Abstract:
Disclosed herein are systems and methods for classifying regions of a scanning zone of a light detection and ranging (LIDAR) scan. One example includes a method for receiving information indicative of a light detection and ranging (LIDAR) scan of a vehicle. The method further involves generating a point map of the scanning zone. The method further involves generating a density profile of the point map that is indicative of density of one or more regions of the scanning zone characterized at one or more distances. The method further involves generating an elevation profile of the point map that is indicative of elevation of one or more reflected features in the scanning zone characterized at one or more distances. The method further involves classifying regions of the scanning zone based on the density profile and the elevation profile.