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

#include <itkRBFLayer.h>

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

List of all members.

Public Types

typedef SmartPointer< const SelfConstPointer
typedef DistanceMetricType::Pointer DistanceMetricPointer
typedef
EuclideanDistanceMetric
< InternalVectorType
DistanceMetricType
typedef
Superclass::InputFunctionInterfaceType 
InputFunctionInterfaceType
typedef
Superclass::InternalVectorType 
InternalVectorType
typedef
Superclass::LayerInterfaceType 
LayerInterfaceType
typedef vnl_vector< ValueTypeNodeVectorType
typedef
Superclass::OutputVectorType 
OutputVectorType
typedef SmartPointer< SelfPointer
typedef
RadialBasisFunctionBase
< ValueType
RBFType
typedef RBFLayer Self
typedef LayerBase
< TMeasurementVector,
TTargetVector > 
Superclass
typedef
Superclass::TransferFunctionInterfaceType 
TransferFunctionInterfaceType
typedef Superclass::ValuePointer ValuePointer
typedef Superclass::ValueType ValueType
typedef
Superclass::WeightSetInterfaceType 
WeightSetInterfaceType
typedef
CompletelyConnectedWeightSet
< TMeasurementVector,
TTargetVector > 
WeightSetType

Public Member Functions

virtual ValueType Activation (ValueType)
virtual void BackwardPropagate ()
virtual void BackwardPropagate (TTargetVector)
virtual ValueType DActivation (ValueType)
virtual void ForwardPropagate ()
virtual void ForwardPropagate (TMeasurementVector input)
InternalVectorType GetCenter (unsigned int i) const
virtual DistanceMetricTypeGetDistanceMetric ()
virtual const DistanceMetricTypeGetDistanceMetric ()
virtual ValueType GetInputErrorValue (unsigned int node_id) const
virtual ValueTypeGetInputErrorVector ()
virtual ValueType GetInputValue (unsigned int i) const
virtual const unsigned int & GetNumClasses ()
virtual ValueType GetOutputErrorValue (unsigned int node_id) const
virtual ValueType GetOutputValue (unsigned int) const
virtual ValueTypeGetOutputVector ()
ValueType GetRadii (unsigned int i) const
virtual RBFTypeGetRBF ()
virtual const RBFTypeGetRBF ()
virtual const unsigned int & GetRBF_Dim ()
void SetCenter (TMeasurementVector c, unsigned int i)
void SetDistanceMetric (DistanceMetricType *f)
virtual void SetInputErrorValue (ValueType, unsigned int node_id)
void SetInputValue (unsigned int i, ValueType value)
virtual void SetNumberOfNodes (unsigned int numNodes)
virtual void SetNumClasses (unsigned int _arg)
virtual void SetOutputErrorValues (TTargetVector)
virtual void SetOutputValue (unsigned int, ValueType)
void SetOutputVector (TMeasurementVector value)
void SetRadii (ValueType c, unsigned int i)
void SetRBF (RBFType *f)
void SetRBF_Dim (unsigned int size)
virtual void SetBias (ValueType _arg)
virtual const ValueTypeGetBias ()

Protected Member Functions

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

Private Attributes

ValueType m_Bias
std::vector< InternalVectorTypem_Centers
DistanceMetricType::Pointer m_DistanceMetric
NodeVectorType m_InputErrorValues
NodeVectorType m_NodeInputValues
NodeVectorType m_NodeOutputValues
unsigned int m_NumClasses
NodeVectorType m_OutputErrorValues
InternalVectorType m_Radii
RBFType::Pointer m_RBF
unsigned int m_RBF_Dim
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::RBFLayer< TMeasurementVector, TTargetVector >

This is the itkRBFLayer class.

Definition at line 39 of file itkRBFLayer.h.


Member Typedef Documentation

template<class TMeasurementVector , class TTargetVector >
typedef SmartPointer<const Self> itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::ConstPointer

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

Definition at line 45 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
typedef DistanceMetricType::Pointer itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::DistanceMetricPointer

Definition at line 67 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
typedef EuclideanDistanceMetric<InternalVectorType> itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::DistanceMetricType

Definition at line 66 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
typedef Superclass::InputFunctionInterfaceType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::InputFunctionInterfaceType

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

Definition at line 62 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
typedef Superclass::InternalVectorType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::InternalVectorType

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

Definition at line 55 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
typedef Superclass::LayerInterfaceType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::LayerInterfaceType

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

Definition at line 57 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
typedef vnl_vector<ValueType> itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::NodeVectorType

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

Definition at line 54 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
typedef Superclass::OutputVectorType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::OutputVectorType

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

Definition at line 56 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
typedef SmartPointer<Self> itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::Pointer

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

Definition at line 44 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
typedef RadialBasisFunctionBase<ValueType> itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::RBFType

Definition at line 68 of file itkRBFLayer.h.

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

Standard class typedefs.

