We propose the use of complexity regularization in image restoration. This is a flexible estimation method which borrows from previous developments in nonparametric estimation theory. The regularized estimation problem is formulated in the wavelet domain and solved using a computationally efficient multiscale relaxation algorithm.
['Juan Liu', 'Pierre Moulin']
Complexity-regularized image restoration