Cameras and LiDAR view the environment around the vehicle differently. LiDAR has lower resolution than cameras but it is much more robust to difficult conditions (harsh weather, low light, etc.). Sensor fusion, and especially raw-sensor fusion, is instrumental in optimizing the all-around performance of multimodal perception systems.