ITK  4.0.0
Insight Segmentation and Registration Toolkit
Public Types | Public Member Functions | Protected Member Functions | Private Attributes
itk::Statistics::SampleClassifierFilter< TSample > Class Template Reference
Module ITKStatistics

Sample classification class. More...

#include <itkSampleClassifierFilter.h>

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

List of all members.

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 (const Self &)
 SampleClassifierFilter ()
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:
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