I am a PhD student at the Robotic Interactive Perception Lab with Guillermo Gallego, affiliated with Technical University Berlin and the research center SCIoI. I also spent part of my PhD at UPenn GRASP lab with Professor Kostas Daniilidis. Previously, I did my Master's in Electrical Engineering, Information Technology, and Computer Engineering at RWTH Aachen University.
My research interests are in computer vision and robotic perception. I work on motion estimation and scene understanding of highly dynamic environments. My research projects range from fundamental motion estimation problems with event cameras to tracking and computational photography.
News
- March 2025: The exhibition BLINDHAED opened, showing visual installations that make use of event camera data. I was very happy to support Justin, Alex and William with the realization.
- Feb 2025: 1 paper (ETAP) accepted at CVPR25.
- Feb 2025: We started the SIS Challenge. Results will be presented at the CVPR 25 workshop on Event-based Vision.
- Oct 2024: We are organizing a seminar this semester (WS24/25) on vision-based tracking and motion estimation. Mo 10:15, MAR 2.057.
Publications
ETAP: Event-based Tracking of Any Point
IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2025
Motion-prior Contrast Maximization for Dense Continuous-Time Motion Estimation
European Conference on Computer Vision (ECCV), 2024
MouseSIS: A Frames-and-Events Dataset for Space-Time Instance Segmentation of Mice
ECCV Workshop on Neuromorphic Vision 2024
Low-power, Continuous Remote Behavioral Localization with Event Cameras
IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2024
FourierāBased Action Recognition for Wildlife Behavior Quantification with Event Cameras
Advanced Intelligent Systems, 2024
Event-based Background-Oriented Schlieren
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
Stereo Co-capture System for Recording and Tracking Fish with Frame-and Event Cameras
26th Int. Conf. Pattern Recognition (ICPR), Visual observation and analysis workshop, 2022