Face recognition using modular neural networks and fuzzy sugeno integral for response integration
Patricia Melín, Claudia I. González, Felipé Gonzalez, Oscar Castillo · Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. · 2006
We describe in this paper a new approach for pattern recognition using modular neural networks with a fuzzy logic method for response integration. We proposed a new architecture for modular neural networks for achieving pattern recognition in the particular case of human faces. Also, the method for achieving response integration is based on the fuzzy Sugeno integral. Response integration is required to combine the outputs of all the modules in the modular network. We have applied the new approach for face recognition with a real database of faces from students of our institution.