X-ray NDT (Radiography)
xray_ndt
Industrial Inspection
X-Ray
Forward-Model Signal Chain
Each primitive represents a physical operation in the measurement process. Arrows show signal flow left to right.
Spec Notation
Π → D
Benchmark Variants & Leaderboards
X-ray NDT (Radiography)
X-ray NDT (Radiography)
Spec Notation
Π → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | FBPConvNet | 0.816 | 35.81 | 0.939 | ✓ Certified | Jin et al., IEEE TIP 2017 |
| 🥈 | DR-GAN | 0.798 | 34.07 | 0.961 | ✓ Certified | Zhang et al., NDT&E Int. 2021 |
| 🥉 | PnP-ADMM | 0.740 | 32.64 | 0.891 | ✓ Certified | Venkatakrishnan et al., 2013 |
| 4 | FBP | 0.601 | 27.38 | 0.790 | ✓ Certified | Kak & Slaney, 1988 |
Mismatch Parameters (4) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| source_position_error | s_p | Source position error (mm) | 0.0 | 0.2 |
| beam_hardening | b_h | Beam hardening (-) | 0.0 | 0.02 |
| detector_gain_drift | d_g | Detector gain drift (-) | 1.0 | 1.01 |
| geometric_magnification | g_m | Geometric magnification (-) | 2.0 | 2.04 |