Active Thermography (IR)
active_thermography
Industrial Inspection
Ir
Forward-Model Signal Chain
Each primitive represents a physical operation in the measurement process. Arrows show signal flow left to right.
Spec Notation
P → D
Benchmark Variants & Leaderboards
Active Thermography (IR)
Active Thermography (IR)
Spec Notation
P → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | DiffusionThermo | 0.817 | 35.5 | 0.950 | ✓ Certified | Diffusion model for thermal imaging, 2024 |
| 🥈 | ThermoFormer | 0.794 | 34.5 | 0.938 | ✓ Certified | Thermography transformer, 2024 |
| 🥉 | PINN-Thermo | 0.760 | 33.0 | 0.920 | ✓ Certified | PINN thermography extension 2024 |
| 4 | U-Net Thermo | 0.736 | 32.0 | 0.905 | ✓ Certified | Fang et al., IEEE TIM 2023 |
| 5 | ThermoNet | 0.685 | 30.0 | 0.870 | ✓ Certified | Hu et al., NDT&E Int. 2024 |
| 6 | PnP-ADMM | 0.595 | 27.0 | 0.790 | ✓ Certified | Venkatakrishnan et al., 2013 |
| 7 | PCT | 0.495 | 24.0 | 0.690 | ✓ Certified | Maldague & Marinetti, 1996 |
| 8 | TSR | 0.427 | 22.0 | 0.620 | ✓ Certified | Shepard et al., Opt. Eng. 2003 |
Mismatch Parameters (4) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| emissivity_error | e_e | Emissivity error (-) | 0.95 | 0.96 |
| heat_source_power_drift | h_s | Heat source power drift (-) | 1.0 | 1.02 |
| background_temperature | b_t | Background temperature (C) | 25.0 | 26.0 |
| integration_time_offset | i_t | Integration time offset (s) | 0.0 | 0.02 |