A secure touch-less based fingerprint verification system

Hiew Bee Yan, Beng Jin Teoh, 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

Fingerprint

Digital cameras
Support vector machines
Processing

All Science Journal Classification (ASJC) codes

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

Cite this

Yan, H. B., Teoh, B. J., 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).
Yan, Hiew Bee ; Teoh, Beng Jin ; Yin, Ooi Shih ; Aziz, Fathin Fakhriah Abdul. / A secure touch-less based fingerprint verification system. 18th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2010 - In Co-operation with EUROGRAPHICS, Full Papers Proceedings. 2010. 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).
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title = "A secure touch-less based fingerprint verification system",
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.",
author = "Yan, {Hiew Bee} and Teoh, {Beng Jin} and Yin, {Ooi Shih} and Aziz, {Fathin Fakhriah Abdul}",
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Yan, HB, Teoh, BJ, Yin, OS & Aziz, FFA 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. 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, Plzen, Czech Republic, 10/2/1.

A secure touch-less based fingerprint verification system. / Yan, Hiew Bee; Teoh, Beng Jin; Yin, Ooi Shih; Aziz, Fathin Fakhriah Abdul.

18th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2010 - In Co-operation with EUROGRAPHICS, Full Papers Proceedings. 2010. p. 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).

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

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Yan HB, Teoh BJ, Yin OS, Aziz FFA. 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. 2010. p. 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).