Research map / 3D vision / Depth and stereo
Polarimetric Normal Stereo
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use Polarimetric Normal Stereo instead of PatchMatch Stereo | surface normal estimation · Pig | mean angular error (degrees): 33.3 -> 21.8 | Helped |
| Use Polarimetric Normal Stereo instead of PatchMatch Stereo | surface normal estimation · Lemon | mean angular error (degrees): 58.5 -> 20.9 | Helped |
| Use Polarimetric Normal Stereo instead of PatchMatch Stereo | surface normal estimation · Book | mean angular error (degrees): 22.3 -> 23.6 | No clear effect |
| Use Polarimetric Normal Stereo instead of PatchMatch Stereo | surface normal estimation · Dinosaur | mean angular error (degrees): 29.2 -> 32.8 | Mixed |
| Use Polarimetric Normal Stereo instead of PatchMatch Stereo | surface normal estimation · Stone | mean angular error (degrees): 70.2 -> 31.5 | Helped |
| Add belief-propagation normal propagation (ablation) | Polarimetric Normal Stereo · Pig, Lemon, Book, Dinosaur, and Stone | variance of angular error (degrees): 807.9 -> 228.7; 825.6 -> 264.6; 532.5 -> 243.0; 336.9 -> 333.6; 883.3 -> 267.6 | Helped |
| Add belief-propagation normal propagation (ablation) | Polarimetric Normal Stereo · Pig, Lemon, Book, Dinosaur, and Stone | mean angular error (degrees): 21.8 -> 21.8; 20.9 -> 21.3; 23.7 -> 23.6; 32.2 -> 32.8; 31.6 -> 31.5 | Mixed |
Closest papers by meaning
- Glossy Object Reconstruction with Cost-effective Polarized Acquisition (CVPR 2025 · similarity 0.87)
- SPIDeRS: Structured Polarization for Invisible Depth and Reflectance Sensing (CVPR 2024 · similarity 0.87)
- Polarization Wavefront Lidar: Learning Large Scene Reconstruction from Polarized Wavefronts (CVPR 2024 · similarity 0.87)
- SfPUEL: Shape from Polarization under Unknown Environment Light (NeurIPS 2024 · similarity 0.86)
- GNeRP: Gaussian-guided Neural Reconstruction of Reflective Objects with Noisy Polarization Priors (ICLR 2024 · similarity 0.86)
- High-Fidelity Polarimetric Implicit 3D Reconstruction with View-Dependent Physical Representation (AAAI 2025 · similarity 0.86)
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