513 search results - page 45 / 103 » Bayesian Approaches to Gaussian Mixture Modeling |
187
Voted
AROBOTS
2011
14 years 10 months ago
2011
Abstract— GP-BayesFilters are a general framework for integrating Gaussian process prediction and observation models into Bayesian filtering techniques, including particle filt...
132
Voted
ICASSP
2008
IEEE
15 years 10 months ago
2008
IEEE
We propose a new approach for singer melody extraction, based on blind source separation techniques. The short time Fourier transform (STFT) of the singer signal is modelled by a ...
131
Voted
ICIP
2002
IEEE
16 years 5 months ago
2002
IEEE
We describe a method for inferring tree-like vascular structures from 2D imagery. A Markov Chain Monte Carlo (MCMC) algorithm is employed to produce approximate samples from the p...
125
Voted
ICIP
2008
IEEE
15 years 10 months ago
2008
IEEE
In this paper, we introduce a new method for tracking multiple objects. The method combines Kalman filtering and the Expectation Maximization (EM) algorithm in a novel way to dea...
168
Voted
TIP
2008
15 years 3 months ago
2008
A method for removing additive Gaussian noise from digital images is described. It is based on statistical modeling of the coefficients of a redundant, oriented, complex multiscale...