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This paper addresses the dictionary learning and sparse representation with the analysis model. Though it has been studied in the literature, there is still not an investigation in the context of dictionary learning for nonnegative signal representation. For measuring the sparseness, in this paper, we propose a measure that is so called the summation of blocked determinants. Based on this measure,...
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