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

Definition at line 42 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
typedef LayerBase<TMeasurementVector, TTargetVector> itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::Superclass

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

Definition at line 43 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
typedef Superclass::TransferFunctionInterfaceType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::TransferFunctionInterfaceType

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

Definition at line 63 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
typedef Superclass::ValuePointer itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::ValuePointer

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

Definition at line 53 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
typedef Superclass::ValueType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::ValueType

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

Definition at line 49 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
typedef Superclass::WeightSetInterfaceType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::WeightSetInterfaceType

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

Definition at line 61 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
typedef CompletelyConnectedWeightSet<TMeasurementVector,TTargetVector> itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::WeightSetType

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

Definition at line 59 of file itkRBFLayer.h.


Constructor & Destructor Documentation

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

Member Function Documentation

template<class TMeasurementVector , class TTargetVector >
virtual ValueType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::Activation ( ValueType  ) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::BackwardPropagate ( ) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::BackwardPropagate ( TTargetVector  ) [inline, virtual]

Definition at line 87 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
virtual::itk::LightObject::Pointer itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::CreateAnother ( void  ) const [virtual]

Method for creation through the object factory.

Reimplemented from itk::LightProcessObject.

template<class TMeasurementVector , class TTargetVector >
virtual ValueType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::DActivation ( ValueType  ) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::ForwardPropagate ( ) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::ForwardPropagate ( TMeasurementVector  input) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual const ValueType& itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetBias ( ) [virtual]

Set/Get the bias

template<class TMeasurementVector , class TTargetVector >
InternalVectorType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetCenter ( unsigned int  i) const
template<class TMeasurementVector , class TTargetVector >
virtual DistanceMetricType* itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetDistanceMetric ( ) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual const DistanceMetricType* itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetDistanceMetric ( ) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual ValueType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetInputErrorValue ( unsigned int  node_id) const [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual ValueType* itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetInputErrorVector ( ) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual ValueType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetInputValue ( unsigned int  i) const [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual const char* itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetNameOfClass ( ) const [virtual]

Method for creation through the object factory.

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

template<class TMeasurementVector , class TTargetVector >
virtual const unsigned int& itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetNumClasses ( ) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual ValueType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetOutputErrorValue ( unsigned int  node_id) const [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual ValueType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetOutputValue ( unsigned  int) const [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual ValueType* itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetOutputVector ( ) [virtual]
template<class TMeasurementVector , class TTargetVector >
ValueType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetRadii ( unsigned int  i) const
template<class TMeasurementVector , class TTargetVector >
virtual RBFType* itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetRBF ( ) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual const RBFType* itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetRBF ( ) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual const unsigned int& itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetRBF_Dim ( ) [virtual]
template<class TMeasurementVector , class TTargetVector >
static Pointer itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::New ( ) [static]

Method for creation through the object factory.

Reimplemented from itk::LightProcessObject.

template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::PrintSelf ( std::ostream &  os,
Indent  indent 
) const [protected, virtual]

Method to print the object.

Reimplemented from itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::SetBias ( ValueType  _arg) [virtual]

Set/Get the bias

template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::SetCenter ( TMeasurementVector  c,
unsigned int  i 
)
template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::SetDistanceMetric ( DistanceMetricType f)
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::SetInputErrorValue ( ValueType  ,
unsigned int  node_id 
) [virtual]
template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::SetInputValue ( unsigned int  i,
ValueType  value 
)
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::SetNumberOfNodes ( unsigned int  numNodes) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::SetNumClasses ( unsigned int  _arg) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::SetOutputErrorValues ( TTargetVector  ) [virtual]
template<class TMeasurementVector , class TTargetVector >
virtual void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::SetOutputValue ( unsigned  int,
ValueType   
) [virtual]
template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::SetOutputVector ( TMeasurementVector  value)
template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::SetRadii ( ValueType  c,
unsigned int  i 
)
template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::SetRBF ( RBFType f)
template<class TMeasurementVector , class TTargetVector >
void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::SetRBF_Dim ( unsigned int  size)

Member Data Documentation

template<class TMeasurementVector , class TTargetVector >
ValueType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::m_Bias [private]

Definition at line 142 of file itkRBFLayer.h.

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

Definition at line 139 of file itkRBFLayer.h.

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

Definition at line 137 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
NodeVectorType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::m_InputErrorValues [private]

Definition at line 134 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
NodeVectorType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::m_NodeInputValues [private]

Definition at line 132 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
NodeVectorType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::m_NodeOutputValues [private]

Definition at line 133 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
unsigned int itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::m_NumClasses [private]

Definition at line 141 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
NodeVectorType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::m_OutputErrorValues [private]

Definition at line 135 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
InternalVectorType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::m_Radii [private]

Definition at line 140 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
RBFType::Pointer itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::m_RBF [private]

Definition at line 144 of file itkRBFLayer.h.

template<class TMeasurementVector , class TTargetVector >
unsigned int itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::m_RBF_Dim [private]

Definition at line 143 of file itkRBFLayer.h.


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