• DocumentCode
    3749270
  • Title

    A novel MF-LDTP approach for contactless palm vein recognition

  • Author

    Roshni C Rahul;Merin Cherian; Manu Mohan C M

  • Author_Institution
    Computer Science Department, Federal Institute of Science and Technology, Kerala, India
  • fYear
    2015
  • Firstpage
    793
  • Lastpage
    798
  • Abstract
    In this paper, we propose a new method for contactless palm vein recognition with the help of texture based LDTP descriptor. Compared to existing methods, Local Directional Texture Pattern extracts both directional as well as contrast information. Improved foreground based LDTP descriptor is adopted in order to increase the efficiency. We first extract region of interest (ROI) from CASIA multispectral palmprint images. Then, extracted ROI is filtered and subtracted from background followed by binarization which helps to suppress noise and improve efficiency. The rigorous experimental results shows the superiority of our method compared to previous works.
  • Keywords
    "Veins","Feature extraction","Data mining","Histograms","Biometrics (access control)","Image edge detection"
  • Publisher
    ieee
  • Conference_Titel
    Computing and Network Communications (CoCoNet), 2015 International Conference on
  • Type

    conf

  • DOI
    10.1109/CoCoNet.2015.7411280
  • Filename
    7411280