Mohamed Ali HAMDI received the Ph.D. degree in image processing, from the National University of engineering of TUNIS; He is Assistant Professor of Applied and Computational Mathematics and electronic, National institute of applied sciences and technology. His research interests are in the areas of digital signal processing (DSP), statistical estimation and their applications to signal and image processing and scientific computing.