1102 search results - page 23 / 221 » Density Estimation Using Mixtures of Mixtures of Gaussians |
100
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ICIP
2001
IEEE
16 years 3 months ago
2001
IEEE
Segmentation and tracking of objects in video sequences is important for a number of applications. In the supervised variant, segmentation can be achieved by modelling the probabi...
128
Voted
ICPR
2010
IEEE
14 years 11 months ago
2010
IEEE
The expectation maximization (EM) algorithm is widely used in the Gaussian mixture model (GMM) as the state-of-art statistical modeling technique. Like the classical EM method, th...
ICASSP
2008
IEEE
15 years 8 months ago
2008
IEEE
We derive an asymptotic Newton algorithm for Quasi Maximum Likelihood estimation of the ICA mixture model, using the ordinary gradient and Hessian. The probabilistic mixture frame...
119
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COLT
2010
Springer
14 years 12 months ago
2010
Springer
In recent years analysis of complexity of learning Gaussian mixture models from sampled data has received significant attention in computational machine learning and theory commun...
93
Voted
ISBI
2004
IEEE
16 years 2 months ago
2004
IEEE