Nicolas Rivière

Bayesian inference of fog visibility from LiDAR point clouds and correlation with probabilities of detection

Degraded visual environments have strong impacts on the quality of LiDAR data. Experiments in artificial fog conditions show that noise points caused by water particles present various distance distributions which depend on visibility. This article introduces a mathematical framework based on Bayesi…