An introduction to the kosko subsethood FAM

Authors:
Peter Sussner;Estevão Esmi
Affiliations:
Department of Applied Mathematics, University of Campinas, Campinas, State of São Paulo, Brazil;Department of Applied Mathematics, University of Campinas, Campinas, State of São Paulo, Brazil
Venue:
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II
Year:
2010

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Abstract

Inspired by the fact that in (fuzzy) mathematical morphology a (fuzzy) erosion is defined in terms of a (fuzzy) inclusion measure, we introduce a non-distributive fuzzy morphological associative memory model on the basis of the Kosko subsethood measure Moreover, we compare the error correction capabilities of the new model and of other fuzzy and gray-scale associative memories in terms of some experimental results concerning gray-scale image reconstruction.