Real-time FPGA-based image rectification system. - Cristian Vancea; Sergiu Nedevschi; Mihai Negru; Stefan Mathe (VISAPP (1), 2006)

Learning the abstract motion semantics of verbs from captioned videos. - Stefan Mathe; Afsaneh Fazly; Sven J. Dickinson; Suzanne Stevenson (CVPR Workshops, 2008)

Dynamic Eye Movement Datasets and Learnt Saliency Models for Visual Action Recognition. - Stefan Mathe; Cristian Sminchisescu (ECCV (2), 2012)

Action from Still Image Dataset and Inverse Optimal Control to Learn Task Specific Visual Scanpaths. - Stefan Mathe; Cristian Sminchisescu (NIPS, 2013)

Multiple Instance Reinforcement Learning for Efficient Weakly-Supervised Detection in Images. - Stefan Mathe; Cristian Sminchisescu (CoRR, 2014)

Actions in the Eye: Dynamic Gaze Datasets and Learnt Saliency Models for Visual Recognition. - Stefan Mathe; Cristian Sminchisescu (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Actions in the Eye. - Stefan Mathe (2015)

Reinforcement Learning for Visual Object Detection. - Stefan Mathe; Aleksis Pirinen; Cristian Sminchisescu (CVPR, 2016)

Keynote Lecture - Towards Efficient Real-Time Perception in Self-Driving Cars: Methods, Challenges and Open Questions. - Stefan Mathe (ICCP, 2023)