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Code Listing by Sebastien Paris

Code 1-10 of 28   Pages: Go to  1  2  3  Next >>  page  






A fast generator of gaussian mixture samples with a general ND dimensional calling syntax.

Permit to sample from a simple multivariate process to several gaussian mixture in a easy way.

Please run mexme_sample_mvgm.m to compile on your own platform. (Be sure to mex -setup is done before)



A simple example demonstrating how to track an object with particle filter. Likelihood function is based on Bhattacharya distance of color histograms.

Please run mexme_pf_color_tracker to recompile mex-files on your own plateform.



Free Split and Merge Expectation-Maximization algorithm for Multivariate Gaussian Mixtures. This algorithm is suitable to estimate mixture parameters and the number of conpounds

Usage
-------

[logl , M , S , P] =...



Fast Algorithm estimating the number of sinusoids in a white Gaussian noise. This algorithm use a sub-space method based on chi-square statistics of eigen values of the Autocorrelation Matrix.

Example :

clear, close all...



A fast Gentle Adaboost classifier with two different weak-learners: i) decision stump and ii) perceptron. Multiclass is performed with the one-against-all strategy.

Usage
------

model = gentleboost_model(X , y , [T] ,...



Compute 2D - MultiWall model

Usage
------

rs_amp = multiwall_model(TXpoint , RXpoint , walls , material , [L0] , [n]);


Inputs
-------

TXpoint Transmitter points (2 x Nt)
RXpoint...



Fit a multivariate gaussian mixture by a cross-entropy method. Cross-Entropy is a powerfull tool to achieve stochastic multi-extremum optimization.

Please visit http://iew3.technion.ac.il/CE/ for more informations

i) Please...



Build production plans versus time cycles k =1,...,N responding production queries dk
and miniming the sum of following production costs

i) Fix production cost K_k
ii) Unitary production cost c_k
iii) Stockage...



Fast implementation of the GRLVQ, SRNG and H2MGLVQ algorithms, three supervised LVQ classifiers

Please run mexme_NN to recompile mex files on your own plateform

Please run test*.m to run demos



Mex implementation of EM algorithm for multivariate Gaussian mixture. Multiple data/initial parameters are allowed by ND slices definition

em_mvgm : Expectation-Maximization algorithm for Multivariate Gaussian Mixtures

...