3d Data Representation, 3d Point Cloud, Lidar.
Point clouds are unstructured and have no grid. Each point is independent and the distance between adjacent points is not fixed. Suppose, the task is to scan a rock, the point cloud would be irregularly spaced with no set pattern or grid. 3. Point clouds are unordered and permutation invariant. As