Ole Schumann

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