1 code implementation • 3 Apr 2024 • Felix Fent, Andras Palffy, Holger Caesar
However, cameras are not robust against severe weather conditions, lidar sensors are expensive, and the performance of radar-based perception is still inferior to the others.
no code implementations • 9 Aug 2023 • Nico Uhlemann, Felix Fent, Markus Lienkamp
In this paper, we assess the state of the art in pedestrian trajectory prediction within the context of generating single trajectories, a critical aspect aligning with the requirements in autonomous systems.
1 code implementation • 13 Apr 2023 • Felix Fent, Philipp Bauerschmidt, Markus Lienkamp
However, the sparsity of radar point clouds and the poor data availability remain challenging for current perception methods.
no code implementations • 8 Feb 2022 • Alexander Wischnewski, Maximilian Geisslinger, Johannes Betz, Tobias Betz, Felix Fent, Alexander Heilmeier, Leonhard Hermansdorfer, Thomas Herrmann, Sebastian Huch, Phillip Karle, Felix Nobis, Levent Ögretmen, Matthias Rowold, Florian Sauerbeck, Tim Stahl, Rainer Trauth, Markus Lienkamp, Boris Lohmann
It is capable of running simulations of up to eight autonomous vehicles in real time.