| 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 article |
| URI: | http://wscg.zcu.cz/WSCG2010/Papers_2010/!_2010_J_WSCG-2010_1-3.pdf http://hdl.handle.net/11025/1259 |
| 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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