Robotics Ph.D. Coordinator for College of Computing
Dr. Dellaert does research in the areas of robotics and computer vision, which present some of the most exciting challenges to anyone interested in artificial intelligence. He is especially keen on Bayesian inference approaches to the difficult inverse problems that keep popping up in these areas. In many cases, exact solutions to these problems are intractable, and as such he is interested in examining whether Monte Carlo (sampling-based) approxIMaTions are applicable in those cases.
Georgia Institute of Technology
Advanced sequential Monte Carlo methods; Spatio-Temporal Reconstruction from Images; Simultaneous Localization and Mapping; Robotics; Computer Vision