Data-Dependent Spatial Context for Computer Vision with Conditional Markov Fields
Sep 2001-Present Computer Vision Lab, University of Massachusetts A mherst, MA Research assistant. Pursued research in aids for the visually impaired by developing algorithms for detecting and reading text in unconstrained scenes and novel f onts using probabilistic reasoning. Investigated and developed methods for automatically seg menting ambiguous medical images and providing confidence bounds in regions of un certainty.