Title
A note on the bregmanized total variation and dual forms
Abstract
This paper considers two approaches to perform image restoration while preserving the contrast. The first one is the Total Variation-based Bregman iterations while the second consists in the minimization of an energy that involves robust edge preserving regularization. We show that these two approaches can be derived form a common framework. This allows us to deduce new properties and to extend and generalize these two previous approaches.
Year
DOI
Venue
2009
10.1109/ICIP.2009.5413353
ICIP
Keywords
Field
DocType
image restoration,iterative methods,Bregmanized total variation,energy minimization,image restoration,robust edge preserving regularization,total variation-based Bregman iterations
Mathematical optimization,Noise measurement,Pattern recognition,Computer science,Iterative method,Algorithm,Regularization (mathematics),Total variation denoising,Minification,Artificial intelligence,Image restoration
Conference
Citations 
PageRank 
References 
1
0.37
6
Authors
5
Name
Order
Citations
PageRank
Jérôme Darbon151241.96
Igor Ciril211.04
Antonio Marquina343145.30
Tony F. Chan48733659.77
Stanley Osher57973514.62