Introduction Intelligent driving and automated driving technologies are gradually developing and maturing, and in-vehicle multi-phase machine sensing systems have become the core key to vehicle safety and environmental identification. Multiple in-vehicle cameras capture image data from different angles, enabling vehicles to obtain more complete environmental information, which can assist in accomplishing lane detection, object recognition, pedestrian warning, and ...