Image restoration is the theory and practice of processing an image to
correct it for distortions caused by the image formation process. The
first efforts in image restoration appeared more than 25 years ago. I
n this article we review the more recent trends in image restoration a
nd discuss the main directions that are expected to influence the cont
inued evolution of this technology.