About

I am currently a PhD student at Graz University of Technology in the Learning, Recognition & Perception group at the Institute of Visual Computing, supervised by Prof. Horst Bischof and Horst Possegger. My research focuses on efficient perception and prediction systems for autonomous mobile robots and vehicles, with particular interests in motion forecasting, traffic behavior understanding, and environment modeling.

Publications

Lanes Are Not Enough: Enhancing Trajectory Prediction in Intralogistics Through Detailed Environmental Context
Alexander Prutsch, Matthias Wess, Horst Possegger
Proceedings of the International Conference on Intelligent Robots and Systems (IROS), 2025.

Leveraging Foundation Models for Labeling Custom Object Masks in LiDAR Point Cloud Sequences
Alexander Prutsch, Mathias Schustereder, Horst Possegger
Proceedings of the European Conference on Mobile Robots (ECMR), 2025.

Learning to Predict Mixed-Traffic Trajectories in Urban Scenarios from Little Training Data with Refined Environment Modeling
Alexander Prutsch, Horst Possegger
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2025.

Efficient Motion Prediction: A Lightweight & Accurate Trajectory Prediction Model With Fast Training and Inference Speed
Alexander Prutsch, Horst Bischof, Horst Possegger
Proceedings of the International Conference on Intelligent Robots and Systems (IROS), 2024.

Action-By-Detection: Efficient Forklift Action Detection for Autonomous Mobile Robots in Warehouses
Alexander Prutsch, Horst Possegger, Horst Bischof
Proceedings of the International Conference on Robotics and Automation (ICRA), 2024.

Studierfenster: An Open Science Cloud-Based Medical Imaging Analysis Platform
Jan Egger, Daniel Wild, Maximilian Weber, Christopher A Ramirez Bedoya, Florian Karner, Alexander Prutsch, Michael Schmied, Christina Dionysio, Dominik Krobath, Yuan Jin, Christina Gsaxner, Jianning Li, Antonio Pepe
Journal of Digital Imaging, 2022.

Design and Development of a Web-based Tool for Inpainting of Dissected Aortae in Angiography Images
Alexander Prutsch, Antonio Pepe, Jan Egger
Proceedings of the Central European Seminar on Computer Graphics (CESCG), 2020.

Academic Service

Conference Reviewer:

  • IROS: 2025
  • ICCV: 2025
  • IV: 2025