Research Projects

• Transregio SFB "Cross-modal learning" , sub-project A6: "Deep learning for robust audio-visual processing" with Prof. Xiaolin Hu  and Prof. Timo Gerkmann

• ahoi digital: Adaptive crossmodale Sensordatenerfassung with Prof. Timo Gerkmann

• Participation in Excellence Cluster "Understanding Written Artifacts"

• Machine Learning (PIER Project)  Imaging in three and four dimensions: A Deep Learning Network for natural Sciences. Cooperation with Center for Free-Electron Laser Science (DESY)  and Institute of Experimental Physics (UHH). Since 2018.
• Situated Vision to Perceive Object Shape and Affordances (DFG project (FR 2598/5-1), together with TU Vienna, RWTH Aachen, and IDIAP Martigny), 2012-2015.
• Saliency-based image matching for mobile systems (DFG project, FR 2598/4-1)), 2009-2015.
• NEUROBOTICS (EU Project FP6-IST-001917): The fusion of Neuroscience and Robotics
• VOCUS: A Visual Attention System for Object Detection and Goal-directed search (PhD thesis), 2005.
• MACS (EU Project FP6-004381 (STREP)): Multi-sensory Autonomous Cognitive Systems Interacting with Dynamic Environments for Perceiving and Using Affordances, 2003-2006.

For other current research please visit the research page.