Research map / Image generation / Image restoration
Radiometric Calibration From Faces in Images
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use skin pigment low-rank calibration with geometry-guided shading decomposition instead of the strongest baseline, ISCRF | Single-image radiometric calibration · Synthetic images (DoRF) | RMSE (×102): 21.9 -> 3.70 | Helped |
| Use skin pigment low-rank calibration with geometry-guided shading decomposition instead of the strongest baseline, ISCRF | Single-image radiometric calibration · Real images | RMSE (×102): 9.18 -> 3.45 | Helped |
| Add geometry-guided intrinsic image decomposition to account for shading variation (ablation) | Skin pigment calibration · Synthetic images (DoRF) | RMSE (×102): 12.5 -> 3.70 | Helped |
| Add geometry-guided intrinsic image decomposition to account for shading variation (ablation) | Skin pigment calibration · Real images | RMSE (×102): 5.65 -> 3.45 | Helped |
Closest papers by meaning
- Radiometric Calibration for Internet Photo Collections (CVPR 2017 · similarity 0.88)
- A Morphable Face Albedo Model (CVPR 2020 · similarity 0.85)
- Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues (CVPR 2023 · similarity 0.85)
- S^3-Face: SSS-Compliant Facial Reflectance Estimation via Diffusion Priors (CVPR 2025 · similarity 0.84)
- Monocular Identity-Conditioned Facial Reflectance Reconstruction (CVPR 2024 · similarity 0.82)
- Evaluate Geometry of Radiance Fields with Low-Frequency Color Prior (AAAI 2024 · similarity 0.82)
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