PointNetKL: Deep Inference for GICP Covariance Estimation in Bathymetric SLAM

Ignacio Torroba, Christopher Iliffe Sprague, Nils Bore +1

Registration methods for point clouds have become a key component of many SLAM systems on autonomous vehicles. However, an accurate estimate of the uncertainty of such registration…