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Abstract In this thesis, we present a novel segmentation free Arabic handwriting recognition systems based on hidden Markov model (HMM). Three main contributions are introduced: online Arabic handwriting recognition system, offline Arabic handwriting recognition system and combining the both offline and online systems. Experimental results and Comparisons with state of the art techniques shows that our proposed techniques are robust, effective and competitive |