Faculty Directory

Fermüller, Cornelia

Fermüller, Cornelia

Associate Research Scientist
University of Maryland Institute for Advanced Computer Studies
The Institute for Systems Research
Maryland Robotics Center
4216 Iribe Center

Cornelia Fermüller is an associate research scientist at the Computer Vision Laboratory.

Fermüller’s research is in the areas of computer vision and human vision, and she has written more than 35 articles in journals and 100 publications in refereed conferences and books. In her computer vision work, she has developed many computational models and implemented software solutions for applications in visual navigation and image processing. Fermüller's work on biological vision involves examining the computational constraints, building simulation models, and performing psychophysical experiments to understand the possible computational mechanisms explaining human motion and low-level signal perception.

Many of her studies have been investigating the computational principles underlying multiple view geometry and statistics, and she has discovered a number of basic computational principles in the analysis of visual motion and shape recovery. These include view-invariant texture descriptors, constraints on 3-D motion estimation, 3-D shape and image segmentation, insights on the effects of sensor design on motion estimation, and the findings of statistical bias in low-level processing.

Fermüller has applied these studies in a number of applications, including new imaging sensors for better motion and shape recovery, software for visual motion tasks in navigation and robotics, and various tasks of video computing, such as compression, video manipulation, and image-based rendering.

Her current research interests are centered around developing cognitive robotic systems that integrate, perception with action, reasoning and language. In ongoing projects she develops robots that recognize human manipulation activities and search for an object in a room.

She received a doctorate from the Technical University of Vienna, Austria in 1993 and an M.S. from the University of Technology, Graz, Austria in 1989, both in applied mathematics.

Manipulation actions, event-based vision, mid-level vision, motion analysis, texture, optical illusions

View Dr. Fermüller's publications at Google Scholar.

MRC Faculty and Researchers to Present 16 Papers at International Robotics Conference - IROS 2020

International Conference on Intelligent Robots and Systems - From 25 October 2020 until 29 November 2020

Cornelia Fermüller is PI for 'NeuroPacNet,' a $1.75M NSF funding award

The resulting "network of networks" will further the scientific grand challenge of developing neuromorphic artificial intelligence.

Czech prime minister views AI, VR, AR and computer vision research

The visit was hosted by ISR Director William Regli and the university’s Office of International Affairs.

Fermuller, Shamma, Etienne-Cummings receive NSF grant for 'Research Coordination Network'

The network will advance understanding of how biological systems learn complex symbolic signals, and create artificial systems with similar capabilities.