BUFFER-X

BUFFER-X

Zero-shot point cloud registration

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.

Features



Zero-shot:New data works.

Sensors:RGB-D and LiDAR.

Auto-adapt:Scale estimated.