You can try ORB-SLAM https://github.com/raulmur/ORB_SLAM2. It has very good results and is faster than method based on point clouds. --- [Visit Topic](https://discourse.ros.org/t/markerless-positional-tracking/3589/2) or reply to this email to respond.