This research describes a system for recognition of handwritten Arabic word without prior segmentation of the word into characters. In this system, the recognition will be happened at two levels. It is evolved basing on OCR (Optical Character Recognition), Hidden Markov Model, CBIR(Content Based Image Retrieval), it also involves Mathematical Morphology.