Image Reconstruction on MRI Set2 (10% sampling)
27.1SNR (dB)RED (DEQ)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RED (DEQ)Sampling Rate=10%, Resolution=320x320, Simulated Coils=96, Time (CPU)=166.9s, Time (GPU)=4.577s2022.05 | 27.1 | 0.9789 | |
| ODERSampling Rate=10%, Resolution=320x320, Simulated Coils=96, Time (CPU)=120.0s, Time (GPU)=3.005s2022.05 | 27.03 | 0.9783 | |
| RED (Denoising)Sampling Rate=10%, Resolution=320x320, Simulated Coils=96, Time (CPU)=272.4s, Time (GPU)=7.511s2022.05 | 26.42 | 0.9748 | |
| RED (Unfold)Sampling Rate=10%, Resolution=320x320, Simulated Coils=96, Time (CPU)=8.744s, Time (GPU)=0.231s2022.05 | 26.37 | 0.9744 | |
| U-NetSampling Rate=10%, Resolution=320x320, Simulated Coils=96, Time (CPU)=0.683s, Time (GPU)=0.011s2022.05 | 26.04 | 0.9712 | |
| ISTA-Net+Sampling Rate=10%, Resolution=320x320, Simulated Coils=96, Time (CPU)=8.993s, Time (GPU)=0.264s2022.05 | 25.82 | 0.9693 | |
| TVSampling Rate=10%, Resolution=320x320, Simulated Coils=96, Time (CPU)=122.2s, Time (GPU)=7.591s2022.05 | 24.84 | 0.9674 |