A system and associated methodology recognizes an Arabic like alphanumeric character using fuzzy modeling. The method receives a handwritten Arabic like alphanumeric character, stores fuzzy models of a plurality of Arabic like alphanumeric characters, preprocesses the handwritten Arabic like alphanumeric character, extracts features from the preprocessed Arabic like alphanumeric character, computes a similarity value based on fuzzy comparison between points of the preprocessed Arabic like alphanumeric character and the stored fuzzy models, classifies the handwritten Arabic like alphanumeric character based at least in part on the similarity value and outputs a classified alphanumeric character.
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