Minutiae based fingerprint image hashing

Muthu, Rajesh, Bouridane, Ahmed and Khelifi, Fouad (2014) Minutiae based fingerprint image hashing. In: Codit'14 - 2nd International Conference on Control, Decision and Information Technologies, 3rd - 5th November 2014, Metz, France.

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Official URL: http://dx.doi.org/10.1109/CoDIT.2014.6996981

Abstract

This paper proposes a robust minutiae based fingerprint image hashing technique. The idea is to incorporate the orientation and descriptor in the minutiae of fingerprint images using SIFT-Harris feature points. A recent shape context based perceptual hashing method has been compared against the proposed technique. Experimentally, the proposed technique has been shown to deliver better robustness against image processing operations including JPEG lossy compression and geometric attacks such as rotation and translation.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Minutiae; feature extraction; fingerprint image hashing; shape contexts; cryptography; transforms
Subjects: G400 Computer Science
Department: Faculties > Engineering and Environment > Computer and Information Sciences
Depositing User: Paul Burns
Date Deposited: 06 Feb 2015 16:31
Last Modified: 10 Aug 2015 11:03
URI: http://nrl.northumbria.ac.uk/id/eprint/21345

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