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Image restoration using total variation with overlapping group sparsity.
Information Sciences, (2015): 232-246
Image restoration is one of the most fundamental issues in imaging science. Total variation regularization is widely used in image restoration problems for its capability to preserve edges. In the literature, however, it is also well known for producing staircase artifacts. In this work we extend the total variation with overlapping group...More
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