Light-Weight Pointcloud Representation with Sparse Gaussian Process

Mahmoud Ali, Lantao Liu

This paper presents a framework to represent high-fidelity pointcloud sensor observations for efficient communication and storage. The proposed approach exploits Sparse Gaussian Pr…