A novel partial point cloud registration method based on graph attention network

Point cloud registration is a challenging task due to sparsity and unknown initial correspondence information. The traditional registration methods tend to converge to local optimal solutions and rely on good initial correspondence information. Deep learning-based methods show good adaptability to initial information and noises, but they cannot effectively cope with partial-to-partial registration scenes. This paper proposes a partial point …