3.7

Multichannel Image Recovery

Nikolas P. Galatsanos,     University of Ioannina, Greece

Miles N. Wernick,     Illinois Institute of Technology

Aggelos K. Katsaggelos,     Northwestern University

Rafael Molina,     University of Granada

1 Introduction.

2 Imaging Model.

3 Multichannel Image Estimation Approaches.

3.1 Linear Minimum Mean Square Error (LMMSE) Estimation

3.2 Regularized Weighted Least-Squares (RWLS) Estimation

3.3 Multichannel Regularization

4 Explicit Multichannel Recovery Approaches.

4.1 Space-Invariant Multichannel Recovery

4.2 Numeric Experiment

4.3 Space-Variant Multichannel Recovery Approaches

4.4 Application to Restoration of Moving Image Sequences

5 Implicit Approach to Multichannel Image Recovery.

5.1 

Get Handbook of Image and Video Processing, 2nd Edition now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.