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Fuzzy mathematical morphology is an extension of binary morphology to gray-scale morphology, using techniques from fuzzy set theory. In this paper we will discuss several known and new approaches towards fuzzy morphology and show how they are connected, not only to each other, but also to binary and classical gray-scale morphology.