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

Table 16 The algorithms require less than 1 s calculation time

Group	Abbreviation	Algorithm name
LRR	ADM	Alternating direction method
LRR	LADMAP	Linearized ADM with adaptive penalty
LRR	FastLADMAP	Fast LADMAP
LRR	ROSL	Robust orthonormal subspace learning
MC	GROUSE	Grassmannian rank-one update subspace estimation
MC	LMaFit	Low-rank matrix fitting
MC	LRGeomCG	Low-rank matrix completion by Riemannian optimization
NMF	nmfLS2	Nonnegative matrix factorization with sparse matrix
NMF	Semi-NMF	Semi-nonnegative matrix factorization
NMF	Deep-semi-NMF	deep semi-nonnegative matrix factorization
RPCA	FPCP	Fast PCP
RPCA	L1F	L1 filtering
RPCA	noncvxRPCA	Robust PCA via nonconvex rank approximation
RPCA	VBRPCA	Variational Bayesian RPCA
RPCA	GoDec	Go decomposition
RPCA	GreGoDec	Greedy semi-soft GoDec algorithm
TD	Tucker-ADAL	Tucker decomposition solved by ADAL
TD	Tucker-ALS	Tucker decomposition solved by ALS

ISSN: 1475-925X