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ResearchFormerly WizWand

Image Reconstruction on MRI Set1 20% sampling

27.41SNR (dB)RED (DEQ)
24.768425.454226.1426.8258May 25, 2022
Updated 8mo ago

Evaluation results

MethodLinks
RED (DEQ)Sampling Rate=20%, Resolution=320x320, Simulated Coils=96, Time (CPU)=166.9s, Time (GPU)=4.577s2022.0527.4196.6
ODERSampling Rate=20%, Resolution=320x320, Simulated Coils=96, Time (CPU)=120.0s, Time (GPU)=3.005s2022.0527.2296.49
RED (Denoising)Sampling Rate=20%, Resolution=320x320, Simulated Coils=96, Time (CPU)=272.4s, Time (GPU)=7.511s2022.0526.8595.98
RED (Unfold)Sampling Rate=20%, Resolution=320x320, Simulated Coils=96, Time (CPU)=8.744s, Time (GPU)=0.231s2022.0526.8195.91
U-NetSampling Rate=20%, Resolution=320x320, Simulated Coils=96, Time (CPU)=0.683s, Time (GPU)=0.011s2022.0526.4295.62
ISTA-Net+Sampling Rate=20%, Resolution=320x320, Simulated Coils=96, Time (CPU)=8.993s, Time (GPU)=0.264s2022.0526.3195.46
TVSampling Rate=20%, Resolution=320x320, Simulated Coils=96, Time (CPU)=122.2s, Time (GPU)=7.591s2022.0524.8794.45