Applied Math And Analysis Seminar
Monday, October 12, 2009, 4:30pm, 119 Physics
Bill Allard
Some new results on total variation regularization for image processing
Abstract:
Total variation regularization has been used for image denoising and other purposes for about twenty years now. For the last few years I have been studying the geometric and regularity properties of minimizers for the associated variational problems with an eye toward a better understanding of them. In this talk I will describe some new results in this area including results on minimizers for anisotropic total variation. The motivation for this work is that some computational schemes naturally use a polygonal approximation to the standard Euclidean metric to define total variation. [video]

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