IRIS Recognition System Based on DCT - Matrix Coefficient

In this paper, the authors present a new iris coding method based on Discrete Cosine Transform (DCT) Matrix coefficients. The feature extraction capabilities of the DCT Matrix are evaluated on largest publicly available eye image UBIRIS database. They have taken 990 images of 198 different eyes from the UBIRIS database. After successful implementation of the algorithm on the database, they have achieved 99.99% percent Recognition Rate (RR) with 0.01% false accepts and only 0% of false rejects. Individual feature bit of the iris are optimized for matching through XOR approach of Hamming distance calculation.

Provided by: Creative Commons Topic: Security Date Added: Oct 2014 Format: PDF

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