Browsing Computer Science and Artificial Intelligence Lab (CSAIL) by Subject "nonparametric inference"
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Nonparametric Belief Propagation and Facial Appearance Estimation
(2002-12-01)In many applications of graphical models arising in computer vision, the hidden variables of interest are most naturally specified by continuous, non-Gaussian distributions. There exist inference algorithms for discrete ...