Compton Tomography Image Reconstruction on AAPM noisy (test)
32.48PSNRUnWave-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UnWave-Netdetectors (K)=150, noise_level=with noise, unrolling_iterations (T)=162024.06 | 32.48 | 93.91 | |
| UnWave-Netdetectors (K)=100, noise_level=with noise, unrolling_iterations (T)=162024.06 | 32.44 | 93.07 | |
| LEARNdetectors (K)=100, noise_level=with noise2024.06 | 32.16 | 92.95 | |
| RegFormerdetectors (K)=150, noise_level=with noise2024.06 | 32.11 | 93.8 | |
| RegFormerdetectors (K)=100, noise_level=with noise2024.06 | 31.83 | 92.98 | |
| LEARNdetectors (K)=150, noise_level=with noise2024.06 | 31.63 | 93.66 | |
| LPDdetectors (K)=150, noise_level=with noise2024.06 | 31.43 | 92.72 | |
| LPDdetectors (K)=100, noise_level=with noise2024.06 | 31.4 | 91.83 | |
| DuDoTransdetectors (K)=150, noise_level=with noise2024.06 | 28.99 | 81.46 | |
| U-Netdetectors (K)=150, noise_level=with noise2024.06 | 28.03 | 83.93 | |
| U-Netdetectors (K)=100, noise_level=with noise2024.06 | 27.36 | 82.58 | |
| DuDoTransdetectors (K)=100, noise_level=with noise2024.06 | 27.36 | 79.74 | |
| TVdetectors (K)=150, noise_level=with noise2024.06 | 26.54 | 80.51 | |
| TVdetectors (K)=100, noise_level=with noise2024.06 | 25.27 | 78.19 | |
| Pseudo-inversedetectors (K)=150, noise_level=with noise2024.06 | 19.43 | 21.44 | |
| Pseudo-inversedetectors (K)=100, noise_level=with noise2024.06 | 18.17 | 17.08 |