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00017 #ifndef __itkSampleClassifier_h
00018 #define __itkSampleClassifier_h
00019
00020 #include <vector>
00021
00022 #include "itkObject.h"
00023 #include "itkExceptionObject.h"
00024 #include "itkSubsample.h"
00025 #include "itkMembershipSample.h"
00026 #include "itkClassifierBase.h"
00027
00028 namespace itk{
00029 namespace Statistics{
00030
00065 template< class TSample >
00066 class ITK_EXPORT SampleClassifier :
00067 public ClassifierBase< TSample >
00068 {
00069 public:
00071 typedef SampleClassifier Self;
00072 typedef ClassifierBase< TSample > Superclass;
00073 typedef SmartPointer< Self > Pointer;
00074 typedef SmartPointer<const Self> ConstPointer;
00075
00077 itkTypeMacro(SampleClassifier, Object);
00078 itkNewMacro(Self) ;
00079
00081 typedef MembershipSample< TSample > OutputType ;
00082
00084 typedef typename TSample::MeasurementType MeasurementType ;
00085 typedef typename TSample::MeasurementVectorType MeasurementVectorType ;
00086
00087 itkStaticConstMacro(MeasurementVectorSize, unsigned int,
00088 TSample::MeasurementVectorSize);
00089
00091 typedef typename Superclass::MembershipFunctionPointerVector
00092 MembershipFunctionPointerVector ;
00093
00094 typedef unsigned int ClassLabelType ;
00095 typedef std::vector< ClassLabelType > ClassLabelVectorType ;
00097 void SetSample(const TSample* sample) ;
00098
00100 const TSample* GetSample() const;
00101
00107 void SetMembershipFunctionClassLabels( ClassLabelVectorType& labels) ;
00108
00110 ClassLabelVectorType& GetMembershipFunctionClassLabels()
00111 { return m_ClassLabels ; }
00112
00114 OutputType* GetOutput() ;
00115
00116 protected:
00117 SampleClassifier() ;
00118 virtual ~SampleClassifier() {}
00119 void PrintSelf(std::ostream& os, Indent indent) const;
00120
00122 void GenerateData() ;
00123
00124 private:
00126 const TSample* m_Sample ;
00127
00129 typename OutputType::Pointer m_Output ;
00130
00132 ClassLabelVectorType m_ClassLabels ;
00133 } ;
00134
00135
00136 }
00137 }
00138
00139
00140 #ifndef ITK_MANUAL_INSTANTIATION
00141 #include "itkSampleClassifier.txx"
00142 #endif
00143
00144 #endif
00145
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