Mehrere Artikel des IES zur Veröffentlichung angenommen (AI Perspectives, IEEE ISC2, ERCVAD@ICCV, IAL@ECML PKDD, SISSY@ACSOS)
Mehrere Artikel mit (Co-)Autoren aus dem Fachgebiet IES wurden zur Veröffentlichung angenommen.
Fachzeitschrift: AI Perspectives
- Autoren: Nicolas Scheiner, Florian Kraus, Nils Appenrodt, Jürgen Dickmann, Bernhard Sick
Titel: Object Detection For Automotive Radar Point Clouds – A Comparison
Konferenz: IEEE International Smart Cities Conference (IEEE ISC2)
- Autoren: Hannes Reichert, Lukas Lang, Kevin Rösch, Daniel Bogdoll, Konrad Doll, Bernhard Sick, Hans-Christian Reuss, Christoph Stiller, J. Marius Zöllner
Titel: Towards Sensor Data Abstraction of Autonomous Vehicle Perception Systems - Autoren: Manuel Hetzel, Hannes Reichert, Konrad Doll, Bernhard Sick
Titel: Smart Infrastructure: A Research Junction - Autoren: Stefan Zernetsch, Oliver Trupp, Viktor Kress, Konrad Doll, Bernhard Sick
Titel: Cyclist Trajectory Forecasts by Incorporation of Multi-View Video Information
Workshop: Embedded and Real-World Computer Vision in Autonomous Driving (ERCVAD@ICCV)
- Autoren: Daniel Bogdoll, Jasmin Breitenstein, Florian Heidecker, Maarten Bieshaar, Bernhard Sick, Tim Fingscheidt, J. Marius Zöllner
Titel: Description of Corner Cases in Automated Driving: Goals and Challenges - Autoren: Matthias Reuse, Martin Simon, Bernhard Sick
Titel: About the Ambiguity of Augmentation for 3D Object Detection in Autonomous Driving
Workshop: Interactive Adaptive Learning (IAL@ECML PKDD)
- Autoren: Maarten Bieshaar, Marek Herde, Denis Huselijc, Bernhard Sick
Titel: A Concept for Highly Automated Pre-Labeling via Cross-Domain Label Transfer for Perception in Autonomous Driving - Autoren: Zhixin Huang, Yujiang He, Stephan Vogt, Bernhard Sick
Titel: Uncertainty and Utility Sampling with Pre-Clustering
Workshop: Workshop on Self-Improving System Integration (SISSY@ACSOS)
- Autoren: Christian Gruhl, Abdul Hannan, Zhixin Huang, Chandana Nivarthi, Stephan Vogt
Titel: The Problem with Real-World Novelty Detection -- Issues in Multivariate Probabilistic Models - Autoren: Christian Gruhl, Sven Tomforde
Titel: OHODIN -- Online Anomaly Detection for Data Streams - Autoren: Ghassan Al-Falouji, Christian Gruhl and Sven Tomforde
Titel: Digital Shadows in SISSY Systems: A Concept Using Generative Modelling - Autoren: Kristina Dingel, Alexander Liehr, Michael Vogel, Sebastian Degener, David Meier, Thomas Niendorf, Arno Ehresmann and Bernhard Sick
Titel: AI-Based On-The-Fly Design of Experiments in Physics and Engineering