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Each written text could be considered as a sequence of symbols put up in groups organized in a certain order and assembled in a linear sequence, which is may be arranged horizontally or vertically. The existing methods of optical character recognition (OCR) aim at linear and vertical segmentation of written texts basing on interword spaces and intervals between letters as the demarcation markers of lexical units and characters respectively. This strategy is effective for many languages meanwhile building robust OC...