#include <itkSampleClassifierFilter.h>

Inheritance diagram for itk::Statistics::SampleClassifierFilter< TSample >:

Collaboration diagram for itk::Statistics::SampleClassifierFilter< TSample >:

Public Types
typedef IdentifierType	ClassLabelType
typedef ClassLabelVectorObjectType::Pointer	ClassLabelVectorObjectPointer
typedef SimpleDataObjectDecorator < ClassLabelVectorType >	ClassLabelVectorObjectType
typedef std::vector < ClassLabelType >	ClassLabelVectorType
typedef SmartPointer< const Self >	ConstPointer
typedef DecisionRuleType::ConstPointer	DecisionRulePointer
typedef DecisionRule	DecisionRuleType
typedef SampleType::MeasurementType	MeasurementType
typedef SampleType::MeasurementVectorType	MeasurementVectorType
typedef MembershipFunctionType::ConstPointer	MembershipFunctionPointer
typedef SimpleDataObjectDecorator < MembershipFunctionsWeightsArrayType >	MembershipFunctionsWeightsArrayObjectType
typedef MembershipFunctionsWeightsArrayObjectType::Pointer	MembershipFunctionsWeightsArrayPointer
typedef Array< double >	MembershipFunctionsWeightsArrayType
typedef MembershipFunctionBase < MeasurementVectorType >	MembershipFunctionType
typedef MembershipFunctionVectorObjectType::Pointer	MembershipFunctionVectorObjectPointer
typedef SimpleDataObjectDecorator < MembershipFunctionVectorType >	MembershipFunctionVectorObjectType
typedef std::vector < MembershipFunctionPointer >	MembershipFunctionVectorType
typedef MembershipSampleType::Pointer	MembershipSampleObjectPointer
typedef MembershipSample < SampleType >	MembershipSampleType
typedef SmartPointer< Self >	Pointer
typedef TSample	SampleType
typedef SampleClassifierFilter	Self
typedef ProcessObject	Superclass
Public Member Functions
const SampleType *	GetInput () const
const MembershipSampleType *	GetOutput () const
void	SetClassLabels (const ClassLabelVectorObjectType *classLabels)
void	SetInput (const SampleType *sample)
void	SetMembershipFunctions (const MembershipFunctionVectorObjectType *membershipFunctions)
void	SetMembershipFunctionsWeightsArray (const MembershipFunctionsWeightsArrayObjectType *weightsArray)

virtual void	SetNumberOfClasses (unsigned int _arg)
virtual unsigned int	GetNumberOfClasses () const

virtual void	SetDecisionRule (const DecisionRuleType *_arg)
virtual const DecisionRuleType *	GetDecisionRule ()
Protected Member Functions
void	GenerateData ()
void	operator= (const Self &)
void	PrintSelf (std::ostream &os, Indent indent) const
	SampleClassifierFilter ()
	SampleClassifierFilter (const Self &)
virtual	~SampleClassifierFilter ()
Private Attributes
DecisionRulePointer	m_DecisionRule
unsigned int	m_NumberOfClasses
virtual const char *	GetNameOfClass () const
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
static Pointer	New ()
typedef ProcessObject::DataObjectPointerArraySizeType	DataObjectPointerArraySizeType
virtual DataObjectPointer	MakeOutput (DataObjectPointerArraySizeType idx)

Detailed Description

template<class TSample>
class itk::Statistics::SampleClassifierFilter< TSample >

Sample classification class.

This filter takes as input a Sample and produces as output a classification in the form of a MembershipSample object.

Definition at line 44 of file itkSampleClassifierFilter.h.

Member Typedef Documentation

template<class TSample >

typedef IdentifierType itk::Statistics::SampleClassifierFilter< TSample >::ClassLabelType

Definition at line 87 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef ClassLabelVectorObjectType::Pointer itk::Statistics::SampleClassifierFilter< TSample >::ClassLabelVectorObjectPointer

Definition at line 91 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef SimpleDataObjectDecorator< ClassLabelVectorType > itk::Statistics::SampleClassifierFilter< TSample >::ClassLabelVectorObjectType

Definition at line 90 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef std::vector< ClassLabelType > itk::Statistics::SampleClassifierFilter< TSample >::ClassLabelVectorType

Definition at line 88 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef SmartPointer< const Self > itk::Statistics::SampleClassifierFilter< TSample >::ConstPointer

Reimplemented from itk::ProcessObject.

