source: foam/trunk/faceclassifier/src/FaceBank.cpp @ 94

Revision 94, 2.1 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 "FaceBank.h"
18#include "highgui.h"
19#include "tinyxml.h"
20
21#include <vector>
22
23#ifdef WIN32
24#include <string>
25#define snprintf _snprintf
26#endif
27
28using namespace std;
29
30/////////////////////////////////////////////////////////////////////////////////
31       
32FaceBank::FaceBank(unsigned int FaceWidth, unsigned int FaceHeight, float ErrorThresh, float NewImageThresh, Classifier *c) :
33m_FaceWidth(FaceWidth),
34m_FaceHeight(FaceHeight),
35m_ErrorThresh(ErrorThresh),
36m_NewImageThresh(NewImageThresh),
37m_Classifier(c)
38{
39}
40
41FaceBank::~FaceBank()
42{       
43        Clear();
44}
45
46void FaceBank::Clear()
47{
48}
49
50float FaceBank::Suggest(Image face, unsigned int ID)
51{
52        // Subtract the mean as an attempt to deal with global lighting changes
53        face.SubMean();
54       
55        m_Classifier->AddFeature(ID,face.Scale(m_FaceWidth,m_FaceHeight).RGB2GRAY().ToFloatVector());
56        //m_FaceMap[ID]=face;
57       
58        return 1;
59}
60
61float FaceBank::Identify(Image face, unsigned int &ID, int &imagenum)
62{
63        // Subtract the mean as an attempt to deal with global lighting changes
64        face.SubMean();
65       
66        float error;
67        ID = m_Classifier->Classify(face.Scale(m_FaceWidth,m_FaceHeight).RGB2GRAY().ToFloatVector(),error);
68
69        // if the error is less than the threshold, return the id
70        if (error<m_ErrorThresh)
71        {
72                return 1-error;
73        }
74       
75        cerr<<"unrecognised face"<<endl;
76        ID=-1;
77        return 0;
78}
79
80void FaceBank::Save(const std::string &filename) const
81{
82       
83}
84
85void FaceBank::Load(const std::string &filename)
86{
87       
88}
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