Computational Methods for Image Recovery: Theory and Applications

Abstract: 

In this talk, we survey recent developments of computational methods for image recovery. The methods include total variation, sparsity, and non-convex optimization. Some theoretical results will be discussed. Several numerical examples are also presented to demonstrate applications in imaging sciences.