Analysis of extracted fingerprint texture features
Mackley, Joshua and Nahavandi, Saeid 2003, Analysis of extracted fingerprint texture features, in Proceedings of the International Conference on Computational Intelligence, Robotics and Autonomous Systems : CIRAS 2001 : 28-30 November 2001, Singapore, CIRAS Organising Committee, Singapore.
Proceedings of the International Conference on Computational Intelligence, Robotics and Autonomous Systems : CIRAS 2001 : 28-30 November 2001, Singapore
Editor(s)
Vadakkepat, Prahlad
Publication date
2003
Publisher
CIRAS Organising Committee
Place of publication
Singapore
Summary
This paper describes an approach for electronic feature extraction from fingerprint images for identification purposes. Statistical analysis of the features extracted from the fingerprint provides the advantage of real-time analysis of the fingerprint information, providing a method to remove unwanted information prior to the matching stage required in electronic fingerprint verification. This method can also detect of noise within the fingerprint image and location of critical data in the fingerprint. In order to demonstrate the effectiveness of this work, experiments have been developed and conducted with the results and analysis provided at the end of this paper for discussion.
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