Maximum Entropy Reconstruction Of Moment-Coded Images
NICOLAOS S. TZANNES, Peter A. Jonnard · Optical Engineering · 1987
The maximum entropy principle (MEP) is applied to the problem of reconstructing an image from knowledge of a finite set of its moments. This new approach is compared to the existing method of moments approach and is shown to have a clear edge in performance in all of the applications attempted. Compression ratios more than twice as high as those previously achieved are possible with the new MEP method.