3D visualization of GMM learning via the EM algorithm by Johannes

The evolution of a GMM in the EM algorithm is visualized by interpolating between iterations. (expectation maximizat..., gaussian mixture mode..., em)

EM_GMM_3d(c,wk,N,movie,Y,D,Cv)

Privacy Preserving Smart Metering based on Randomized Response Model by Shuang Wang

The is an implementation of the randomized response model for privacy preserving smart metering (privacypreserving sma..., expectation propagati..., gaussian mixture mode...)

[axout,h1,h2]=errorBarSemilogyy(varargin)

[axout,h1,h2]=errorBarplotyy(varargin)

emgm(X, init, fixed_mean_pos, time_ID)

Unscented Hellinger distance between GMMs by Matej Kristan

The code calculates a metric between a pair of multivariate Gaussian Mixture Models. (signal processing, statistics, gaussian mixture mode...)

cols(a)

conf2mahal(c, d)

demoDistanceGMM.m

Background Removal using Gaussian Model by Alexander Farley

Input image. Get out binary foreground mask. (background removal, gaussian mixture mode...)

EM_GM(X,k,ltol,maxiter,pflag,Init)

separate(working_image,background_dominant)

RemoveBackground.m

Wrapper of the jMEF java library by Sylvain Boltz

Matlab Wrapper for jMEF : A Java library to process mixtures of exponential families (exponential families, kullback leibler dive..., gaussian)

demo1

demo2

Gaussian Mixture Model (GMM) - Gaussian Mixture Regression (GMR) by Sylvain Calinon

Encoding of data in Gaussian Mixture Model and retrieval through Gaussian Mixture Regression (gaussian mixture mode..., expecta, gmm)