A multi-task recurrent neural network for end-to-end dynamic occupancy grid mapping

M Schreiber, V Belagiannis, C Gläser… - 2022 IEEE Intelligent …, 2022 - ieeexplore.ieee.org
A common approach for modeling the environment of an autonomous vehicle are dynamic
occupancy grid maps, in which the surrounding is divided into cells, each containing the …

A dual evidential top-view representation to model the semantic environment of automated vehicles

S Richter, F Bieder, S Wirges… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
We present a generic evidential grid mapping pipeline designed for imaging sensors such
as LiDAR and cameras. Our grid-based evidential model contains semantic estimates for …