Infinite generalized gaussian mixture modeling and applications

摘要: A fully Bayesian approach to analyze infinite multidimensional generalized Gaussian mixture models (IGGM) is developed in this paper. The framework used avoid model overfitting and the assumption adopted difficult problem of finding right number components. utility proposed demonstrated by applying it on texture classification infrared face recognition, while comparing different other approaches.