The purpose of this paper is to describe a hardware model that can recognize Jawi handwriting manuscript via chain code technique. The model is divided into three modules: character segmentation, image processing (image enhancement, noise reduction, character recognition) and character id searching (via chain code). In the next stage, this model will be implemented using VHSIC hardware description language (VHDL).
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