source: foam/trunk/vision/src/PCAClassifier.h @ 94

Revision 94, 1.2 KB checked in by dave, 10 years ago (diff)

added face classifier application, not working yet

Line 
1// Copyright (C) 2009 foam
2//
3// This program is free software; you can redistribute it and/or modify
4// it under the terms of the GNU General Public License as published by
5// the Free Software Foundation; either version 2 of the License, or
6// (at your option) any later version.
7//
8// This program is distributed in the hope that it will be useful,
9// but WITHOUT ANY WARRANTY; without even the implied warranty of
10// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
11// GNU General Public License for more details.
12//
13// You should have received a copy of the GNU General Public License
14// along with this program; if not, write to the Free Software
15// Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.
16
17#include <vector>
18#include <map>
19#include <set>
20#include "Vector.h"
21#include "Matrix.h"
22#include "Classifier.h"
23#include "PCA.h"
24
25#ifndef FOAM_PCA_CLASSIFIER
26#define FOAM_PCA_CLASSIFIER
27
28class PCAClassifier : public Classifier
29{
30public:
31        PCAClassifier(const PCA &pca);
32        ~PCAClassifier();
33       
34        // take image vectors in internally uses pca space parameters
35        virtual void AddFeature(int group, const Vector<float> &f);
36        virtual int Classify(const Vector<float> &f, float &error);
37
38private:
39        void Refresh();
40
41        PCA m_PCA;
42       
43};
44
45#endif
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