no code implementations • 16 Jul 2021 • Nico Engel, Vasileios Belagiannis, Klaus Dietmayer
We present a vehicle self-localization method using point-based deep neural networks.
2 code implementations • 2 Nov 2020 • Nico Engel, Vasileios Belagiannis, Klaus Dietmayer
In this work, we present Point Transformer, a deep neural network that operates directly on unordered and unstructured point sets.
Ranked #35 on 3D Part Segmentation on ShapeNet-Part
1 code implementation • 22 Jul 2020 • Markus Horn, Nico Engel, Vasileios Belagiannis, Michael Buchholz, Klaus Dietmayer
This work addresses the problem of point cloud registration using deep neural networks.
no code implementations • 18 Apr 2019 • Nico Engel, Stefan Hoermann, Markus Horn, Vasileios Belagiannis, Klaus Dietmayer
The map is generated off-line by extracting landmarks from the vehicle's field of view, while the measurements are collected similarly on the fly.