PVNet: Point-Voxel Interaction LiDAR Scene Upsampling Via Diffusion Models

Xianjing Cheng, Lintai Wu, Zuowen Wang +3

Accurate 3D scene understanding in outdoor environments heavily relies on high-quality point clouds. However, LiDAR-scanned data often suffer from extreme sparsity, severely hinder…