Ole Schumann

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 12

Top Topics

Synthetic Aperture

Scene Understanding

Semantic Segmentation

Top Venues

IEEE Robotics Autom. Lett.

Publications

Julius F. Tilly, Fabio Weishaupt, Ole Schumann, Jürgen Dickmann, Gerd Wanielik
Road User Detection on Polarimetric Pre-CFAR Radar Data Level. IEEE Robotics Autom. Lett. 8 (6) (2023)
Ole Schumann, Markus Hahn, Nicolas Scheiner, Fabio Weishaupt, Julius F. Tilly, Jürgen Dickmann, Christian Wöhler
RadarScenes: A Real-World Radar Point Cloud Data Set for Automotive Applications. FUSION (2021)
Ole Schumann, Markus Hahn, Nicolas Scheiner, Fabio Weishaupt, Julius F. Tilly, Jürgen Dickmann, Christian Wöhler
RadarScenes: A Real-World Radar Point Cloud Data Set for Automotive Applications. CoRR (2021)
Julius F. Tilly, Ole Schumann, Fabio Weishaupt, Jürgen Dickmann, Gerd Waniliek
Polarimetric Information Representation for Radar based Road User Detection with Deep Learning. FUSION (2021)
Markus Horn, Ole Schumann, Markus Hahn, Jürgen Dickmann, Klaus Dietmayer
Motion Classification and Height Estimation of Pedestrians Using Sparse Radar Data. CoRR (2021)
Nicolas Scheiner, Ole Schumann, Florian Kraus, Nils Appenrodt, Jürgen Dickmann, Bernhard Sick
Off-the-shelf sensor vs. experimental radar - How much resolution is necessary in automotive radar classification? FUSION (2020)
Ole Schumann, Jakob Lombacher, Markus Hahn, Christian Wöhler, Jürgen Dickmann
Scene Understanding With Automotive Radar. IEEE Trans. Intell. Veh. 5 (2) (2020)
Nicolas Scheiner, Ole Schumann, Florian Kraus, Nils Appenrodt, Jürgen Dickmann, Bernhard Sick
Off-the-shelf sensor vs. experimental radar - How much resolution is necessary in automotive radar classification? CoRR (2020)
Julius F. Tilly, Stefan Haag, Ole Schumann, Fabio Weishaupt, Bharanidhar Duraisamy, Jürgen Dickmann, Martin Fritzsche
Detection and Tracking on Automotive Radar Data with Deep Learning. FUSION (2020)
Markus Horn, Ole Schumann, Markus Hahn, Jürgen Dickmann, Klaus Dietmayer
Motion Classification and Height Estimation of Pedestrians Using Sparse Radar Data. SDF (2018)
Ole Schumann, Markus Hahn, Jürgen Dickmann, Christian Wöhler
Semantic Segmentation on Radar Point Clouds. FUSION (2018)
Christian Wöhler, Ole Schumann, Markus Hahn, Jürgen Dickmann
Comparison of random forest and long short-term memory network performances in classification tasks using radar. SDF (2017)