Geometry of total variation regularized L^p-model
Tai, Xue Cheng
Date of Issue2012
School of Physical and Mathematical Sciences
In this paper, the geometry and scale selection properties of the total variation (TV) regularized L^p-model are rigorously analyzed. Some intrinsic features different from the TV-L^1 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.
Journal of computational and applied mathematics