In the digital signal processing is very common to find problems such as noise (in the case of audio or video signals) or distortion (in the case of images). There is a special case called linear distortion, which is basically the distortion caused by the relative motion of the object either photographed or the camera itself. Our main goal during development of this project is the restoration of all or part of an image that has been previously linearly distorted, because it is virtually impossible to obtain a complete restoration will consider a satisfactory outcome in which to recognize the object or face image, which obviously was the reason that the picture was taken.