LIDAR Based Sequential Registration and Mapping for Autonomous Vehicles

In this thesis, we investigate the problem of registering LIDAR point clouds to a common representation of a scene. This is necessary for autonomous vehicle navigation. A representation of a 3D scene suitable for aggregation of LIDAR data is proposed, based on discrete probability density distribution of points in space. An online algorithm for robust… CONTINUE READING