In this paper, a novel image denoising model is proposed, named Corrected Rank Residual Constraint (CRRC). To overcome the drawback that L1 norm penalty yields biased estimators and cannot achieve best estimation performance, proposed CRRC incorporates adaptive correction term with minimization to improve sparsity of data fidelity enforced on rank residual. The existence uniqueness solutions ar...

The pupose of this paper is modeling of Partial Digest Problem (PDP) as a mathematical programming problem. In this paper we present a new viewpoint of PDP. We formulate the PDP as a continuous optimization problem and develope a method to solve this problem. Finally we constract a linear programming model for the problem with an additional constraint. This later model can be solved by the simp...