1. A method of stricken-out characters recognition in handwritten recognizing, comprising parsing of document scanned image into objects, determining among them objects, presumably containing handwritten characters, applying one or more classifiers for primary character recognition, selection of the most likely variant among a plurality thereof in a case of multiple recognition result on the previous step, applying one or more supplemental ad hoc feature classifiers of stricken-out characters, identification of the character as stricken-out in the case of fitting the stricken-out characters classifier with not lower then the preliminarily set reliability level.