Geometric Capsule Autoencoders for 3D Point Clouds

Nitish Srivastava, Hanlin Goh, Ruslan Salakhutdinov

We propose a method to learn object representations from 3D point clouds using bundles of geometrically interpretable hidden units, which we call geometric capsules. Each geometric…