Fattah Zirari received the DESA degree in Computer Science from Ibn Zohr University, and now is a PhD student at the same University, Faculty of Sciences, in the " images pattern recognition systems intelligent and communicating " Laboratory , under the supervision of Prof. Driss Mammass and Abdellatif Ennaji. His research interests segmentation and indexing of document images