6533b826fe1ef96bd1284590
RESEARCH PRODUCT
A note on the Bregmanized Total Variation and dual forms
Igor CirilAntonio MarquinaStanley OsherJérôme DarbonTony F. Chansubject
Mathematical optimizationNoise measurementIterative methodCommon frameworkMinificationTotal variation denoisingAlgorithmRegularization (mathematics)Image restorationMathematicsdescription
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 | journal | country | edition | language |
|---|---|---|---|---|
| 2009-11-01 | 2009 16th IEEE International Conference on Image Processing (ICIP) |