Research Article

Compressed Sensing MRI Reconstruction with Multiple Sparsity Constraints on Radial Sampling

Table 4

FSIM of images reconstructed with 20% sampling (ISNR=20).

DatasetSampling maskSparseMRIRecPFFCSAFCSA-NLTVWaTMRIProposed

Chest imageRadial uniform0.780.790.810.810.810.85
Radial golden0.770.790.800.800.800.84
Radial randomized0.760.770.780.780.780.82
Renal_ArteriesRadial uniform0.830.820.850.860.870.89
Radial golden0.810.810.840.850.850.88
Radial randomized0.790.790.820.830.830.85