Investigation of Arabic Handwriting Recognition Based on Segmentation

This book is written in the form of dissertation. It presents a new framework for the recognition of handwritten Arabic words based on segmentation. This framework involves two phases (training phase and testing phase). In the training phase Arabic handwritten characters were trained to be recognized while in the testing phase words were segmented into characters for recognition. Classification is achieved in two steps (classification of the segmented characters and classification of the word). A dictionary is constructed and used to correct any errors occurring during the previous stages of the recognition process.