Research Projects

• InteGreatDrones
  The InteGreatDrones project focuses on the use of drones for data collection and process monitoring in dynamic inland ports to overcome the challenges posed by changing cargo types and the interaction of different stakeholders.

• 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.