232 citations · 364 across the 22 of their papers we have counts for
5 papers · 1 filter
Path sampling for particle filters with application to multi-target tracking
Vasileios Maroulas, Panagiotis Stinis
In recent work (arXiv:1006.3100v1), we have presented a novel approach for improving particle filters for multi-target tracking. The suggested approach was based on drift homotopy…
A drift homotopy Monte Carlo approach to particle filtering for multi-target tracking
Vasileios Maroulas, Panagiotis Stinis
We present a novel approach for improving particle filters for multi-target tracking. The suggested approach is based on drift homotopy for stochastic differential equations. Drift…
Sensitivity of health-related scales is a non-decreasing function of their classes
Vasileios Maroulas, Demosthenes B. Panagiotakos
In biomedical research the use of discrete scales which describe characteristics of individuals are widely applied for the evaluation of clinical conditions. However, the number of…
Large deviations for stochastic flows of diffeomorphisms
Amarjit Budhiraja, Paul Dupuis, Vasileios Maroulas
A large deviation principle is established for a general class of stochastic flows in the small noise limit. This result is then applied to a Bayesian formulation of an image match…
Uniform Large deviations for infinite dimensional stochastic systems with jumps
Vasileios Maroulas
Uniform large deviation principles for positive functionals of all equivalent types of infinite dimensional Brownian motions acting together with a Poisson random measure are estab…