Image Reconstruction on MRI Set1 20% sampling
27.41SNR (dB)RED (DEQ)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RED (DEQ)Sampling Rate=20%, Resolution=320x320, Simulated Coils=96, Time (CPU)=166.9s, Time (GPU)=4.577s2022.05 | 27.41 | 96.6 | |
| ODERSampling Rate=20%, Resolution=320x320, Simulated Coils=96, Time (CPU)=120.0s, Time (GPU)=3.005s2022.05 | 27.22 | 96.49 | |
| RED (Denoising)Sampling Rate=20%, Resolution=320x320, Simulated Coils=96, Time (CPU)=272.4s, Time (GPU)=7.511s2022.05 | 26.85 | 95.98 | |
| RED (Unfold)Sampling Rate=20%, Resolution=320x320, Simulated Coils=96, Time (CPU)=8.744s, Time (GPU)=0.231s2022.05 | 26.81 | 95.91 | |
| U-NetSampling Rate=20%, Resolution=320x320, Simulated Coils=96, Time (CPU)=0.683s, Time (GPU)=0.011s2022.05 | 26.42 | 95.62 | |
| ISTA-Net+Sampling Rate=20%, Resolution=320x320, Simulated Coils=96, Time (CPU)=8.993s, Time (GPU)=0.264s2022.05 | 26.31 | 95.46 | |
| TVSampling Rate=20%, Resolution=320x320, Simulated Coils=96, Time (CPU)=122.2s, Time (GPU)=7.591s2022.05 | 24.87 | 94.45 |