Xiangyun Ren

Collaborative Learning of Local 3D Occupancy Prediction and Versatile Global Occupancy Mapping

Vision-based 3D semantic occupancy prediction is vital for autonomous driving, enabling unified modeling of static infrastructure and dynamic agents. Global occupancy maps serve as long-term memory priors, providing valuable historical context that enhances local perception. This is particularly imp…