*Assistant Professor, Vivekanandha College of Technology for Women, India
**Principal, Vivekanandha Collge of Engineering for Women, India
Online published on 9 December, 2016.
Restoration Techniques has been a major part of research over years throughout the area of Image Processing (IP). Latest Trends includes Sparsity Technique which compels the usage of minimum values of pixels. Herein a Work Satisfying the Expected problem through a Novel method of the usage of Sparsity over Iterative Shrinkage Thresholding along with the l1 minimization Algorithm has been proposed. The Stepwise procedure with the Iterative Results has been given in this work.
