Computer Vision Group (CVG)

The Computer Vision Group (CVG) is concerned with the study and application of vision sensing and processing with the ultimate goal of improving or restoring human capabilities. For instance, CVG has developed algorithms for image reconstruction and deblurring that allow to retrieve details not detectable by the naked eye. CVG focuses on the development of mathematical methods and computational algorithms to make reliable inferences in the face of uncertain and/or missing observations, with expertise in stochastic and deterministic optimization and regularization, calculus of variations techniques, estimation theory, and machine learning.