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There is now a CONTENT FREEZE for Mercury while we switch to a new platform. It began on Friday, March 10 at 6pm and will end on Wednesday, March 15 at noon. No new content can be created during this time, but all material in the system as of the beginning of the freeze will be migrated to the new platform, including users and groups. Functionally the new site is identical to the old one. webteam@gatech.edu
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"Cortically-Coupled Computing for Image Search"
Paul Sajda, PhD
Columbia University
Our visual systems are amazingly complex information processing machines. Using our brain's visual system we can recognize objects at a glance, under varying pose, illumination, and scale, and are able to rapidly learn and recognize new configurations of objects and exploit relevant context even in highly cluttered scenes. However our brains are subject to fatigue and have difficulty finding patterns in high-dimensional feature spaces that are often useful representations for multimedia data. In this talk I will describe our work in developing a synergistic integration of human visual processing and computer vision via a novel brain computer interface (BCI). Our approach, which we term cortically-coupled computer vision (C3Vision), uses non-invasively measured neural signatures from the electroencephalogram (EEG) that are indicative of user intent, interest and high-level, subjective and rapid reactions to visual and multimedia data. I will describe several system designs for C3Vision and current applications that are being developed for government and commercial applications.