An Alternating Direction Method for Total Variation Denoising

Details An Alternating Direction Method for Total Variation Denoising An Alternating Direction Method for Total Variation Denoising

2011-08-07

arxiv.org/abs/1108.1587v1

Mathematics

Optimization and Control

Scientific paper

We consider the image denoising problem using total variation regularization. This problem is computationally challenging to solve due to the non-differentiality and non-linearity of the regularization term. We propose a new alternating direction augmented Lagrangian method, involving subproblems that can be solved efficiently and exactly. We compare our method with the split Bregman method and demonstrate the superiority of our method in image restoration quality on a set of standard test images.

Affiliated with

Also associated with

No associations

Rating

An Alternating Direction Method for Total Variation Denoising does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with An Alternating Direction Method for Total Variation Denoising, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and An Alternating Direction Method for Total Variation Denoising will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-188612