Excavator’s main tasks include digging, trenching, and ground leveling at construction sites, as well work efficiency safety can be improved by using an autonomous excavator. A prerequisite step to achieving excavation is obtain a sound perception of the surrounding ground. For this, LiDAR sensor has been widely used scan environment. However, point cloud generated not ideal for surface reconst...