Generating revocable fingerprint template using polar grid based 3-tuple quantization technique

Jin, Zhe and Ong, Thian Song and Tee, Connie and Teoh, Andrew Beng Jin (2011) Generating revocable fingerprint template using polar grid based 3-tuple quantization technique. In: 2011 IEEE 54th International Midwest Symposium on Circuits and Systems (MWSCAS). IEEE Xplore, pp. 1-4. ISBN 978-1-61284-856-3

[img] Text
43.pdf
Restricted to Repository staff only

Download (664kB)
Official URL: http://dx.doi.org/10.1109/MWSCAS.2011.6026327

Abstract

Recently, biometric template protection has received much attention from the research community due to the security and privacy concerns of biometric template. Although a number of biometric template protection methods have been reported, yet, it is still a challenging task to devise a biometric template protection method which satisfies all the biometric template protection criteria namely diversity, revocability, non-invertibility and performance. In this paper, a method is proposed to generate a revocable fingerprint template of bit-string from a set of minutiae points through polar grid based 3-tuple quantization (PGTQ) technique. Two merits of the proposed method are outlined, i.e., alignment-free and performance. FVC2002 DB1 and DB2 are used to evaluate the performance of the proposed method. Besides, the template protection criteria are also examined to ensure the security and privacy of the biometric template.

Item Type: Book Section
Subjects: T Technology > T Technology (General)
Divisions: Faculty of Information Science and Technology (FIST)
Depositing User: Ms Rosnani Abd Wahab
Date Deposited: 21 Jan 2014 06:56
Last Modified: 21 Jan 2014 06:56
URI: http://shdl.mmu.edu.my/id/eprint/4904

Actions (login required)

View Item View Item