Fingerprint verification using statistical descriptors

Authors:
Mohammed S. Khalil;Dzulkifli Mohamad;Muhammad Khurram Khan;Qais Al-Nuzaili
Affiliations:
Department of Computer Graphics and Multimedia, Universiti Teknologi Malaysia, Johor, Malaysia;Department of Computer Graphics and Multimedia, Universiti Teknologi Malaysia, Johor, Malaysia;Center of Excellence in Information Assurance (CoEIA), King Saud University, Saudi Arabia;Department of Computer Graphics and Multimedia, Universiti Teknologi Malaysia, Johor, Malaysia
Venue:
Digital Signal Processing
Year:
2010

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Abstract

The importance of high precision matching in fingerprint cannot be over-emphasized. This paper presents a novel fingerprint verification algorithm which improves matching accuracy by overcoming the shortcomings of poor image quality. The proposed method involves determination of a singular point using orientation field reliability, extraction of a square-sub-image (SSI); 129x129 pixels, statistical analysis of the co-occurrence matrices as well as application of dual analyses on experimental results; Pattern Recognition and Image Processing Laboratory (FVC2002) testing protocol and Program for Rate Estimation and Statistical Summaries (PRESS). The efficiency of the proposed method has been demonstrated by the experimental results which show equal error rate (EER) of 28% and a comparatively more accurate and robust means for reliable fingerprint verification.