
SVD AND SIGNAL PROCESSING, III
Algorithms, Architectures and Applications
M. Moonen and B. De Moor (Editors)
9 1995 Elsevier Science B.V. All rights reserved.
315
THE SVD IN IMAGE RESTORATION
D.P. O'LEARY
Department of Computer Science and Institute for Advanced Computer Studies
University of Maryland
College Park, MD 207~2
U.S.A.
oleary@cs.umd.edu
ABSTRACT. This paper focuses on SVD-based algorithms for ill-posed problems in image
restoration. We discuss the characteristics of solutions produced by various regularization
methods, including truncated least squares, regularized least squares, regularized total ...