Florian Wirth

M.Sc. Florian Wirth

  • Karlsruhe Institute of Technology (KIT)
    Institute of Measurement and Control Systems
    Engler-Bunte-Ring 21
    Building 40.32
    76131 Karlsruhe, Germany


  • Probabilistic Pedestrian Prediction
  • Deep Learning in Automated Driving
  • State Estimation and Prediction of Vulnerable Road Users (VRUs)
  • Data Acquisition and Labeling within the European General Data Protection Regulation (DSGVO)

Open Theses

Ongoing Theses


Maximilian Naumann*, Florian Wirth*, Fabian Oboril, Kay-Ulrich Scholl, Maria Soledad Elli, Ignacio Alvarez, Jack Weast, Christoph Stiller. On Responsibility Sensitive Safety in Car-following Situations - A Parameter Analysis on German Highways. In IEEE Intelligent Vehicles Symposium, Nagoya, Japan, June 2021.

Elias Birkefeld*, Florian Wirth*, Christoph Stiller. Extrinsische Kamera zu Lidar Kalibrierung in Virtual Reality. In Forum Bildverarbeitung, Karlsruhe, Germany, November 2020. [ .pdf ]

Javier Lorenzo Díaz, Ignacio Parra Alonso, Florian Wirth, Christoph Stiller, David Fernandez Llorca, Miguel A. Sotelo. RNN-Based Pedestrian Crossing Prediction Using Activity and Pose-Related Features. In Proc. IEEE Intelligent Vehicles Symposium (IV), Las Vegas, USA, June 2020. [ DOI | http ]

Florian Wirth, Tao Wen, Carlos Fernandez Lopez, Christoph Stiller. Model-Based Prediction of Two-Wheelers. In Proc. IEEE Intelligent Vehicles Symposium (IV), Las Vegas, USA, June 2020. (2nd Place "Best Paper Award"). [ DOI | .pdf ]

Florian Wirth, Jannik Quehl, Jeffrey Ota, Christoph Stiller. PointAtMe: Efficient 3D Point Cloud Labeling in Virtual Reality. In Proc. IEEE Intelligent Vehicles Symposium (IV), Paris, France, June 2019. [ DOI | .pdf ]

Florian Wirth, Stephan Krane, Melanie Loos, Eike Rehder, Carlos Fernandez Lopez. What Does a Good Prediction Look Like? In Proc. IEEE International Conference on Intelligent Transportation Systems (ITSC), Auckland, New Zealand, Oktober 2019. [ DOI | .pdf ]

Alexander Masalov, Pavel Matrenin, Jeffrey Ota, Florian Wirth, Christoph Stiller, Heath Corbet, Eric Lee. Specialized Cyclist Detection Dataset: Challenging Real-World Computer Vision Dataset for Cyclist Detection Using a Monocular RGB Camera. In 2019 IEEE Intelligent Vehicles Symposium (IV), Seiten 114--118. IEEE, 2019. [ DOI | http ]

Eike Rehder, Florian Wirth, Martin Lauer, Christoph Stiller. Pedestrian prediction by planning using deep neural networks. In Proc. IEEE Int. Conf. International Conference on Robotics and Automation, May 2018. [ DOI | http ]