2026
Topology-aware Feature Propagation for Unsupervised Non-rigid Point Cloud Correspondence
CVPR 2026
Unsupervised non-rigid point cloud correspondence aims to predict point-to-point correspondences without annotations. Existing methods leverage the spatial-relation-based feature propagation strategy that includes non-physical connections, which are sensitive to non-rigid deformation. To address thi