Feature Selection Techniques for Classification of Satellite Images with Fuzzy ARTMAP Neural Networks

Feature Selection Techniques for Classification of Satellite Images with Fuzzy ARTMAP Neural Networks

Rivard, D and Granger, É and Sabourin, R

Intelligent Engineering Systems through Artificial Neural Networks, Volume 16 2010

Abstract : The selection of most relevant features can significantly reduce the resource requirement associated with fuzzy ARTMAP neural networks for the classification of high-dimensional data extracted from satellite imagery. This paper introduces a variant of a wrapper-type łdots