Abstract: LiDAR directly acquires 3D point measurements of physical surfaces, making it well-suited for interpreting objects in tasks such as object reconstruction and semantic mapping. However, each ...

Abstract: Road object detection is pivotal in autonomous vehicles, traffic management, and safety. Traditional methods have limitations in complex real-world road scenarios. Deep learning, with its ...