Julian Schlechtriemen

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 9

Top Topics

Recurrent Neural Networks

Contextual Knowledge

Driving Behavior

Top Venues

Intelligent Vehicles Symposium

IEEE Robotics Autom. Lett.

Publications

Florian Wirthmüller, Marvin Klimke, Julian Schlechtriemen, Jochen Hipp, Manfred Reichert
Predicting the Time Until a Vehicle Changes the Lane Using LSTM-based Recurrent Neural Networks. CoRR (2021)
Florian Wirthmüller, Marvin Klimke, Julian Schlechtriemen, Jochen Hipp, Manfred Reichert
Predicting the Time Until a Vehicle Changes the Lane Using LSTM-Based Recurrent Neural Networks. IEEE Robotics Autom. Lett. 6 (2) (2021)
Florian Wirthmüller, Julian Schlechtriemen, Jochen Hipp, Manfred Reichert
Teaching Vehicles to Anticipate: A Systematic Study on Probabilistic Behavior Prediction Using Large Data Sets. IEEE Trans. Intell. Transp. Syst. 22 (11) (2021)
Florian Wirthmüller, Julian Schlechtriemen, Jochen Hipp, Manfred Reichert
Towards Incorporating Contextual Knowledge into the Prediction of Driving Behavior. CoRR (2020)
Florian Wirthmüller, Marvin Klimke, Julian Schlechtriemen, Jochen Hipp, Manfred Reichert
A Fleet Learning Architecture for Enhanced Behavior Predictions during Challenging External Conditions. SSCI (2020)
Florian Wirthmüller, Marvin Klimke, Julian Schlechtriemen, Jochen Hipp, Manfred Reichert
A Fleet Learning Architecture for Enhanced Behavior Predictions during Challenging External Conditions. CoRR (2020)
Florian Wirthmüller, Julian Schlechtriemen, Jochen Hipp, Manfred Reichert
Towards Incorporating Contextual Knowledge into the Prediction of Driving Behavior. ITSC (2020)
Florian Wirthmüller, Julian Schlechtriemen, Jochen Hipp, Manfred Reichert
Teaching Vehicles to Anticipate: A Systematic Study on Probabilistic Behavior Prediction using Large Data Sets. CoRR (2019)
Julian Schlechtriemen, Kim Peter Wabersich, Klaus-Dieter Kuhnert
Wiggling through complex traffic: Planning trajectories constrained by predictions. Intelligent Vehicles Symposium (2016)
Julian Schlechtriemen, Florian Wirthmueller, Andreas Wedel, Gabi Breuel, Klaus-Dieter Kuhnert
When will it change the lane? A probabilistic regression approach for rarely occurring events. Intelligent Vehicles Symposium (2015)
Julian Schlechtriemen, Andreas Wedel, Jörg Hillenbrand, Gabi Breuel, Klaus-Dieter Kuhnert
A lane change detection approach using feature ranking with maximized predictive power. Intelligent Vehicles Symposium (2014)
Julian Schlechtriemen, Andreas Wedel, Gabi Breuel, Klaus-Dieter Kuhnert
A probabilistic long term prediction approach for highway scenarios. ITSC (2014)