[vtkusers] The VTK Journal-New Submission

VTK Journal webmaster at insightsoftwareconsortium.org
Fri Sep 24 04:09:13 EDT 2010


Hello,
A new submission has been added to the VTK Journal.

Title: Expectation Maximization of Gausian Mixture Models in VTK
Author(s):Doria D.
Abstract: 
Expectation maximization (EM) is a common technique for estimating the parameters of a model after having collected observations of data generated by the model. We first explain the algorithm, then present our impelementation. We focus on estimation of the parameters of a Gaussian Mixture Model (GMM). The implementation is written in the VTK framework and is provided as a new class, vtkExpectationMaximization.

The code is hosted here: http://github.com/daviddoria/ExpectationMaximization for the time being.

Download and Review the paper at: http://www.insight-journal.org/browse/publication/764

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