Research Article
Compressed Sensing MRI Reconstruction with Multiple Sparsity Constraints on Radial Sampling
Table 4
FSIM of images reconstructed with 20% sampling (ISNR=20).
| Dataset | Sampling mask | SparseMRI | RecPF | FCSA | FCSA-NLTV | WaTMRI | Proposed |
| Chest image | Radial uniform | 0.78 | 0.79 | 0.81 | 0.81 | 0.81 | 0.85 | Radial golden | 0.77 | 0.79 | 0.80 | 0.80 | 0.80 | 0.84 | Radial randomized | 0.76 | 0.77 | 0.78 | 0.78 | 0.78 | 0.82 | Renal_Arteries | Radial uniform | 0.83 | 0.82 | 0.85 | 0.86 | 0.87 | 0.89 | Radial golden | 0.81 | 0.81 | 0.84 | 0.85 | 0.85 | 0.88 | Radial randomized | 0.79 | 0.79 | 0.82 | 0.83 | 0.83 | 0.85 |
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