Research map / 3D vision / Depth and stereo
Degree-of-Linear-Polarization-Based Color Constancy
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use DoLP-based color constancy | Color constancy on 82 scenes · 82 scenes | Tri-mean angular error: 2.73 -> 2.65 | Helped |
| Use DoLP-based color constancy | Color constancy on 82 scenes · 82 scenes | Mean angular error: 3.55 -> 3.82 | Hurt |
| Use DoLP-based color constancy | Color constancy without blue-sky scenes · 79 images without blue skies | Mean angular error: 3.43 -> 3.21 | Helped |
| Include diffuse polarization in the polarization model (ablation) | DoLP-based color constancy · two diffuse-dominated color-chart scenes | Angular error: 6.22 and 7.38 -> 0.83 and 1.13 | Helped |
| Include diffuse polarization in the polarization model (ablation) | DoLP-based color constancy · 82 evaluation scenes | Mean angular error: 4.24 -> 3.82 | Helped |
Closest papers by meaning
- RGB-to-Polarization Estimation: A New Task and Benchmark Study (NeurIPS 2025 · similarity 0.88)
- Spectral and Polarization Vision: Spectro-polarimetric Real-world Dataset (CVPR 2024 · similarity 0.85)
- Polarized Color Screen Matting (CVPR 2025 · similarity 0.85)
- GCC: Generative Color Constancy via Diffusing a Color Checker (CVPR 2025 · similarity 0.84)
- Glossy Object Reconstruction with Cost-effective Polarized Acquisition (CVPR 2025 · similarity 0.84)
- PolarFree: Polarization-based Reflection-Free Imaging (CVPR 2025 · similarity 0.84)
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