Reduction of Irrelevant Features in Oceanic Satellite Images by means of Bayesian Networks
Jose Antonio Piedra-Fernandez, Antonio Salmerón, Francisco J. Guindos, Manuel Cantón Garbín · Repositorio de Patentes de la Universidad de Almería (Universidad de Almería) · 2005
This paper describes the use of Bayesian networks for the reduction of irrelevant features [1,2] in the recognition of oceanic structures in satellite images. Bayesian networks are used to validate the symbolic knowledge-provided by neuro symbolic or HLKPs (High Level Knowledge Processors) nets- and the numeric knowledge. This provides an automatic interpretation of images. The main objective of this work is the construction of an automatic recognition system