1102 search results - page 43 / 221 » Density Estimation Using Mixtures of Mixtures of Gaussians |
100
click to vote
ICASSP
2010
IEEE
15 years 2 months ago
2010
IEEE
In this work, we present a general method for approximating nonlinear transformations of Gaussian mixture random variables. It is based on transforming the individual Gaussians wi...
135
click to vote
AAAI
2010
15 years 3 months ago
2010
Gaussian Mixture Model (GMM) is one of the most popular data clustering methods which can be viewed as a linear combination of different Gaussian components. In GMM, each cluster ...
106
click to vote
PR
2010
15 years 9 days ago
2010
Aggregating statistical representations of classes is an important task for current trends in scaling up learning and recognition, or for addressing them in distributed infrastruc...
126
click to vote
ICPR
2010
IEEE
15 years 2 months ago
2010
IEEE
—In this paper we propose an approach for the problem of single channel source separation of speech and music signals. Our approach is based on representing each source’s power...
128
click to vote
TIP
2010
14 years 8 months ago
2010
Abstract--A new Bayesian model is proposed for image segmentation based upon Gaussian mixture models (GMM) with spatial smoothness constraints. This model exploits the Dirichlet co...