Dictionary-Based Image Denoising by Fused-Lasso Atom Selection

Algorithm 2

Input: Centered samples matrix ( presents the length of );

Output: Dictionary for the cluster ;

(1) Compute the decomposition of  : ;

(2) Choose the by (13) with ;

(3) Output the , is theth column of matrix ;