4DMatch

Lepard: Learning partial point cloud matching in rigid and deformable scenes

Lepard, a Learning based approach for partial point cloud matching in rigid and deformable scenes with key characteristics are an architecture that disentangles point cloud representation into feature space and 3D position space and a position encoding method that explicitly reveals 3D relative distance information through the dot product of vectors.