In many image-processing applications, we employ expert knowledge to interpret an input scene. Examples are object recognition, region segmenetation, scene description, and so on. Fuzzy logic offer us powerful tools to represent and process human knowledge in the form of fuzzy if-then-else rules. Even the structural information in a pattern may be better described using fuzzy structural rules.