Gaussian-Dirichlet Random Fields for Inference over High Dimensional Categorical Observations

John E. San Soucie, Heidi M. Sosik, Yogesh Girdhar

We propose a generative model for the spatio-temporal distribution of high dimensional categorical observations. These are commonly produced by robots equipped with an imaging sens…