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ResearchFormerly WizWand

Sparse-view CT Reconstruction on (test)

35.26SNR (dB)RED (DEQ)
29.207230.778632.3533.9214May 25, 2022
Updated 8mo ago

Evaluation results

MethodLinks
RED (DEQ)Projection Views=120, Image Size=512 x 512, Optimizer=SGD2022.0535.260.9845
ODERProjection Views=120, Image Size=512 x 512, Optimizer=SGD2022.0535.120.9841
RED (Unfold)Projection Views=120, Image Size=512 x 512, Optimizer=Adam2022.0535.010.9824
RED (DEQ)Projection Views=90, Image Size=512 x 512, Optimizer=SGD2022.0534.610.9826
ODERProjection Views=90, Image Size=512 x 512, Optimizer=SGD2022.0534.40.9824
U-NetProjection Views=120, Image Size=512 x 512, Optimizer=Adam2022.0534.020.979
RED (Unfold)Projection Views=90, Image Size=512 x 512, Optimizer=Adam2022.0533.970.9753
RED (Denoising)Projection Views=120, Image Size=512 x 512, Optimizer=Adam2022.0533.60.9789
ISTA-Net+Projection Views=120, Image Size=512 x 512, Optimizer=Adam2022.0533.380.9755
U-NetProjection Views=90, Image Size=512 x 512, Optimizer=Adam2022.0533.050.9741
RED (Denoising)Projection Views=90, Image Size=512 x 512, Optimizer=Adam2022.0532.640.9708
ISTA-Net+Projection Views=90, Image Size=512 x 512, Optimizer=Adam2022.0532.150.9706
TVProjection Views=120, Image Size=512 x 5122022.0530.270.9731
TVProjection Views=90, Image Size=512 x 5122022.0529.440.9688