sharedboostingfdpresampling.m

基于boosting的人脸检测的matlab实现

%Boosted discrmininant projections
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% David Masip  http://www.cvc.uab.es/~davidm/Sitio_web/Personal.html
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% Inputs:
%    - X.dat = NFeatures x NSamples data matrix
%    - X.labels = 1xNsamples with the cosnecutive data labels
%    - Configuration: structure with parameters:
%         Configuration.BoostingIterations : Number of extracted features.
%         Configuration.ClassRessampling : Sampling of classes (used when the number of classes is large)
% Outputs:
%    - clas: parameters of the feature extraction at each step
%    - Proj: resulting projection matrix
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% Please, when using this code cite:
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% David Masip, Jordi Vitri