iRoCS Toolbox  1.1.0
ModelOptimizer_linearNormal.hh
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1 /**************************************************************************
2  *
3  * Copyright (C) 2004-2015 Olaf Ronneberger, Florian Pigorsch, Jörg Mechnich,
4  * Thorsten Falk
5  *
6  * Image Analysis Lab, University of Freiburg, Germany
7  *
8  * This program is free software; you can redistribute it and/or modify
9  * it under the terms of the GNU General Public License as published by
10  * the Free Software Foundation; either version 3 of the License, or
11  * (at your option) any later version.
12  *
13  * This program is distributed in the hope that it will be useful,
14  * but WITHOUT ANY WARRANTY; without even the implied warranty of
15  * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
16  * GNU General Public License for more details.
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23 
24 #ifndef MODELOPTIMIZER_LINEARNORMAL_HH
25 #define MODELOPTIMIZER_LINEARNORMAL_HH
26 
27 #ifdef HAVE_CONFIG_H
28 #include <config.hh>
29 #endif
30 
31 #include "BasicSVMAdapter.hh"
32 
33 namespace svt
34 {
35 
36 #ifndef ModelOptimizerlinearNormal
37 #define ModelOptimizerlinearNormal
38 
39 template <typename FV>
41 {
42  public:
43  template <typename MODEL>
44  void optimizeModel(MODEL& model);
45 
46  template <typename TWO_MODEL>
47  FV* optimizeTwoClassModel(TWO_MODEL& model, int uid);
48 
49  std::vector<FV*> getReducedSV()
50  {
51  return _reducedSV;
52  }
53  private:
54  std::vector<FV*> _reducedSV;
55 };
56 
57 #include "ModelOptimizer_linearNormal.icc"
58 #endif
59 }
60 
61 #endif
FV * optimizeTwoClassModel(TWO_MODEL &model, int uid)