Lingwu Meng

A Conditional Denoising Diffusion Probabilistic Model for Point Cloud Upsampling

Point cloud upsampling (PCU) enriches the representation of raw point clouds significantly improving the performance in downstream tasks such as classification and reconstruction. Most of the existing point cloud upsampling methods focus on sparse point cloud feature extraction and upsampling module…