Research Article

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

Algorithm 1

4-GP  .
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