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Analysis of Procedures used to build an Optimal Fingerprint Recognition System

Journal: International Journal of Computer Science and Mobile Computing - IJCSMC (Vol.9, No. 2)

Publication Date:

Authors : ; ; ;

Page : 21-37

Keywords : Minutiae; ridge ending; bifurcation; RCSLBP; c_mean clustering; ANN; FFANN; CFANN; EANN;

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Fingerprint recognition is one of the most widely use operation, due the big number of applications requiring this operation, so seeking a good method of fingerprint features extraction is a vital task. In this paper we will investigate three method of image features extraction: minutiae, RCSLP and c_clustering methods, we will analyze the performances of these methods, and we will for fixing the features when the fingerprint rotated. The obtained features will be used to feed a selected type with a selected architecture ANN in order to show which type of ANN gives the best results of fingerprint recognition.

Last modified: 2020-02-14 22:29:37