Research map / 3D vision / Depth and stereo
PlanarRecon: Real-Time 3D Plane Detection and Reconstruction From Posed Monocular Videos
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Add the plane branch (ablation) | PlanarRecon · ScanNet | F-score: 0.349 -> 0.372 | Helped |
| Add the voting branch (ablation) | PlanarRecon · ScanNet | F-score: 0.148 -> 0.372 | Helped |
| Use learning-based fusion instead of a fixed weight gamma (ablation) | PlanarRecon · ScanNet | F-score: 0.358 -> 0.372 | Helped |
| Use learning-based tracking instead of plane IoU matching (ablation) | PlanarRecon · ScanNet | F-score: 0.362 -> 0.372 | Helped |
Closest papers by meaning
- AlphaTablets: A Generic Plane Representation for 3D Planar Reconstruction from Monocular Videos (NeurIPS 2024 · similarity 0.88)
- Towards In-the-wild 3D Plane Reconstruction from a Single Image (CVPR 2025 · similarity 0.87)
- PanoRecon: Real-Time Panoptic 3D Reconstruction from Monocular Video (CVPR 2024 · similarity 0.86)
- AirPlanes: Accurate Plane Estimation via 3D-Consistent Embeddings (CVPR 2024 · similarity 0.85)
- PlanarSplatting: Accurate Planar Surface Reconstruction in 3 Minutes (CVPR 2025 · similarity 0.85)
- PLANA3R: Zero-shot Metric Planar 3D Reconstruction via Feed-forward Planar Splatting (NeurIPS 2025 · similarity 0.85)
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