
Description
Point cloud registration models need retuning or retraining for every new LiDAR or scene. BUFFER-X from MIT SPARK is a zero-shot point cloud registration method that aligns new data without adjustment.
It's robust across indoor RGB-D and outdoor LiDAR datasets, an ICCV 2025 Highlight.
Zero-shot:New data works.
Sensors:RGB-D and LiDAR.
Auto-adapt:Scale estimated.
It's robust across indoor RGB-D and outdoor LiDAR datasets, an ICCV 2025 Highlight.
Features
Zero-shot:New data works.
Sensors:RGB-D and LiDAR.
Auto-adapt:Scale estimated.
