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This article presents methods that are used for historical shorthand documents recognition. We distinguish following tasks: binarization, clusterization, lines recognition and determination of symbols types (main, superscript, subscript). Each method is evaluated in terms of recall, precision and F-measure criteria. The best method for binarization of shorthand documents appeared to be the modified...