• DocumentCode
    145440
  • Title

    Logical Conjunction of Triple-Perpendicular-Directional Translation Residual for Contactless Palmprint Preprocessing

  • Author

    Lu Leng ; Gang Liu ; Ming Li ; Khan, Muhammad Khurram ; Al-Khouri, Ali M.

  • Author_Institution
    Key Lab. of Nondestructive Test (Minist. of Educ.), Nanchang Hangkong Univ., Nanchang, China
  • fYear
    2014
  • fDate
    7-9 April 2014
  • Firstpage
    523
  • Lastpage
    528
  • Abstract
    Contactless palmprint recognition systems alleviate the concerns on personal hygiene, acquisition flexibility, etc. Unfortunately, the preprocessing of contactless palmprint image faces several severe challenges, including unconstrained hand placement, complex background, light interference, etc. This paper proposes logical conjunction of triple-perpendicular-directional translation residual (TPDTR) for the improvement of contactless palmprint image preprocessing. The search of hand valley point is within the borders of hand valley gap detected by TPDTR, therefore, the computational cost is effectively decreased. Furthermore, the anti-interference capacity of region is stronger than that of point and line, so TPDTR improves the accuracy of hand valley point detection. The experimental results confirm the superiorities of TPDTR over the existing methods in computational cost and accuracy.
  • Keywords
    palmprint recognition; TPDTR; anti-interference capacity; contactless palmprint image preprocessing; contactless palmprint recognition systems; hand valley gap; hand valley point detection; hand valley point search; triple-perpendicular-directional translation residual; Accuracy; Computational efficiency; Educational institutions; Image color analysis; Image segmentation; Interference; Skin; contactless biometrics recognition; location of region-of-interest; logical conjunction; triple-perpendicular-directional translation residual; valley point detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology: New Generations (ITNG), 2014 11th International Conference on
  • Conference_Location
    Las Vegas, NV
  • Print_ISBN
    978-1-4799-3187-3
  • Type

    conf

  • DOI
    10.1109/ITNG.2014.18
  • Filename
    6822250