Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6423172 | Journal of Computational and Applied Mathematics | 2012 | 12 Pages |
Abstract
In this paper, the geometry and scale selection properties of the total variation (TV) regularized Lp-model are rigorously analyzed. Some intrinsic features different from the TV-L1 model are derived and demonstrated. Numerical algorithms based on recent developed augmented Lagrangian methods are implemented and numerical results consistent with the theoretical results are provided.
Related Topics
Physical Sciences and Engineering
Mathematics
Applied Mathematics
Authors
Yuying Shi, Li-Lian Wang, Xue-Cheng Tai,