His research interests are in the general area of computer vision, signal and image processing, pattern recognition, statistical machine learning and signal modeling. Current research includes the theory of two-dimensional hidden Markov models and applications for face recognition, detection, segmentation, and tracking. Dr. Miller is the project leader for Distributed Intelligence and also responsible for the Visual Computing Laboratory. His project has direct links to vehicle safety in which optical recognition etc are critical areas for pre-crash sensing. He is currently working on low light camera design for in-vehicle applications as well as image recognition.
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