A secure touch-less based fingerprint verification system

Hiew Bee Yan, Andrew Teoh Beng Jin, Ooi Shih Yin, Fathin Fakhriah Abdul Aziz

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Touch-less based fingerprint verification systems are free from the problems of image deformation, latent fingerprint issues and so forth that appear in the contemporary touch based fingerprint verification systems. Coupled with template protection mechanism, a touch-less fingerprint verification system is further enhanced. In this paper, a secure end-to-end touch-less fingerprint verification system is presented. The fingerprint image captured with a digital camera is first pre-processed via the proposed pre-processing algorithm. Then, Multiple Random Projections-Support Vector Machine (MRP-SVM) is proposed to secure fingerprint template while improving system performance.

Original languageEnglish
Title of host publication18th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2010 - In Co-operation with EUROGRAPHICS, Full Papers Proceedings
Pages1-8
Number of pages8
Publication statusPublished - 2010 Dec 1
Event18th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2010 - Plzen, Czech Republic
Duration: 2010 Feb 12010 Feb 4

Publication series

Name18th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2010 - In Co-operation with EUROGRAPHICS, Full Papers Proceedings

Other

Other18th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2010
CountryCzech Republic
CityPlzen
Period10/2/110/2/4

All Science Journal Classification (ASJC) codes

  • Computer Graphics and Computer-Aided Design
  • Computer Vision and Pattern Recognition

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  • Cite this

    Yan, H. B., Jin, A. T. B., Yin, O. S., & Aziz, F. F. A. (2010). A secure touch-less based fingerprint verification system. In 18th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2010 - In Co-operation with EUROGRAPHICS, Full Papers Proceedings (pp. 1-8). (18th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2010 - In Co-operation with EUROGRAPHICS, Full Papers Proceedings).