Title
Stability and Experimental Comparison of Prototypical Iterative Schemes for Total Variation Regularized Problems.
Abstract
Various iterative methods are available for the approximate solution of non-smooth minimization problems. For a popular non-smooth minimization problem arising in image processing, we discuss the suitable application of three prototypical methods and their stability. The methods are compared experimentally with a focus on choice of stopping criteria, influence of rough initial data, step sizes as well as mesh sizes. An overview of existing algorithms is given.
Year
DOI
Venue
2016
10.1515/cmam-2016-0014
COMPUTATIONAL METHODS IN APPLIED MATHEMATICS
Keywords
Field
DocType
Total Variation,Finite Elements,Iterative Schemes,Stability
Applied mathematics,Finite element method,Mathematics
Journal
Volume
Issue
ISSN
16
3
1609-4840
Citations 
PageRank 
References 
0
0.34
14
Authors
2
Name
Order
Citations
PageRank
Sören Bartels135556.90
Marijo Milicevic200.34