3 search results - page 1 / 1 » Analytic moment-based Gaussian process filtering |
114
Voted
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
We propose an analytic moment-based filter for nonlinear stochastic dynamic systems modeled by Gaussian processes. Exact expressions for the expected value and the covariance matr...
112
Voted
IJCV
2008
15 years 12 days ago
2008
The recent development of Sequential Monte Carlo methods (also called particle filters) has enabled the definition of efficient algorithms for tracking applications in image sequen...
116
Voted
ECCV
2004
Springer
16 years 2 months ago
2004
Springer
Abstract. In this paper, we propose a particle filtering approach for tracking applications in image sequences. The system we propose combines a measurement equation and a dynamic ...