… novel mixture approximation of the probability hypothesis density filter based on the von Mises
… We derive a closed-form recursion of the filter and apply principled approximations where …

… von Mises distribution to model audio-source directions of arrival with circular random variables.
This leads to a Bayesian filtering … We propose a variational approximation of the filtering …

… von Mises-Fisher filter, and how a mixture of von Mises-Fisher distributions can be approximated
by a single von Mises-Fisher … If we now assume that p is a mixture of von Mises-Fisher …

… the vM mixture PHD filter and compared it to the Gaussian mixture PHD filter for MTT on the
… Please note that we will denote the 1-sphere Bayes filter as the von Mises filter, while with …

… the vM mixture PHD filter and compared it to the Gaussian mixture PHD filter for MTT on the
… Please note that we will denote the 1–sphere Bayes filter as the von Mises filter, while with …

… of a variety of filters such as the Gaussian mixture (GM) … based on a multimodal fusion
approach and a Gaussian mixtures … [5, 7, 6, 93] use the von Mises distribution to model audio-…

… A post processing technique is proposed in which each of these microphone-pair determined
azimuths are further combined into a mixture of the von Mises distributions, thus producing …

… filter equations for the aforementioned Bayesian von Mises-… estimation and form a mixture
of von Mises-Fisher densities, (ii) … in the PDA and JPDA filter by preserving the first moment of …

… In this paper2 we present a generative model, consisting of a mixture of von Mises-Fisher
(vMF) distributions, tailored for directional data distributed on the surface of a unit hypersphere. …

… -Bernoulli mixture of various forms, finite mixture models offer … distribution by a finite mixture
described by a number of … call generally the Bayesian mixture (BM) filtering. In addition, …