Image Reconstruction on Seven Standard Grayscale Images (test)
23.78PSNRPGD-MC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PGD-MCAperture=Circular (2r/H=1.0), Transparency rate=0.796, Noise level (sigma_z)=15, Looks (L)=4, Prior model=BM3D2026.02 | 23.78 | 0.7036 | |
| PGD-MCAperture=Circular (2r/H=1.0), Transparency rate=0.796, Noise level (sigma_z)=50, Looks (L)=4, Prior model=Deep Decoder2026.02 | 22.54 | 0.5828 | |
| PGD-MCAperture=Annular, Transparency rate=0.704, Noise level (sigma_z)=50, Looks (L)=4, Prior model=Deep Decoder2026.02 | 22.2 | 0.5746 | |
| PGD-MCAperture=Circular (2r/H=0.8), Transparency rate=0.508, Noise level (sigma_z)=25, Looks (L)=4, Prior model=BM3D2026.02 | 21.68 | 0.6462 | |
| PGD-MCAperture=Circular (2r/H=0.8), Transparency rate=0.508, Noise level (sigma_z)=15, Looks (L)=1, Prior model=BM3D2026.02 | 19.69 | 0.5726 | |
| PGD-MCAperture=Circular (2r/H=0.8), Transparency rate=0.508, Noise level (sigma_z)=15, Looks (L)=1, Prior model=Deep Decoder2026.02 | 19.06 | 0.4631 | |
| CPnP-EMAperture=Circular (2r/H=0.8), Transparency rate=0.508, Noise level (sigma_z)=15, Looks (L)=1, Prior model=Deep Decoder2026.02 | 16.94 | 0.2212 | |
| PGD-MCAperture=Circular (2r/H=0.8), Transparency rate=0.508, Noise level (sigma_z)=15, Looks (L)=1, Prior model=DnCNN2026.02 | 11.28 | 0.4256 | |
| CPnP-EMAperture=Circular (2r/H=0.8), Transparency rate=0.508, Noise level (sigma_z)=15, Looks (L)=1, Prior model=BM3D2026.02 | 10.29 | 0.23 | |
| CPnP-EMAperture=Circular (2r/H=0.8), Transparency rate=0.508, Noise level (sigma_z)=15, Looks (L)=1, Prior model=DnCNN2026.02 | 9.66 | 0.1215 | |
| InitializationAperture=Circular (2r/H=0.8), Transparency rate=0.508, Noise level (sigma_z)=15, Looks (L)=12026.02 | 8.6 | 0.0789 |