Geometry of total variation regularized L^p-model

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...

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Bibliographic Details
Main Authors: Tai, Xue Cheng, Shi, Yuying, Wang, Li-Lian
Other Authors: School of Physical and Mathematical Sciences
Format: Article
Language:English
Published: 2013
Subjects:
Online Access:https://hdl.handle.net/10356/107177
http://hdl.handle.net/10220/17917
http://dx.doi.org/10.1016/j.cam.2011.09.043
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Institution: Nanyang Technological University
Language: English