290 citations · 681 across the 38 of their papers we have counts for
5 papers · 1 filter
Exact and Approximate Hidden Markov Chain Filters Based on Discrete Observations
Nicole Bäuerle, Igor Gilitschenski, Uwe D. Hanebeck
We consider a Hidden Markov Model (HMM) where the integrated continuous-time Markov chain can be observed at discrete time points perturbed by a Brownian motion. The aim is to deri…
Optimal Reduction of Multivariate Dirac Mixture Densities
Uwe D. Hanebeck
This paper is concerned with the optimal approximation of a given multivariate Dirac mixture, i.e., a density comprising weighted Dirac distributions on a continuous domain, by an…
Truncated Moment Problem for Dirac Mixture Densities with Entropy Regularization
Uwe D. Hanebeck
We assume that a finite set of moments of a random vector is given. Its underlying density is unknown. An algorithm is proposed for efficiently calculating Dirac mixture densities…
e-Installation: Synesthetic Documentation of Media Art via Telepresence Technologies
Jesús Muñoz Morcillo, Florian Faion, Antonio Zea +2
In this paper, a new synesthetic documentation method that contributes to media art conservation is presented. This new method is called e-Installation in analogy to the idea of th…
Efficient Evaluation of the Probability Density Function of a Wrapped Normal Distribution
Gerhard Kurz, Igor Gilitschenski, Uwe D. Hanebeck
The wrapped normal distribution arises when a the density of a one-dimensional normal distribution is wrapped around the circle infinitely many times. At first look, evaluation of…