years are outlined. Particular attention is paid to common estimation structures and to
practical problems not properly solved yet. The problem of image reconstruction and
restoration is first formulated. Some of the current regularization approaches used to solve
the problem are then described. The concepts of a priori information and compound criterion
are introduced. A Bayesian interpretation of the regularization techniques is given which …