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A Method to Generate Artificial 2D Shape Contour Based in Fourier Transform and Genetic Algorithms

Mauricio Falvo, Joao Batista Florindo, and Odemir Martinez Bruno

Advanced Concepts for Intelligent Vision systems,207-215,2011

This work presents a simple method to generate 2D contours based in the small number of samples. The method uses the Fourier transform and genetic algorithms. Using crossover and mutation operator news samples were generated. An application case is presented and the samples produced were tested in the classifier construction. The result obtained indicated the method can be a good solution to solve the small sample problem to feature vectors based in shape characteristics.