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 Reco
gnition),
Hidden Markov Model, CBIR(Content Based Image Retrieval), it
also involves Mathematical Morphology.