Principal Investigator John Fisher
Project Website http://groups.csail.mit.edu.ezproxy.canberra.edu.au/vision/sli/
The Sensing, Learning, and Inference Group (SLI) focuses on the analysis of complex, high-dimensional data. We combine elements of Bayesian inference, information theory, optimization, and physical sensor models to develop scalable algorithms with theoretical performance guarantees. Application areas include multi-modal data fusion, distributed inference under resource constraints, structural inference, resource management in sensor networks, and analysis of video, seismic volumes, and radar images.