Definition at line 52 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef ProcessObject::DataObjectPointerArraySizeType itk::Statistics::SampleClassifierFilter< TSample >::DataObjectPointerArraySizeType [protected]

Make a DataObject of the correct type to used as the specified output. This method is automatically called when DataObject::DisconnectPipeline() is called.

See also:: ProcessObject

Reimplemented from itk::ProcessObject.

Definition at line 148 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef DecisionRuleType::ConstPointer itk::Statistics::SampleClassifierFilter< TSample >::DecisionRulePointer

Definition at line 95 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef DecisionRule itk::Statistics::SampleClassifierFilter< TSample >::DecisionRuleType

type of the decision rule

Definition at line 94 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef SampleType::MeasurementType itk::Statistics::SampleClassifierFilter< TSample >::MeasurementType

typedefs from SampleType object

Definition at line 67 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef SampleType::MeasurementVectorType itk::Statistics::SampleClassifierFilter< TSample >::MeasurementVectorType

Definition at line 68 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef MembershipFunctionType::ConstPointer itk::Statistics::SampleClassifierFilter< TSample >::MembershipFunctionPointer

Definition at line 72 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef SimpleDataObjectDecorator< MembershipFunctionsWeightsArrayType > itk::Statistics::SampleClassifierFilter< TSample >::MembershipFunctionsWeightsArrayObjectType

Definition at line 83 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef MembershipFunctionsWeightsArrayObjectType::Pointer itk::Statistics::SampleClassifierFilter< TSample >::MembershipFunctionsWeightsArrayPointer

Definition at line 85 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef Array< double > itk::Statistics::SampleClassifierFilter< TSample >::MembershipFunctionsWeightsArrayType

typedef for membership functions weight proprtion

Definition at line 80 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef MembershipFunctionBase< MeasurementVectorType > itk::Statistics::SampleClassifierFilter< TSample >::MembershipFunctionType

typedef for the MembershipFunction

Definition at line 71 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef MembershipFunctionVectorObjectType::Pointer itk::Statistics::SampleClassifierFilter< TSample >::MembershipFunctionVectorObjectPointer

Definition at line 77 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef SimpleDataObjectDecorator< MembershipFunctionVectorType > itk::Statistics::SampleClassifierFilter< TSample >::MembershipFunctionVectorObjectType

Definition at line 75 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef std::vector< MembershipFunctionPointer > itk::Statistics::SampleClassifierFilter< TSample >::MembershipFunctionVectorType

Definition at line 73 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef MembershipSampleType::Pointer itk::Statistics::SampleClassifierFilter< TSample >::MembershipSampleObjectPointer

Definition at line 64 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef MembershipSample< SampleType > itk::Statistics::SampleClassifierFilter< TSample >::MembershipSampleType

typedefs Output type

Definition at line 63 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef SmartPointer< Self > itk::Statistics::SampleClassifierFilter< TSample >::Pointer

Reimplemented from itk::ProcessObject.

Definition at line 51 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef TSample itk::Statistics::SampleClassifierFilter< TSample >::SampleType

Type of the input Sample

Definition at line 56 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef SampleClassifierFilter itk::Statistics::SampleClassifierFilter< TSample >::Self

Standard class typedef

Reimplemented from itk::ProcessObject.

Definition at line 49 of file itkSampleClassifierFilter.h.

template<class TSample >

typedef ProcessObject itk::Statistics::SampleClassifierFilter< TSample >::Superclass

Reimplemented from itk::ProcessObject.

Definition at line 50 of file itkSampleClassifierFilter.h.

Constructor & Destructor Documentation

template<class TSample >

itk::Statistics::SampleClassifierFilter< TSample >::SampleClassifierFilter ( ) [protected]

template<class TSample >

virtual itk::Statistics::SampleClassifierFilter< TSample >::~SampleClassifierFilter ( ) [inline, protected, virtual]

Definition at line 133 of file itkSampleClassifierFilter.h.

template<class TSample >

itk::Statistics::SampleClassifierFilter< TSample >::SampleClassifierFilter ( const Self & ) [protected]

Member Function Documentation

template<class TSample >

virtual::itk::LightObject::Pointer itk::Statistics::SampleClassifierFilter< TSample >::CreateAnother ( void ) const [virtual]

