Correspondence-based point cloud registration is a cornerstone in computer vision, robotics, autonomous navigation and remote sensing, which seeks to estimate the best rigid transformation between two clouds from correspondences established over 3D keypoints. Owing limited robustness accuracy, current keypoint matching techniques are rather prone yield outliers, probably large numbers, thus mak...