Shu Changyong

GSRender: Deduplicated Occupancy Estimation Via Weakly Supervised 3D Gaussian Splatting

Weakly-supervised 3D occupancy perception is crucial for vision-based autonomous driving in outdoor environments. Previous methods based on NeRF often face a challenge in balancing the number of samples used. Too many samples can decrease efficiency, while too few can compromise accuracy, leading to…