Raouf Moussa, Embark2019-01-162019-01-162012http://hdl.handle.net/123456789/8055This master project is an introductory work in the field of image restoration; it provides a review and analysis for digital image restoration. The perspective on the topic is one that comes primarily from works done in the field of signal processing. Thus, many of the techniques and methods cited relate to classical signal processing approaches to filtering, and numerical analysis, In particular, the emphasis is placed primarily on digital image restoration algorithms that grow out of an area known as the techniques based on spatial filtering or frequency filtering or even the recent wavelet based techniques. It should be noted, however that digital image restoration is a very broad field; it contains many other successful approaches that have been developed from different perspectives, such as optics, astronomy, and medical imagingenOther