Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
4645514 | Applied Numerical Mathematics | 2012 | 12 Pages |
Abstract
In this paper, we propose a modified fixed point iterative algorithm to solve the fourth-order PDE model for image restoration problem. Compared with the standard fixed point algorithm, the proposed algorithm neednʼt to compute inverse matrices so that it can speed up the convergence and reduce the roundoff error. Furthermore, we prove the convergence of the proposed algorithm and give some experimental results to illustrate its effectiveness by comparing with the standard fixed point algorithm, the time marching algorithm and the split Bregman algorithm.
Related Topics
Physical Sciences and Engineering
Mathematics
Computational Mathematics