AMROUCH MUSTAPHA received his Master’s degree in 2007 from Faculty of Sciences University Ibn Zohr Agadir Morocco. He is currently working on his Ph. D in the IRF-SIC Laboratory at Ibn Zohr University. His current research interests include pattern recognition, image analysis, document processing and automatic processing of natural languages using hidden Markov models and neural networks.