Learning the Next Best View for 3D Point Clouds via Topological Features

Christopher Collander, William J. Beksi, Manfred Huber

In this paper, we introduce a reinforcement learning approach utilizing a novel topology-based information gain metric for directing the next best view of a noisy 3D sensor. The me…