Ole Schumann

According to our database, Ole Schumann authored at least 10 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Road User Detection on Polarimetric Pre-CFAR Radar Data Level.

Julius F. Tilly, Fabio Weishaupt, Ole Schumann, Jürgen Dickmann, Gerd Wanielik

IEEE Robotics Autom. Lett., June, 2023

2021

Machine learning applied to radar data: classification and semantic instance segmentation of moving road users

Ole Schumann

PhD thesis, 2021

Polarimetric Information Representation for Radar based Road User Detection with Deep Learning.

Julius F. Tilly, Ole Schumann, Fabio Weishaupt, Jürgen Dickmann, Gerd Waniliek

Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

RadarScenes: A Real-World Radar Point Cloud Data Set for Automotive Applications.

Ole Schumann, Markus Hahn, Nicolas Scheiner, Fabio Weishaupt, Julius F. Tilly, Jürgen Dickmann, Christian Wöhler

Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

2020

Scene Understanding With Automotive Radar.

Ole Schumann, Jakob Lombacher, Markus Hahn, Christian Wöhler, Jürgen Dickmann

IEEE Trans. Intell. Veh., 2020

Detection and Tracking on Automotive Radar Data with Deep Learning.

Julius F. Tilly, Stefan Haag, Ole Schumann, Fabio Weishaupt, Bharanidhar Duraisamy, Jürgen Dickmann, Martin Fritzsche

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

Off-the-shelf sensor vs. experimental radar - How much resolution is necessary in automotive radar classification?

Nicolas Scheiner, Ole Schumann, Florian Kraus, Nils Appenrodt, Jürgen Dickmann, Bernhard Sick

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

2018

Motion Classification and Height Estimation of Pedestrians Using Sparse Radar Data.

Markus Horn, Ole Schumann, Markus Hahn, Jürgen Dickmann, Klaus Dietmayer

Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2018

Semantic Segmentation on Radar Point Clouds.

Ole Schumann, Markus Hahn, Jürgen Dickmann, Christian Wöhler

Proceedings of the 21st International Conference on Information Fusion, 2018

2017

Comparison of random forest and long short-term memory network performances in classification tasks using radar.

Christian Wöhler, Ole Schumann, Markus Hahn, Jürgen Dickmann

Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2017