Intraoperative laparoscopic liver surface registration with preoperative CT using mixing features and overlapping region masks.

The proposed point cloud registration method uses the learned overlapping mask to filter the non-overlapping areas in the point cloud, then the extracted overlapping area point cloud is registered according to the mixed features and global features, and this method is robust and efficient in low-overlap liver surface registration.