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ResearchFormerly WizWand

Image Reconstruction on MRI Set1 (10% sampling)

24.1SNR (dB)RED (DEQ)
20.751221.620622.4923.3594May 25, 2022
Updated 8mo ago

Evaluation results

MethodLinks
RED (DEQ)Sampling Rate=10%, Resolution=320x320, Simulated Coils=96, Time (CPU)=166.9s, Time (GPU)=4.577s2022.0524.194.51
ODERSampling Rate=10%, Resolution=320x320, Simulated Coils=96, Time (CPU)=120.0s, Time (GPU)=3.005s2022.0524.0894.42
RED (Unfold)Sampling Rate=10%, Resolution=320x320, Simulated Coils=96, Time (CPU)=8.744s, Time (GPU)=0.231s2022.0523.3793.63
RED (Denoising)Sampling Rate=10%, Resolution=320x320, Simulated Coils=96, Time (CPU)=272.4s, Time (GPU)=7.511s2022.0523.2993.52
U-NetSampling Rate=10%, Resolution=320x320, Simulated Coils=96, Time (CPU)=0.683s, Time (GPU)=0.011s2022.0523.0793.29
ISTA-Net+Sampling Rate=10%, Resolution=320x320, Simulated Coils=96, Time (CPU)=8.993s, Time (GPU)=0.264s2022.0522.9592.98
TVSampling Rate=10%, Resolution=320x320, Simulated Coils=96, Time (CPU)=122.2s, Time (GPU)=7.591s2022.0520.8890.59