Research Article

Compressed Sensing MRI Reconstruction with Multiple Sparsity Constraints on Radial Sampling

Table 2

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

DatasetSampling maskSparseMRIRecPFFCSAFCSA-NLTVWaTMRIProposed

Chest imageRadial uniform24.5424.3925.1225.0525.1627.57
Radial golden24.3124.2824.7724.7224.9026.78
Radial randomized22.6622.6523.4423.4123.4825.77
Renal_ArteriesRadial uniform26.9626.8228.3128.6928.9530.88
Radial golden26.7726.5828.0928.4128.6430.35
Radial randomized25.0324.8626.2626.6626.8428.27