Fingerprint matching with an evolutionary approach
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
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A fingerprint recognizing system is built with two principal components: the fingerprint administrator and the fingerprint recognizer. Their special features such as ridge endings, ridge bifurcation, short ridges identify fingerprints, and ridge enclosures, which are collectively, called the minutiae. The fingerprint administrator uses the method of gray scale ridge tracing backed up by a validating procedure to extract the minutiae of fingerprints. The fingerprint recognizer employs the technique of fuzzy evolutionary programming to match the minutiae of an input fingerprint with those from a database. Experimental results show the methods used are highly effective.