Research map / 3D vision / Depth and stereo
Self-Calibrating Polarising Radiometric Calibration
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Jointly estimate the inverse camera response function and unknown polarising angles | Polarising radiometric calibration · Synthetic DoRF | ICRF RMSE: 0.0299 | Helped |
| Use the proposed joint calibration instead of [26] | Nikon D800E lion · Nikon D800E lion | Angular RMSE: 0.471 -> 0.446 | Helped |
| Use the proposed joint calibration instead of [26] | Nikon D800E tiger · Nikon D800E tiger | Angular RMSE: 2.28 -> 2.11 | Helped |
| Use more selected pixels in the optimisation (ablation) | Self-calibrating polarising radiometric calibration · Nikon D800E lion | ICRF accuracy | No clear effect |
Closest papers by meaning
- PolarScale: A Physics-Grounded Benchmark for Radiometrically Consistent RGB-to-Stokes Estimation (NeurIPS 2026 · similarity 0.81)
- Spectral and Polarization Vision: Spectro-polarimetric Real-world Dataset (CVPR 2024 · similarity 0.81)
- Glossy Object Reconstruction with Cost-effective Polarized Acquisition (CVPR 2025 · similarity 0.81)
- PIDSR: Complementary Polarized Image Demosaicing and Super-Resolution (CVPR 2025 · similarity 0.80)
- Robust Self-calibration of Focal Lengths from the Fundamental Matrix (CVPR 2024 · similarity 0.80)
- PolarRec: Improving Radio Interferometric Data Reconstruction Using Polar Coordinates (CVPR 2024 · similarity 0.80)
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