Alignment-free cancelable fingerprint template design: A densely infinite-to-one mapping (DITOM) approach

Authors:
Song Wang;Jiankun Hu
Affiliations:
School of Engineering and Mathematical Sciences, La Trobe University, VIC 3086, Australia;School of Engineering and Information Technology, University of New South Wales at the Australian Defence Force Academy (UNSW@ADFA), Canberra ACT 2600, Australia
Venue:
Pattern Recognition
Year:
2012

Citing 19
Cited 3

Digital signal processing (3rd ed.): principles, algorithms, and applications

Digital signal processing (3rd ed.): principles, algorithms, and applications
Biometrics break-ins and band-aids

Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
Enhancing security and privacy in biometrics-based authentication systems

IBM Systems Journal - End-to-end security
Random Multispace Quantization as an Analytic Mechanism for BioHashing of Biometric and Random Identity Inputs

IEEE Transactions on Pattern Analysis and Machine Intelligence
Generating Cancelable Fingerprint Templates

IEEE Transactions on Pattern Analysis and Machine Intelligence
A Fingerprint Orientation Model Based on 2D Fourier Expansion (FOMFE) and Its Application to Singular-Point Detection and Fingerprint Indexing

IEEE Transactions on Pattern Analysis and Machine Intelligence
Cracking Cancelable Fingerprint Template of Ratha

ISCSCT '08 Proceedings of the 2008 International Symposium on Computer Science and Computational Technology - Volume 02
Handbook of Fingerprint Recognition

Handbook of Fingerprint Recognition
Secure Minutiae-Based Fingerprint Templates Using Random Triangle Hashing

IVIC '09 Proceedings of the 1st International Visual Informatics Conference on Visual Informatics: Bridging Research and Practice
Generating provably secure cancelable fingerprint templates based on correlation-invariant random filtering

BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Cancelable fingerprint templates using minutiae-based bit-strings

Journal of Network and Computer Applications
A frequency domain subspace blind channel estimation method for trailing zero OFDM systems

Journal of Network and Computer Applications
Global Ridge Orientation Modeling for Partial Fingerprint Identification

IEEE Transactions on Pattern Analysis and Machine Intelligence
Fingerprint Reconstruction: From Minutiae to Phase

IEEE Transactions on Pattern Analysis and Machine Intelligence
Pair-polar coordinate-based cancelable fingerprint templates

Pattern Recognition
Alignment-Free Cancelable Fingerprint Templates Based on Local Minutiae Information

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Cancelable Biometrics Realization With Multispace Random Projections

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Entropy Analysis and New Constructions of Biometric Key Generation Systems

IEEE Transactions on Information Theory
Fingerprint Image Reconstruction from Standard Templates

IEEE Transactions on Pattern Analysis and Machine Intelligence

Enhanced multi-line code for minutiae-based fingerprint template protection

Pattern Recognition Letters
An alignment-free fingerprint bio-cryptosystem based on modified Voronoi neighbor structures

Pattern Recognition
Design of alignment-free cancelable fingerprint templates via curtailed circular convolution

Pattern Recognition

Quantified Score

Hi-index	0.01

Visualization

Abstract

Registration-based cancelable template schemes rely on accurate fingerprint image alignment, which is very difficult to achieve. In this paper, by exploiting pair-minutiae vectors, we develop a lightweight, alignment-free scheme for generating cancelable fingerprint templates. The proposed mathematical model is based on a densely infinite-to-one mapping (DITOM) aiming to achieve the non-invertible property. The transformation designed describes the intersection of a collection of hyperplanes and effectively realizes infinite-to-one mapping. The proposed scheme has the properties of non-invertibility, revocability and multiple template independence. Evaluation of the proposed scheme over FVC2002 DB1, DB2 and DB3 shows that the new method exhibits satisfactory performance compared to existing methods.