Faculty Cornelia Fermüller
, John S. Baras
, Yiannis Aloimonos
National Science Foundation
UMIACS Associate Research Scientist Cornelia Fermüller is the principal investigator and Professor John Baras (ECE/ISR) and ISR-affiliated Professor Yiannis Aloimonos (CS/UMIACS) are the co-PIs on a three-year, $800K NSF Cyber-Physical Systems grant, “MONA LISA - Monitoring and Assisting with Actions.” The research is being conducted in the Autonomy Robotics Cognition (ARC) Laboratory.
Cyber-physical systems of the near future will collaborate with humans. Such cognitive systems will need to understand what the humans are doing, interpret human action in real-time and predict humans' immediate intention in complex, noisy and cluttered environments.
This research will develop a new three-layer architecture, motivated by biological perception and control, for cognitive cyber-physical systems that can understand complex human activities, focusing specifically on manipulation activities.