Title: A secure touch-less based fingerprint verification system
Authors: Yan, Hiew Bee
Beng Jin, Andrew Teoh
Ooi Shih, Yin
Abdul Aziz, Fathin Fakhriah
Citation: Journal of WSCG. 2010, vol. 18, no. 1-3, p. 1-8.
Issue Date: 2010
Publisher: Václav Skala - UNION Agency
Document type: článek
URI: http://wscg.zcu.cz/WSCG2010/Papers_2010/!_2010_J_WSCG-2010_1-3.pdf
ISBN: 978-80-86943-89-3
ISSN: 1213–6972 (hardcover)
1213–6980 (CD-ROM)
1213–6964 (online)
Keywords: bezdotyková verifikace otisků prstů;ochrana šablony;podpora vektorových zařízení
Keywords in different language: touchless fingerprint verification;template protection;support vector machine
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.
Rights: © Václav Skala - UNION Agency
Appears in Collections:Number 1-3 (2010)

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Please use this identifier to cite or link to this item: http://hdl.handle.net/11025/1259

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