Standard macros

Reimplemented from itk::Object.

template<class TSample >

void itk::Statistics::SampleClassifierFilter< TSample >::GenerateData ( ) [protected, virtual]

Starts the classification process

Reimplemented from itk::ProcessObject.

template<class TSample >

virtual const DecisionRuleType* itk::Statistics::SampleClassifierFilter< TSample >::GetDecisionRule ( ) [virtual]

Set/Get the decision rule.

template<class TSample >

const SampleType* itk::Statistics::SampleClassifierFilter< TSample >::GetInput ( ) const

template<class TSample >

virtual const char* itk::Statistics::SampleClassifierFilter< TSample >::GetNameOfClass ( ) const [virtual]

Standard macros

Reimplemented from itk::ProcessObject.

template<class TSample >

virtual unsigned int itk::Statistics::SampleClassifierFilter< TSample >::GetNumberOfClasses ( ) const [virtual]

Number of classes. This must match the number of labels and membership functions provided by the user, otherwise an exception will be thrown at

template<class TSample >

const MembershipSampleType* itk::Statistics::SampleClassifierFilter< TSample >::GetOutput ( ) const

Returns the classification result

template<class TSample >

virtual DataObjectPointer itk::Statistics::SampleClassifierFilter< TSample >::MakeOutput ( DataObjectPointerArraySizeType idx ) [protected, virtual]

Make a DataObject of the correct type to used as the specified output. This method is automatically called when DataObject::DisconnectPipeline() is called.

See also:: ProcessObject

Reimplemented from itk::ProcessObject.

template<class TSample >

static Pointer itk::Statistics::SampleClassifierFilter< TSample >::New ( ) [static]

Standard macros

Reimplemented from itk::Object.

template<class TSample >

void itk::Statistics::SampleClassifierFilter< TSample >::operator= ( const Self & ) [protected]

Time when GenerateOutputInformation was last called.

Reimplemented from itk::ProcessObject.

template<class TSample >

void itk::Statistics::SampleClassifierFilter< TSample >::PrintSelf	(	std::ostream &	os,
		Indent	indent
	)		const `[protected, virtual]`

Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.

Reimplemented from itk::ProcessObject.

template<class TSample >

void itk::Statistics::SampleClassifierFilter< TSample >::SetClassLabels ( const ClassLabelVectorObjectType * classLabels )

Sets input vector of class labels. The length of this vector must match the number of classes, otherwise an exception will be thrown at run time.

template<class TSample >

virtual void itk::Statistics::SampleClassifierFilter< TSample >::SetDecisionRule ( const DecisionRuleType * _arg ) [virtual]

Set/Get the decision rule.

template<class TSample >

void itk::Statistics::SampleClassifierFilter< TSample >::SetInput ( const SampleType * sample )

template<class TSample >

void itk::Statistics::SampleClassifierFilter< TSample >::SetMembershipFunctions ( const MembershipFunctionVectorObjectType * membershipFunctions )

Sets input vector of membership functions. The length of this vector must match the number of classes, otherwise an exception will be thrown at run time.

template<class TSample >

void itk::Statistics::SampleClassifierFilter< TSample >::SetMembershipFunctionsWeightsArray ( const MembershipFunctionsWeightsArrayObjectType * weightsArray )

Sets array of weights for the membership functions

template<class TSample >

virtual void itk::Statistics::SampleClassifierFilter< TSample >::SetNumberOfClasses ( unsigned int _arg ) [virtual]

Number of classes. This must match the number of labels and membership functions provided by the user, otherwise an exception will be thrown at

Member Data Documentation

template<class TSample >

DecisionRulePointer itk::Statistics::SampleClassifierFilter< TSample >::m_DecisionRule [private]

Decision Rule

Definition at line 158 of file itkSampleClassifierFilter.h.

template<class TSample >

unsigned int itk::Statistics::SampleClassifierFilter< TSample >::m_NumberOfClasses [private]

Definition at line 155 of file itkSampleClassifierFilter.h.

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

itkSampleClassifierFilter.h

Public Types

Public Member Functions

Protected Member Functions

Private Attributes

Detailed Description

template<class TSample> class itk::Statistics::SampleClassifierFilter< TSample >

Member Typedef Documentation

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation

template<class TSample>
class itk::Statistics::SampleClassifierFilter< TSample >