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Optimization of a fuzzy contrast method for a pattern recognition system
Miguel Angel Lopez, Arnulfo Alanis, Bogart Yahil Marquez, Karina Romero, Maria del Rosario Baltazar, Victor Manuel Zamudio
142 - 153
10.3233/978-1-61499-080-2-142
Ambient Intelligence and Smart Environments
Volume 13: Workshop Proceedings of the 8th International Conference on Intelligent Environments
Abstract

This article develops a method of fuzzy fingerprint pre-processing to apply in a pattern recognition system, in which a neural network is developed with fuzzy response integration for fingerprint recognition. There are also shown neural network training results using Biometrics Laboratory database at the Bologna University and of using a genetic algorithm, as well as the chromosome used in the genetic algorithm development of membership functions optimization of fingerprint pre-processing fuzzy method.

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