Paper list of deep learning on point clouds.
This repo collects papers on point cloud deep learning. Note that the stars I give to each paper contain personal bias for my own project, but actually I do appreciate all the works that have been done in this area. For my own purpose, I can't include all the papers that have been published. A more complete paper list since 2017 is here: https://github.com/Yochengliu/awesome-point-cloud-analysis.
Grid-based methods
Point-based methods
Combining point-based and grid-based methods
...(To be completed)
Note that some of these datasets don't provide point cloud data, which means you need some toolboxes to convert data from mesh or RGB-D images.