itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample > Class Template Reference

SelectiveSubsampleGenerator generates a Subsample object that includes measurement vectors that belong to the classes that are specified by the SetSelectedClassLabels method. More...

#include <itkSelectiveSubsampleGenerator.h>

Inheritance diagram for itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >:

[legend]Collaboration diagram for itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >:

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[NOHEADER]
virtual const char *	GetClassName () const
Pointer	New ()
Public Types
typedef SelectiveSubsampleGenerator	Self
typedef Object	Superclass
typedef SmartPointer< Self >	Pointer
typedef TInputSample::MeasurementVectorType	MeasurementVectorType
typedef TClassMaskSample::MeasurementType	ClassLabelType
typedef std::vector< ClassLabelType >	ClassLabelVectorType
typedef Subsample< TInputSample >	OutputType
typedef OutputType::Pointer	OutputPointer
Public Member Functions
void	SetInput (TInputSample *sample)
TInputSample *	GetInput ()
void	SetClassMask (TClassMaskSample *classMask)
TClassMaskSample *	GetClassMask ()
void	SetSelectedClassLabels (const ClassLabelVectorType &classLabels)
OutputType *	GetOutput ()
void	GenerateData ()
Protected Member Functions
	SelectiveSubsampleGenerator ()
virtual	~SelectiveSubsampleGenerator ()
void	PrintSelf (std::ostream &os, Indent indent) const

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Detailed Description

template<class TInputSample, class TClassMaskSample>
class itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >

SelectiveSubsampleGenerator generates a Subsample object that includes measurement vectors that belong to the classes that are specified by the SetSelectedClassLabels method.

To instantiate an object of this class you have to provide two template arguments: the type of the input sample and the type of class mask sample.

The input sample is a sample that has all the measurement vectors and the class mask sample contains class labels for their corresponding measurement vectors in the input sample. Therefore, the sizes of both should be the same.

To generate a subsample that a part of the input sample that belongs to a set of classes, you should call SetSelectedClassLabels method with the class labels that you want to include in the output.

See also:

Subsample

Definition at line 49 of file itkSelectiveSubsampleGenerator.h.

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Member Typedef Documentation

template<class TInputSample, class TClassMaskSample> typedef TClassMaskSample::MeasurementType itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::ClassLabelType

Definition at line 66 of file itkSelectiveSubsampleGenerator.h.

template<class TInputSample, class TClassMaskSample> typedef std::vector< ClassLabelType > itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::ClassLabelVectorType

Definition at line 67 of file itkSelectiveSubsampleGenerator.h. Referenced by itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::~SelectiveSubsampleGenerator().

template<class TInputSample, class TClassMaskSample> typedef TInputSample::MeasurementVectorType itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::MeasurementVectorType

Input sample types alias Definition at line 64 of file itkSelectiveSubsampleGenerator.h.

template<class TInputSample, class TClassMaskSample> typedef OutputType::Pointer itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::OutputPointer

Definition at line 71 of file itkSelectiveSubsampleGenerator.h. Referenced by itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::~SelectiveSubsampleGenerator().

template<class TInputSample, class TClassMaskSample> typedef Subsample< TInputSample > itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::OutputType

Output: MembershipSample types Definition at line 70 of file itkSelectiveSubsampleGenerator.h.

template<class TInputSample, class TClassMaskSample> typedef SmartPointer<Self> itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::Pointer

Reimplemented from itk::Object. Definition at line 56 of file itkSelectiveSubsampleGenerator.h.

template<class TInputSample, class TClassMaskSample> typedef SelectiveSubsampleGenerator itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::Self

Standard class typedefs. Reimplemented from itk::Object. Definition at line 54 of file itkSelectiveSubsampleGenerator.h.

template<class TInputSample, class TClassMaskSample> typedef Object itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::Superclass

Reimplemented from itk::Object. Definition at line 55 of file itkSelectiveSubsampleGenerator.h.

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Constructor & Destructor Documentation

template<class TInputSample, class TClassMaskSample> itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::SelectiveSubsampleGenerator (   )  [protected]

template<class TInputSample, class TClassMaskSample> virtual itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::~SelectiveSubsampleGenerator (   )  [inline, protected, virtual]

Definition at line 97 of file itkSelectiveSubsampleGenerator.h. References itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::ClassLabelVectorType, and itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::OutputPointer.

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Member Function Documentation

template<class TInputSample, class TClassMaskSample> void itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::GenerateData (   )

The actual output generation procedure.

template<class TInputSample, class TClassMaskSample> TClassMaskSample* itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::GetClassMask (   )

Returns the class mask sample pointer

template<class TInputSample, class TClassMaskSample> virtual const char* itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::GetClassName (   )  const [virtual]

Standard Macros Reimplemented from itk::Object.

template<class TInputSample, class TClassMaskSample> TInputSample* itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::GetInput (   )

Returns the input sample pointer

template<class TInputSample, class TClassMaskSample> OutputType* itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::GetOutput (   )

Returns the pointer to the MembershipSample object that has been generated by this

template<class TInputSample, class TClassMaskSample> Pointer itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::New (   )  [static]

Standard Macros Reimplemented from itk::Object.

template<class TInputSample, class TClassMaskSample> void itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::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::Object.

template<class TInputSample, class TClassMaskSample> void itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::SetClassMask (  TClassMaskSample *  classMask  )

Stores the class mask sample

template<class TInputSample, class TClassMaskSample> void itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::SetInput (  TInputSample *  sample  )

Stores the input sample

template<class TInputSample, class TClassMaskSample> void itk::Statistics::SelectiveSubsampleGenerator< TInputSample, TClassMaskSample >::SetSelectedClassLabels (  const ClassLabelVectorType &  classLabels  )  [inline]

Definition at line 85 of file itkSelectiveSubsampleGenerator.h.

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

• itkSelectiveSubsampleGenerator.h

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