This research introduces a cutting-edge approach to traffic infrastructure digitization. integrating UAV oblique photography with LiDAR point clouds for high-precision. lightweight 3D road modeling. The proposed method addresses the challenge of accurately capturing the current state of infrastructure while minimizing redundancy and optimizing computational efficiency. https://www.sukrensi.com/