SVN-ICP: Uncertainty Estimation of ICP-based LiDAR Odometry using Stein Variational Newton

Shiping Ma, Haoming Zhang, Marc Toussaint

This letter introduces SVN-ICP, a novel Iterative Closest Point (ICP) algorithm with uncertainty estimation that leverages Stein Variational Newton (SVN) on manifold. Designed spec…