Point Cloud Registration

Rectified Point Flow: Generic Point Cloud Pose Estimation

We introduce a point cloud generative model that unifies pairwise registration and multi-part shape assembly, achieving state-of-the-art performance across multiple benchmarks.

Nothing Stands Still: A Spatiotemporal Benchmark on 3D Point Cloud Registration Under Large Geometric and Temporal Change

We introduce the Nothing Stands Still (NSS) benchmark, which focuses on the spatiotemporal registration of 3D scenes undergoing large spatial and temporal change.