Irregular Convolutional Auto-Encoder on Point Clouds

Zhang Yuhui, Greg Gutmann, Konagaya Akihiko

We proposed a novel graph convolutional neural network that could construct a coarse, sparse latent point cloud from a dense, raw point cloud. With a novel non-isotropic convolutio…