Georg Volk
Georg Volk
University of Tübingen
Dpt. of Computer Science
Embedded Systems
Sand 13
72076 Tübingen
Germany
- Telephone
- +49 - (0) 70 71 - 29 - 78997
- Telefax
- +49 - (0) 70 71 - 29 - 50 62
- Office
- Sand 13, B201
- Office hours
- by appointment
Research Interests
- Cooperative perception
- Autonomous driving
- Car2X communication
- Object detection, tracking and fusion
Publications
2019
Towards Robust CNN-Based Object Detection through Augmentation with Synthetic Rain Variations
by Georg Volk, Stefan Müller, Alexander von Bernuth, Dennis Hospach, and Oliver BringmannIn 2019 IEEE Intelligent Transportation Systems Conference (ITSC), pages 285-292, 2019.
Simulating Photo-Realistic Snow and Fog on Existing Images for Enhanced CNN Training and Evaluation
by Alexander von Bernuth, Georg Volk, and Oliver BringmannIn 2019 IEEE Intelligent Transportation Systems Conference (ITSC), pages 41-46, 2019.
Environment-aware Development of Robust Vision-based Cooperative Perception Systems
by Georg Volk, Alexander von Bernuth, and Oliver BringmannIn 2019 IEEE Intelligent Vehicles Symposium (IV), 2019.
2018
Rendering Physically Correct Raindrops on Windshields for Robustness Verification of Camera-based Object Recognition
by Alexander von Bernuth, Georg Volk, and Oliver BringmannIn 2018 IEEE Intelligent Vehicles Symposium (IV), pages 922–927, 2018.
Research projects
Teaching
| Advanced Topics in Embedded Systems | Summer 2018 Summer 2019 |
|---|---|
| Moderne Architekturen Eingebetteter Systeme | Winter 2019 |
| Programmierprojekt: AWESOME - Adhoc Wireless Decision System | Summer 2018 |
| Programmierprojekt: Blockchain-based Wireless Decision System | Summer 2019 |
| Programming Ultra Low Power Architectures | Summer 2018 Summer 2019 |
| Seminar: Eingebettete Systeme | Summer 2019 |