Estimating the uniqueness of test scenarios derived from recorded real-world-driving-data using autoencoders J Langner, J Bach, L Ries, S Otten, M Holzäpfel, E Sax 2018 IEEE Intelligent Vehicles Symposium (IV), 1860-1866, 2018 | 61 | 2018 |
Data-driven development, a complementing approach for automotive systems engineering J Bach, J Langner, S Otten, M Holzäpfel, E Sax 2017 IEEE International Systems Engineering Symposium (ISSE), 1-6, 2017 | 34 | 2017 |
Test scenario selection for system-level verification and validation of geolocation-dependent automotive control systems J Bach, J Langner, S Otten, E Sax, M Holzäpfel 2017 International Conference on Engineering, Technology and Innovation (ICE …, 2017 | 33 | 2017 |
Logical Scenario Derivation by Clustering Dynamic-Length-Segments Extracted from Real-World-Driving-Data. J Langner, H Grolig, S Otten, M Holzäpfel, E Sax VEHITS, 458-467, 2019 | 25 | 2019 |
A taxonomy and survey on validation approaches for automated driving systems C King, L Ries, J Langner, E Sax 2020 IEEE International Symposium on Systems Engineering (ISSE), 1-8, 2020 | 19 | 2020 |
Leveraging regular expressions for flexible scenario detection in recorded driving data P Elspas, J Langner, M Aydinbas, J Bach, E Sax 2020 IEEE International Symposium on Systems Engineering (ISSE), 1-8, 2020 | 14 | 2020 |
A driving scenario representation for scalable real-data analytics with neural networks L Ries, J Langner, S Otten, J Bach, E Sax 2019 IEEE Intelligent Vehicles Symposium (IV), 2215-2222, 2019 | 13 | 2019 |
Capturing the Variety of Urban Logical Scenarios from Bird-view Trajectories. C King, T Braun, C Braess, J Langner, E Sax VEHITS, 471-480, 2021 | 10 | 2021 |
Towards a data engineering process in data-driven systems engineering P Petersen, H Stage, J Langner, L Ries, P Rigoll, CP Hohl, E Sax 2022 IEEE International Symposium on Systems Engineering (ISSE), 1-8, 2022 | 9 | 2022 |
Framework for using real driving data in automotive feature development and validation J Langner, J Bach, S Otten, E Sax, M Holzäpfel 8. Tagung Fahrerassistenz, 2017 | 7 | 2017 |
Validation of range estimation for electric vehicles based on recorded real-world driving data P Petersen, J Langner, S Otten, E Sax, S Scheubner, M Vaillant, ... 19. Internationales Stuttgarter Symposium: Automobil-und Motorentechnik, 331-344, 2019 | 4 | 2019 |
Analysis and comparison of datasets by leveraging data distributions in latent spaces H Stage, L Ries, J Langner, S Otten, E Sax Deep Neural Networks and Data for Automated Driving: Robustness, Uncertainty …, 2022 | 3 | 2022 |
A Process Reference Model for the Virtual Application of Predictive Control Features J Langner, KL Bauer, M Holzäpfel, E Sax 2020 IEEE Intelligent Vehicles Symposium (IV), 1759-1764, 2020 | 3 | 2020 |
An Efficient Strategy for Testing ADAS on HiL Test Systems with Parallel Condition-based Assessments. C Steinhauser, M Boncler, J Langner, S Strebel, E Sax VEHITS, 391-399, 2022 | 2 | 2022 |
Data-Driven Development J Bach, J Langner, S Otten, M Holzäpfel, E Sax A Complementing Approach for Automotive Systems Engineering, 2017 | 2 | 2017 |
Unveiling Objects with SOLA: An Annotation-Free Image Search on the Object Level for Automotive Data Sets P Rigoll, J Langner, E Sax arXiv preprint arXiv:2312.01860, 2023 | 1 | 2023 |
Qualitative Feature Assessment for Longitudinal and Lateral Control-features. J Langner, C Seiffer, S Otten, KL Bauer, M Holzäpfel, E Sax VEHITS, 115-122, 2020 | 1 | 2020 |
Statistical Consideration of the Representativeness of Open Road Tests for the Validation of Automated Driving Systems J Langner, R Pohl, J Ransiek, P Elspas, E Sax 2023 IEEE International Automated Vehicle Validation Conference (IAVVC), 1-8, 2023 | | 2023 |
Reducing Computer Vision Dataset Size via Selective Sampling H Stage, L Ewecker, J Langner, TS Sohn, T Villmann, E Sax 2023 IEEE 26th International Conference on Intelligent Transportation …, 2023 | | 2023 |
Parameterizable Lidar-Assisted Traffic Sign Placement for the Augmentation of Driving Situations with CycleGAN P Rigoll, P Petersen, J Langner, E Sax Advances in Systems Engineering: Proceedings of the 28th International …, 2022 | | 2022 |