A New Fast Algorithm for Constrained Four-Directional Total Variation Image Denoising Problem

Algorithm 2

4-FGP (, , ).

Input:

—Observed image.

—Regularization parameter.

—Number of iterations.

Output:

—Obtained optimal solution of (12) up to a tolerance.

Step  0.  Take , .

Step  k. Calculate

, 

      ,

Set