Abstract: Although point cloud has abundant information and can accurately describe objects' surface shape and structure, the amount of data has always been an essential factor restricting its wide ...

Abstract: LiDAR point cloud data is essential in autonomous driving, robotic navigation, and 3D modeling. However, noise caused by sensor errors and environmental factors degrades data quality and ...