Regularizing Self-supervised 3D Scene Flows with Surface Awareness and Cyclic Consistency

Patrik Vacek, David Hurych, Karel Zimmermann +2

Learning without supervision how to predict 3D scene flows from point clouds is essential to many perception systems. We propose a novel learning framework for this task which impr…