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Table 11 The algorithms with non-negative requirement

From: Clutter suppression in ultrasound: performance evaluation and review of low-rank and sparse matrix decomposition methods

Group

Abbreviation

Algorithm name

MC

MC-NMF

Nonnegative mtrix completion

NMF

NMF-MU

NMF solved by mltiplicative udates

NMF

NMF-ALS-OBS

NMF solved by alternating least squares with optimal brain surgeon

NMF

LNMF

Spatially localized NMF

NMF

iNMF

Incremental subspace learning via NMF

TD

CP-APR

PARAFAC/CP decomposition solved by alternating Poisson regression