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Non-negative matrix factorization (NMF) is generally an ill-posed problem which requires further regularization. Regularization of NMF using the assumption of sparsity is common as well as ...

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The main contributions of this article are threefold: 1) a new framework named ICoNMF-TV based on non-negative matrix factorization method and TV regularization is developed to improve the performance ...