

  • Author

    Wang, Kejun ; Ma, Hui ; Popoola, Oluwatoyin P. ; Li, Xuefeng

  • Author_Institution
    Coll. of Autom., Harbin Eng. Univ., Harbin, China
  • fYear
    2010
  • Firstpage
    6240
  • Lastpage
    6244
  • Abstract
    To extract finger vein features effectively and efficiently, a novel algorithm based on oriented filter for finger vein extraction is proposed. The proposed algorithm calculates a direction map and uses a group of designed oriented filters to facilitate the extraction of the characteristic vein pattern from the enhanced finger vein image. Experimental results show that this new algorithm not only extracts smooth and continuous vein features, but also effective in removing noise from low-quality images.
  • Keywords
    feature extraction; filtering theory; fingerprint identification; image denoising; image enhancement; characteristic vein pattern; designed oriented filters; direction map; enhanced finger vein image; finger vein extraction; finger vein feature extraction; finger vein pattern extraction method; low-quality images; oriented filtering technology; removing noise; Feature extraction; Filtering algorithms; Fingerprint recognition; Fingers; Image segmentation; Pixel; Veins; directional image; finger vein extraction; oriented filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2010 8th World Congress on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-6712-9
  • Type

    conf

  • DOI
    10.1109/WCICA.2010.5554393
  • Filename
    5554393