Accurate Gaussian-Process-based Distance Fields with applications to Echolocation and Mapping

Cedric Le Gentil, Othmane-Latif Ouabi, Lan Wu +2

This paper introduces a novel method to estimate distance fields from noisy point clouds using Gaussian Process (GP) regression. Distance fields, or distance functions, gained popu…