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Recursive algorithm for estimation of mixture models on Riemannian symmetric space

Recursive algorithm for estimation of mixture models on Riemannian symmetric space

In many fields such as medical imaging, computer vision and radar signal processing, we are lead to study mixtures of distributions in the Riemannian symmetric space. This paper proposes a recursive algorithm for estimating parameters and simultaneously selecting the number of components of a mixture model on Riemannian symmetric space. …