• DocumentCode
    3683002
  • Title

    Palm Vein Database and Experimental Framework for Reproducible Research

  • Author

    Pedro Tome;Sebastien Marcel

  • Author_Institution
    Idiap Res. Inst., Martigny, Switzerland
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    A palm vein database acquired by a contactless sensor together with an experimental framework freely available for fair reproducible research purposes are described. The palm vein recognition system uses automatic palm region segmentation and circular Gabor filter approach to enhance the veins in the preprocessing, LBP features and histogram intersection as matching. Results are presented comparing two automatic segmentation using the ROI-1 region proportioned by the acquisition sensor and the ROI-2 region generated by the recognition software developed. Complete benchmark results using popular methods and the source code are attached to the database as a reference for other researchers.
  • Keywords
    "Veins","Databases","Protocols","Feature extraction","Pattern recognition","Lighting","Cameras"
  • Publisher
    ieee
  • Conference_Titel
    Biometrics Special Interest Group (BIOSIG), 2015 International Conference of the
  • Type

    conf

  • DOI
    10.1109/BIOSIG.2015.7314614
  • Filename
    7314614