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In this paper, a bilingual script recognition system is developed to identify and separate out texts written in Devnagari and Gurumukhi scripts. It is observed that vertical half strokes and horizontal strokes are predominantly used in Gurumukhi script compared to Devnagari. On the basis of this observation, we develop a morphological image processing based scheme to extract vertical and horizontal...