ITK  4.1.0
Insight Segmentation and Registration Toolkit
Public Types | Public Member Functions | Protected Member Functions | Private Attributes
itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector > Class Template Reference

#include <itkRBFNetwork.h>

+ Inheritance diagram for itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >:
+ Collaboration diagram for itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >:

List of all members.

Public Types

typedef Array< ValueTypeArrayType
typedef SmartPointer< const SelfConstPointer
typedef
EuclideanDistanceMetric
< ArrayType
DistanceMetricType
typedef RBFLayer
< TMeasurementVector,
TTargetVector > 
HiddenLayerType
typedef
Superclass::InputFunctionInterfaceType 
InputFunctionInterfaceType
typedef
Superclass::LayerInterfaceType 
LayerInterfaceType
typedef Superclass::LayerVectorType LayerVectorType
typedef
Superclass::LearningLayerType 
LearningLayerType
typedef
Superclass::MeasurementVectorType 
MeasurementVectorType
typedef
Superclass::NetworkOutputType 
NetworkOutputType
typedef SmartPointer< SelfPointer
typedef
RadialBasisFunctionBase
< ValueType
RBFTransferFunctionType
typedef RBFNetwork Self
typedef
MultilayerNeuralNetworkBase
< TMeasurementVector,
TTargetVector,
BackPropagationLayer
< TMeasurementVector,
TTargetVector > > 
Superclass
typedef
Superclass::TargetVectorType 
TargetVectorType
typedef
Superclass::TransferFunctionInterfaceType 
TransferFunctionInterfaceType
typedef Superclass::ValueType ValueType
typedef
Superclass::WeightVectorType 
WeightVectorType

Public Member Functions

virtual NetworkOutputType GenerateOutput (TMeasurementVector samplevector)
virtual const unsigned int & GetClasses ()
virtual const ValueTypeGetFirstHiddenLayerBias ()
virtual const unsigned int & GetNumOfFirstHiddenNodes ()
virtual const unsigned int & GetNumOfInputNodes ()
virtual const unsigned int & GetNumOfOutputNodes ()
virtual const ValueTypeGetOutputLayerBias ()
void Initialize ()
void InitializeWeights ()
void SetCenter (TMeasurementVector c)
virtual void SetClasses (unsigned int _arg)
void SetDistanceMetric (DistanceMetricType *f)
virtual void SetFirstHiddenLayerBias (ValueType _arg)
void SetFirstHiddenTransferFunction (TransferFunctionInterfaceType *f)
void SetInputFunction (InputFunctionInterfaceType *f)
void SetInputTransferFunction (TransferFunctionInterfaceType *f)
virtual void SetNumOfFirstHiddenNodes (unsigned int _arg)
virtual void SetNumOfInputNodes (unsigned int _arg)
virtual void SetNumOfOutputNodes (unsigned int _arg)
virtual void SetOutputLayerBias (ValueType _arg)
void SetOutputTransferFunction (TransferFunctionInterfaceType *f)
void SetRadius (ValueType r)

Protected Member Functions

virtual void PrintSelf (std::ostream &os, Indent indent) const
 RBFNetwork ()
virtual ~RBFNetwork ()

Private Attributes

std::vector< TMeasurementVector > m_Centers
unsigned int m_Classes
DistanceMetricType::Pointer m_DistanceMetric
ValueType m_FirstHiddenLayerBias
RBFTransferFunctionType::Pointer m_FirstHiddenTransferFunction
InputFunctionInterfaceType::Pointer m_InputFunction
TransferFunctionInterfaceType::Pointer m_InputTransferFunction
unsigned int m_NumOfFirstHiddenNodes
unsigned int m_NumOfInputNodes
unsigned int m_NumOfOutputNodes
ValueType m_OutputLayerBias
TransferFunctionInterfaceType::Pointer m_OutputTransferFunction
std::vector< double > m_Radii
virtual const char * GetNameOfClass () const
virtual ::itk::LightObject::Pointer CreateAnother (void) const
static Pointer New ()

Detailed Description

template<class TMeasurementVector, class TTargetVector>
class itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >

This is the itkRBFNetwork class.

Definition at line 47 of file itkRBFNetwork.h.


Member Typedef Documentation

template<class TMeasurementVector , class TTargetVector >
typedef Array<ValueType> itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::ArrayType

Definition at line 72 of file itkRBFNetwork.h.

template<class TMeasurementVector , class TTargetVector >
typedef SmartPointer<const Self> itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::ConstPointer
template<class TMeasurementVector , class TTargetVector >
typedef EuclideanDistanceMetric<ArrayType> itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::DistanceMetricType

Definition at line 73 of file itkRBFNetwork.h.

template<class TMeasurementVector , class TTargetVector >
typedef RBFLayer<TMeasurementVector, TTargetVector> itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::HiddenLayerType

Definition at line 75 of file itkRBFNetwork.h.

template<class TMeasurementVector , class TTargetVector >
typedef Superclass::InputFunctionInterfaceType itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::InputFunctionInterfaceType
template<class TMeasurementVector , class TTargetVector >
typedef Superclass::LayerInterfaceType itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::LayerInterfaceType
template<class TMeasurementVector , class TTargetVector >
typedef Superclass::LayerVectorType itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::LayerVectorType
template<class TMeasurementVector , class TTargetVector >
typedef Superclass::LearningLayerType itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::LearningLayerType
template<class TMeasurementVector , class TTargetVector >
typedef Superclass::MeasurementVectorType itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::MeasurementVectorType
template<class TMeasurementVector , class TTargetVector >
typedef Superclass::NetworkOutputType itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::NetworkOutputType
template<class TMeasurementVector , class TTargetVector >
typedef SmartPointer<Self> itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::Pointer
template<class TMeasurementVector , class TTargetVector >
typedef RadialBasisFunctionBase<ValueType> itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::RBFTransferFunctionType

