A secure touch-less based fingerprint verification system

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

Research output: Contribution to journalArticle

1 Citation (Scopus)

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
Pages (from-to)1-8
Number of pages8
JournalJournal of WSCG
Volume18
Issue number1-3
Publication statusPublished - 2010 Aug 13

Fingerprint

Fingerprint Verification
Fingerprint
Template
Random Projection
Digital Camera
Digital cameras
Support vector machines
Preprocessing
System Performance
Support Vector Machine
Processing

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Graphics and Computer-Aided Design
  • Computational Mathematics

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. Journal of WSCG, 18(1-3), 1-8.
Yan, Hiew Bee ; Jin, Andrew Teoh Beng ; Yin, Ooi Shih ; Aziz, Fathin Fakhriah Abdul. / A secure touch-less based fingerprint verification system. In: Journal of WSCG. 2010 ; Vol. 18, No. 1-3. pp. 1-8.
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Yan, HB, Jin, ATB, Yin, OS & Aziz, FFA 2010, 'A secure touch-less based fingerprint verification system', Journal of WSCG, vol. 18, no. 1-3, pp. 1-8.

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

In: Journal of WSCG, Vol. 18, No. 1-3, 13.08.2010, p. 1-8.

Research output: Contribution to journalArticle

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Yan HB, Jin ATB, Yin OS, Aziz FFA. A secure touch-less based fingerprint verification system. Journal of WSCG. 2010 Aug 13;18(1-3):1-8.