Semantic segmentation on radar point clouds O Schumann, M Hahn, J Dickmann, C Wöhler 2018 21st International Conference on Information Fusion (FUSION), 2179-2186, 2018 | 209 | 2018 |
RadarScenes: A real-world radar point cloud data set for automotive applications O Schumann, M Hahn, N Scheiner, F Weishaupt, JF Tilly, J Dickmann, ... 2021 IEEE 24th International Conference on Information Fusion (FUSION), 1-8, 2021 | 139 | 2021 |
Scene understanding with automotive radar O Schumann, J Lombacher, M Hahn, C Wöhler, J Dickmann IEEE Transactions on Intelligent Vehicles 5 (2), 188-203, 2019 | 117 | 2019 |
Comparison of random forest and long short-term memory network performances in classification tasks using radar O Schumann, C Wöhler, M Hahn, J Dickmann 2017 Sensor Data Fusion: Trends, Solutions, Applications (SDF), 1-6, 2017 | 86 | 2017 |
Detection and Tracking on Automotive Radar Data with Deep Learning JF Tilly, S Haag, O Schumann, F Weishaupt, B Duraisamy, J Dickmann, ... 2020 IEEE 23rd International Conference on Information Fusion (FUSION), 1-7, 2020 | 34 | 2020 |
Off-the-shelf sensor vs. experimental radar-How much resolution is necessary in automotive radar classification? N Scheiner, O Schumann, F Kraus, N Appenrodt, J Dickmann, B Sick 2020 IEEE 23rd International Conference on Information Fusion (FUSION), 1-8, 2020 | 33 | 2020 |
Supervised clustering for radar applications: On the way to radar instance segmentation O Schumann, M Hahn, J Dickmann, C Wöhler 2018 IEEE MTT-S International Conference on Microwaves for Intelligent …, 2018 | 24 | 2018 |
Road user classification with polarimetric radars JF Tilly, F Weishaupt, O Schumann, J Dickmann, G Wanielik 2020 17th European Radar Conference (EuRAD), 112-115, 2021 | 12 | 2021 |
Radar for Autonomous Driving–Paradigm Shift from Mere Detection to Semantic Environment Understanding J Dickmann, J Lombacher, O Schumann, N Scheiner, SK Dehkordi, ... Fahrerassistenzsysteme 2018: Von der Assistenz zum automatisierten Fahren 4 …, 2019 | 11 | 2019 |
Melting of “non-magic” argon clusters and extrapolation to the bulk limit F Senn, J Wiebke, O Schumann, S Gohr, P Schwerdtfeger, E Pahl The Journal of chemical physics 140 (4), 044325, 2014 | 11 | 2014 |
Motion Classification and Height Estimation of Pedestrians Using Sparse Radar Data M Horn, O Schumann, M Hahn, JÜ Dickmann, K Dietmayer 2018 Sensor Data Fusion: Trends, Solutions, Applications (SDF), 1-6, 2018 | 8 | 2018 |
Polarimetric Signatures of a Passenger Car JF Tilly, F Weishaupt, O Schumann, J Klappstein, J Dickmann, G Wanielik 2019 Kleinheubach Conference, 1-4, 2019 | 7 | 2019 |
Machine Learning Applied to Radar Data: Classification and Semantic Instance Segmentation of Moving Road Users O Schumann Universitätsbibliothek Dortmund, 2021 | 6 | 2021 |
Relaxation of photoexcitations in polaron-induced magnetic microstructures T Köhler, S Rajpurohit, O Schumann, S Paeckel, FRA Biebl, M Sotoudeh, ... Physical Review B 97 (23), 235120, 2018 | 6 | 2018 |
Reduction of Sidelobe Effects in Automotive Polarimetric Radar Measurements JF Tilly, O Schumann, F Weishaupt, J Dickmann, G Wanielik 2021 18th European Radar Conference (EuRAD), 169-172, 2022 | 5 | 2022 |
Elasto-plastic response of reversibly crosslinked biopolymer bundles P Sadhukhan, O Schumann, C Heussinger The European Physical Journal E 37, 1-9, 2014 | 5 | 2014 |
Polarimetric Information Representation for Radar based Road User Detection with Deep Learning JF Tilly, O Schumann, F Weishaupt, J Dickmann, G Waniliek 2021 IEEE 24th International Conference on Information Fusion (FUSION), 1-6, 2021 | 4 | 2021 |
Road user detection on polarimetric pre-CFAR radar data level JF Tilly, F Weishaupt, O Schumann, J Dickmann, G Wanielik IEEE Robotics and Automation Letters 8 (6), 3558-3565, 2023 | 3 | 2023 |
Machine Learning Concepts For Multiclass Classification Of Vulnerable Road Users N Scheiner, O Schumann 16th European Radar Conference (EuRAD) Workshops, 2019 | 2 | 2019 |
Photoexcitations in a 1D manganite model: From quasiclassical light absorption to quasiparticle relaxations O Schumann, F Biebl, S Kramer, S Kehrein, S Manmana, S Rajpurohit, ... Bulletin of the American Physical Society 62, 2017 | | 2017 |