Definition at line 74 of file itkRBFNetwork.h.

template<class TMeasurementVector , class TTargetVector >
typedef RBFNetwork itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::Self
template<class TMeasurementVector , class TTargetVector >
typedef MultilayerNeuralNetworkBase<TMeasurementVector, TTargetVector , BackPropagationLayer<TMeasurementVector, TTargetVector> > itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::Superclass
template<class TMeasurementVector , class TTargetVector >
typedef Superclass::TargetVectorType itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::TargetVectorType
template<class TMeasurementVector , class TTargetVector >
typedef Superclass::TransferFunctionInterfaceType itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::TransferFunctionInterfaceType
template<class TMeasurementVector , class TTargetVector >
typedef Superclass::ValueType itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::ValueType
template<class TMeasurementVector , class TTargetVector >
typedef Superclass::WeightVectorType itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::WeightVectorType

Constructor & Destructor Documentation

template<class TMeasurementVector , class TTargetVector >
itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::RBFNetwork ( ) [protected]
template<class TMeasurementVector , class TTargetVector >
virtual itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::~RBFNetwork ( ) [inline, protected, virtual]

Definition at line 130 of file itkRBFNetwork.h.


Member Function Documentation

template<class TMeasurementVector , class TTargetVector >
virtual::itk::LightObject::Pointer itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::CreateAnother ( void  ) const [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual NetworkOutputType itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::GenerateOutput ( TMeasurementVector  samplevector) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual const unsigned int& itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::GetClasses ( ) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual const ValueType& itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::GetFirstHiddenLayerBias ( ) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual const char* itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::GetNameOfClass ( ) const [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual const unsigned int& itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::GetNumOfFirstHiddenNodes ( ) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual const unsigned int& itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::GetNumOfInputNodes ( ) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual const unsigned int& itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::GetNumOfOutputNodes ( ) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual const ValueType& itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::GetOutputLayerBias ( ) [virtual]
template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::Initialize ( ) [virtual]

Restore the data object to its initial state. This means releasing memory.

Reimplemented from itk::DataObject.

template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::InitializeWeights ( )
template<class TMeasurementVector , class TTargetVector >
static Pointer itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::New ( ) [static]
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const [protected, virtual]
template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::SetCenter ( TMeasurementVector  c)
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::SetClasses ( unsigned int  _arg) [virtual]
template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::SetDistanceMetric ( DistanceMetricType f)
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::SetFirstHiddenLayerBias ( ValueType  _arg) [virtual]
template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::SetFirstHiddenTransferFunction ( TransferFunctionInterfaceType f)
template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::SetInputFunction ( InputFunctionInterfaceType f)
template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::SetInputTransferFunction ( TransferFunctionInterfaceType f)
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::SetNumOfFirstHiddenNodes ( unsigned int  _arg) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::SetNumOfInputNodes ( unsigned int  _arg) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::SetNumOfOutputNodes ( unsigned int  _arg) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::SetOutputLayerBias ( ValueType  _arg) [virtual]
template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::SetOutputTransferFunction ( TransferFunctionInterfaceType f)
template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::SetRadius ( ValueType  r)

Member Data Documentation

template<class TMeasurementVector , class TTargetVector >
std::vector<TMeasurementVector> itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::m_Centers [private]

Definition at line 138 of file itkRBFNetwork.h.

template<class TMeasurementVector , class TTargetVector >
unsigned int itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::m_Classes [private]

Definition at line 141 of file itkRBFNetwork.h.

template<class TMeasurementVector , class TTargetVector >
DistanceMetricType::Pointer itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::m_DistanceMetric [private]

Definition at line 137 of file itkRBFNetwork.h.

template<class TMeasurementVector , class TTargetVector >
ValueType itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::m_FirstHiddenLayerBias [private]

Definition at line 146 of file itkRBFNetwork.h.

template<class TMeasurementVector , class TTargetVector >
RBFTransferFunctionType::Pointer itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::m_FirstHiddenTransferFunction [private]

Definition at line 151 of file itkRBFNetwork.h.

template<class TMeasurementVector , class TTargetVector >
InputFunctionInterfaceType::Pointer itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::m_InputFunction [private]

Definition at line 149 of file itkRBFNetwork.h.

template<class TMeasurementVector , class TTargetVector >
TransferFunctionInterfaceType::Pointer itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::m_InputTransferFunction [private]

Definition at line 150 of file itkRBFNetwork.h.

template<class TMeasurementVector , class TTargetVector >
unsigned int itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::m_NumOfFirstHiddenNodes [private]

Definition at line 143 of file itkRBFNetwork.h.

template<class TMeasurementVector , class TTargetVector >
unsigned int itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::m_NumOfInputNodes [private]

Definition at line 142 of file itkRBFNetwork.h.

template<class TMeasurementVector , class TTargetVector >
unsigned int itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::m_NumOfOutputNodes [private]

Definition at line 144 of file itkRBFNetwork.h.

template<class TMeasurementVector , class TTargetVector >
ValueType itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::m_OutputLayerBias [private]

Definition at line 147 of file itkRBFNetwork.h.

template<class TMeasurementVector , class TTargetVector >
TransferFunctionInterfaceType::Pointer itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::m_OutputTransferFunction [private]

Definition at line 152 of file itkRBFNetwork.h.

template<class TMeasurementVector , class TTargetVector >
std::vector<double> itk::Statistics::RBFNetwork< TMeasurementVector, TTargetVector >::m_Radii [private]

Definition at line 139 of file itkRBFNetwork.h.


The documentation for this class was generated from the following file: