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Sparse coding has achieved a great success in various image processing tasks.However, a benchmark to measure the sparsity of image patch/group is missingsince sparse coding is essentially an NP-hard problem. This work attempts tofill the gap from the perspective of rank minimization. More details please seethe manuscript....

A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization