Research map / 3D vision / Depth and stereo
3D Reconstruction of Transparent Objects With Position-Normal Consistency
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Jointly optimize surface positions and normals using position-normal consistency | Transparent-object reconstruction · Synthetic sphere | depth and normal reconstruction error | Helped |
| Estimate refractive index by minimizing cross-view Snell-normal reconstruction error | Transparent-object reconstruction · Synthetic sphere | refractive-index estimation | Helped |
| Use the objective function directly to estimate refractive index instead of the cross-view reconstruction error | Position-Normal Consistency · Synthetic sphere | refractive-index estimation | Hurt |
| Use two camera views and position-normal consistency to reconstruct both surfaces | Transparent-object reconstruction · Swarovski ornament, glass ball, and green bird | reconstruction accuracy | Helped |
Closest papers by meaning
- Differentiable Neural Surface Refinement for Modeling Transparent Objects (CVPR 2024 · similarity 0.87)
- Multi-times Monte Carlo Rendering for Inter-reflection Reconstruction (NeurIPS 2024 · similarity 0.85)
- From Transparent to Opaque: Rethinking Neural Implicit Surfaces with $\alpha$-NeuS (NeurIPS 2024 · similarity 0.84)
- High-Fidelity Polarimetric Implicit 3D Reconstruction with View-Dependent Physical Representation (AAAI 2025 · similarity 0.84)
- Factored-NeuS: Reconstructing Surfaces, Illumination, and Materials of Possibly Glossy Objects (CVPR 2025 · similarity 0.84)
- Normal-NeRF: Ambiguity-Robust Normal Estimation for Highly Reflective Scenes (AAAI 2025 · similarity 0.84)
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