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IEEE Transactions on Signal Processing· 2016Q1

Smooth PARAFAC Decomposition for Tensor Completion

Tatsuya Yokota, Qibin Zhao, Andrzej Cichocki

Short summary

A new 'smooth PARAFAC tensor completion' (SPC) method improves visual data recovery by combining low-rank approximations with smoothness constraints (total variation or quadratic variation).

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Field: Computational Mathematics

Computational MathematicsMathematics