Open3D
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[WIP] Upgrade tensor-based RGB-D Reconstruction System
New modules
- [x]
--fragment_registration: point cloud odometry and global registration with tensor ICP and correspondences from feature matching - [x]
--fusion: final reconstruction after joint optimization
Improvements
- [x] pose graph wrapper's visualization module
TODO (minor)
- [ ] Policies for point cloud loop closure detection: [exhaustive, windowed, random]
- [ ] RGB-D loop closure from features (temporarily cv2's ORB feature)
- [ ] Multi-scale ICP and refined pose graph optimization
- [ ] CPU/CUDA/Legacy switcher
Future work
- [ ] Fast global registration with CUDA
- [ ] Mean reduction for voxel downsample
- [ ] GUI (look into COLMAP)
- [ ] Interface for learned loop closure detection (external learned image/point cloud descriptors)
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