Lucky Imaging
lucky_imaging
Astronomy
Photon
Forward-Model Signal Chain
Each primitive represents a physical operation in the measurement process. Arrows show signal flow left to right.
Spec Notation
M → C → D
Benchmark Variants & Leaderboards
Lucky Imaging
Lucky Imaging
Spec Notation
M → C → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | SpeckleNet | 0.737 | 31.22 | 0.934 | ✓ Certified | Xin et al., ApJ 2022 |
| 🥈 | Drizzle | 0.561 | 24.8 | 0.796 | ✓ Certified | Fruchter & Hook, PASP 2002 |
| 🥉 | BDI | 0.555 | 24.62 | 0.790 | ✓ Certified | Law et al., ApJ 2006 |
| 4 | Shift-and-Add | 0.486 | 22.65 | 0.717 | ✓ Certified | Fried, JOSA 1966 |
Mismatch Parameters (4) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| fried_parameter_(r0) | f_p | Fried parameter (r0) (cm) | 15.0 | 17.0 |
| frame_selection_threshold | f_s | Frame selection threshold (-) | 10.0 | 18.0 |
| isoplanatic_angle | i_a | Isoplanatic angle (arcsec) | 5.0 | 6.0 |
| registration_error | r_e | Registration error (px) | 0.0 | 0.1 |