Joint Point Cloud Upsampling and Cleaning with Octree-based CNNs

Jihe Li, Bo Pang, Peng-Shuai Wang

Recovering dense and uniformly distributed point clouds from sparse or noisy data remains a significant challenge. Recently, great progress has been made on these tasks, but usuall…