Adversarial Vulnerability of Temporal Feature Networks for Object Detection. - Svetlana Pavlitskaya; Nikolai Polley; Michael Weber 009; J. Marius Zöllner (ECCV Workshops (5), 2022)

TLD-READY: Traffic Light Detection - Relevance Estimation and Deployment Analysis. - Nikolai Polley; Svetlana Pavlitska; Yacin Boualili; Patrick Rohrbeck; Paul Stiller; Ashok Kumar Bangaru; Johann Marius Zöllner (ITSC, 2024)

The ATLAS of Traffic Lights: A Reliable Perception Framework for Autonomous Driving. - Rupert Polley; Nikolai Polley; Dominik Heid; Marc Heinrich; Sven Ochs; J. Marius Zöllner (CoRR, 2025)

Fool the Stoplight: Realistic Adversarial Patch Attacks on Traffic Light Detectors. - Svetlana Pavlitska; Jamie Robb; Nikolai Polley; Melih Yazgan; J. Marius Zöllner (CoRR, 2025)

DigiT4TAF - Bridging Physical and Digital Worlds for Future Transportation Systems. - Maximilian Zipfl; Pascal Zwick; Patrick Schulz; Marc Rene Zofka; Albert Schotschneider; Helen Gremmelmaier; Nikolai Polley; Ferdinand Mütsch; Kevin Simon; Fabian Gottselig; Michael Frey; Sergio Marschall; et al. (CoRR, 2025)

2.5D Object Detection for Intelligent Roadside Infrastructure. - Nikolai Polley; Yacin Boualili; Ferdinand Mütsch; Maximilian Zipfl; Tobias Fleck; J. Marius Zöllner (CoRR, 2025)

Exploring Semantic Clustering and Similarity Search for Heterogeneous Traffic Scenario Graph. - Ferdinand Mütsch; Maximilian Zipfl; Nikolai Polley; J. Marius Zöllner (CoRR, 2025)