itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector > Class Template Reference

This is the itkRBFLayer class. More...

#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 Self >	ConstPointer
typedef DistanceMetricType::Pointer	DistanceMetricPointer
typedef EuclideanDistanceMetric < InternalVectorType >	DistanceMetricType
typedef Superclass::InputFunctionInterfaceType	InputFunctionInterfaceType
typedef Superclass::InternalVectorType	InternalVectorType
typedef Superclass::LayerInterfaceType	LayerInterfaceType
typedef vnl_vector< ValueType >	NodeVectorType
typedef Superclass::OutputVectorType	OutputVectorType
typedef SmartPointer< Self >	Pointer
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 (TMeasurementVector input)
virtual void	ForwardPropagate ()
InternalVectorType	GetCenter (unsigned int i) const
virtual DistanceMetricType *	GetDistanceMetric ()
virtual const DistanceMetricType *	GetDistanceMetric ()
virtual ValueType	GetInputErrorValue (unsigned int node_id) const
virtual ValueType *	GetInputErrorVector ()
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 ValueType *	GetOutputVector ()
ValueType	GetRadii (unsigned int i) const
virtual const RBFType *	GetRBF ()
virtual RBFType *	GetRBF ()
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 ValueType &	GetBias ()
Protected Member Functions
virtual void	PrintSelf (std::ostream &os, Indent indent) const
	RBFLayer ()
virtual	~RBFLayer ()
Private Attributes
ValueType	m_Bias
std::vector< InternalVectorType >	m_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]

Implements itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

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 void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::BackwardPropagate

(

)

[virtual]

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

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]

Implements itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

template<class TMeasurementVector , class TTargetVector >

virtual void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::ForwardPropagate

(

)

[virtual]

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

template<class TMeasurementVector , class TTargetVector >

virtual void itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::ForwardPropagate

(

TMeasurementVector

input

)

[virtual]

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

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 const DistanceMetricType* itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetDistanceMetric

(

)

[virtual]

template<class TMeasurementVector , class TTargetVector >

virtual 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]

Implements itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

template<class TMeasurementVector , class TTargetVector >

virtual ValueType* itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetInputErrorVector

(

)

[virtual]

Implements itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

template<class TMeasurementVector , class TTargetVector >

virtual ValueType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetInputValue

(

unsigned int

i

)

const [virtual]

Implements itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

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]

Implements itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

template<class TMeasurementVector , class TTargetVector >

virtual ValueType itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetOutputValue

(

unsigned

int

)

const [virtual]

Implements itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

template<class TMeasurementVector , class TTargetVector >

virtual ValueType* itk::Statistics::RBFLayer< TMeasurementVector, TTargetVector >::GetOutputVector

(

)

[virtual]

Implements itk::Statistics::LayerBase< TMeasurementVector, TTargetVector >.

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]

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

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]

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

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]

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

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:

• itkRBFLayer.h