Fingerprint Recognition using Prepared Codebook and Back-propagation

Abstract

The aim of this work, focus on the problem of reducing the classification fingerprint features that has been entered to
the neural network. An algorithm was introduce to work with prepared codebook to code and normalized the input
samples of the back-propagation method. The main advantages of preparing codebook are the simplicity of its
idea and its high speed processing. This method has been tested on the FCV2002 fingerprint database. The
recognition accuracy is 94% and the equal error rate (EER) is 2.1%b...bbbbbbbbb Keyword: fingerprint recognition, codebook, backpropagation, termination ,bifurcation.