itk::Statistics::MembershipSample< TSample > Class Template Reference

Container for storing the instance-identifiers of other sample with their associated class labels. More...

#include <itkMembershipSample.h>

Inheritance diagram for itk::Statistics::MembershipSample:

[legend]Collaboration diagram for itk::Statistics::MembershipSample< TSample >:

[legend]List of all members.

[NOHEADER]
virtual const char *	GetClassName () const
Pointer	New ()
Public Types
typedef MembershipSample	Self
typedef Sample< typename TSample::MeasurementVectorType >	Superclass
typedef SmartPointer< Self >	Pointer
typedef TSample::MeasurementVectorType	MeasurementVectorType
typedef TSample::MeasurementType	MeasurementType
typedef TSample::InstanceIdentifier	InstanceIdentifier
typedef TSample::FrequencyType	FrequencyType
typedef std::vector< unsigned int >	UniqueClassLabelsType
typedef itk::hash_map< InstanceIdentifier, unsigned int >	ClassLabelHolderType
typedef Subsample< TSample >	ClassSampleType
Public Methods
	itkStaticConstMacro (MeasurementVectorSize, unsigned int, TSample::MeasurementVectorSize)
void	SetSample (TSample *sample)
TSample *	GetSample ()
void	SetNumberOfClasses (unsigned int numberOfClasses)
unsigned int	GetNumberOfClasses () const
unsigned int	GetNumberOfInstances () const
void	AddInstance (const unsigned int &classLabel, const InstanceIdentifier &id)
unsigned int	GetClassLabel (const InstanceIdentifier &id) const
int	GetInternalClassLabel (const unsigned int classLabel) const
unsigned int	GetClassSampleSize (const unsigned int &classLabel) const
ClassSampleType *	GetClassSample (const unsigned int &classLabel)
ClassLabelHolderType *	GetClassLabels ()
unsigned int	Size (void) const
unsigned int	Size (const unsigned int &dimension) const
MeasurementVectorType &	GetMeasurementVector (const InstanceIdentifier &id)
MeasurementType &	GetMeasurement (const InstanceIdentifier &id, const unsigned int &dimension)
FrequencyType	GetFrequency (const InstanceIdentifier &id) const
FrequencyType	GetTotalFrequency (const unsigned int &d) const
void	Resize (unsigned int n)
Iterator	Begin ()
Iterator	End ()
Protected Methods
	MembershipSample ()
virtual	~MembershipSample ()
void	PrintSelf (std::ostream &os, Indent indent) const
Friends
class	Iterator

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Detailed Description

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

Container for storing the instance-identifiers of other sample with their associated class labels.

This class does not store any measurement data. In a sense, you can think it as an additional information to basic samples (such as Histogram, PointSetListSampleAdaptor, and ImageToListAdaptor). The additional information is a class label for a measurement vector. Obviously without such basic types of sample, this one is meaningless. You can call any basic methods that has been defined in the Sample class such as GetMeasurementVector and GetFrequency. You can query the class label for an instance using an instance-identifier. Another new and important method is the GetClassSample method. With a given class label, it returns a pointer to the Subsample object that has all the instance-identifiers of instances that belong to the class.

This class is templated over the type of the basic sample. To use all the method, you should first plug in a basic type sample using the SetSample method

Definition at line 51 of file itkMembershipSample.h.

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Member Typedef Documentation

template<class TSample> typedef itk::hash_map< InstanceIdentifier, unsigned int> itk::Statistics::MembershipSample< TSample >::ClassLabelHolderType

Typedef for the storage that holds a class label for each instance. The relationship between instances and class label is one-to-one Definition at line 84 of file itkMembershipSample.h.

template<class TSample> typedef Subsample< TSample > itk::Statistics::MembershipSample< TSample >::ClassSampleType

Typedef for each subsample that stores instance identifers of instances that belong to a class Definition at line 88 of file itkMembershipSample.h.

template<class TSample> typedef TSample::FrequencyType itk::Statistics::MembershipSample< TSample >::FrequencyType

Reimplemented from itk::Statistics::Sample< TSample::MeasurementVectorType >. Definition at line 70 of file itkMembershipSample.h.

template<class TSample> typedef TSample::InstanceIdentifier itk::Statistics::MembershipSample< TSample >::InstanceIdentifier

Reimplemented from itk::Statistics::Sample< TSample::MeasurementVectorType >. Definition at line 69 of file itkMembershipSample.h.

template<class TSample> typedef TSample::MeasurementType itk::Statistics::MembershipSample< TSample >::MeasurementType

Reimplemented from itk::Statistics::Sample< TSample::MeasurementVectorType >. Definition at line 68 of file itkMembershipSample.h.

template<class TSample> typedef TSample::MeasurementVectorType itk::Statistics::MembershipSample< TSample >::MeasurementVectorType

Typedefs for Measurement vector, measurement, Instance Identifier, frequency, size, size element value from the template argument TSample Reimplemented from itk::Statistics::Sample< TSample::MeasurementVectorType >. Definition at line 67 of file itkMembershipSample.h.

template<class TSample> typedef SmartPointer< Self > itk::Statistics::MembershipSample< TSample >::Pointer

Reimplemented from itk::Statistics::Sample< TSample::MeasurementVectorType >. Definition at line 58 of file itkMembershipSample.h.

template<class TSample> typedef MembershipSample itk::Statistics::MembershipSample< TSample >::Self

Standard class typedefs. Reimplemented from itk::Statistics::Sample< TSample::MeasurementVectorType >. Definition at line 56 of file itkMembershipSample.h.

template<class TSample> typedef Sample< typename TSample::MeasurementVectorType > itk::Statistics::MembershipSample< TSample >::Superclass

Reimplemented from itk::Statistics::Sample< TSample::MeasurementVectorType >. Definition at line 57 of file itkMembershipSample.h.

template<class TSample> typedef std::vector< unsigned int > itk::Statistics::MembershipSample< TSample >::UniqueClassLabelsType

vector of unique class labels that will be used for mapping internal continuous class label with real class labels Definition at line 80 of file itkMembershipSample.h.

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Constructor & Destructor Documentation

template<class TSample> itk::Statistics::MembershipSample< TSample >::MembershipSample (    )  [protected]

template<class TSample> virtual itk::Statistics::MembershipSample< TSample >::~MembershipSample (    )  [inline, protected, virtual]

Definition at line 234 of file itkMembershipSample.h. References HardConnectedComponentImageFilter::PrintSelf(), and HardConnectedComponentImageFilter::Self.

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Member Function Documentation

template<class TSample> void itk::Statistics::MembershipSample< TSample >::AddInstance (  const unsigned int &    classLabel, const InstanceIdentifier &    id )

template<class TSample> Iterator itk::Statistics::MembershipSample< TSample >::Begin (  void    )  [inline]

Definition at line 143 of file itkMembershipSample.h.

template<class TSample> Iterator itk::Statistics::MembershipSample< TSample >::End (  void    )  [inline]

Definition at line 149 of file itkMembershipSample.h.

template<class TSample> unsigned int itk::Statistics::MembershipSample< TSample >::GetClassLabel (  const InstanceIdentifier &    id )  const

template<class TSample> ClassLabelHolderType* itk::Statistics::MembershipSample< TSample >::GetClassLabels (    )  [inline]

Definition at line 111 of file itkMembershipSample.h.

template<class TSample> virtual const char* itk::Statistics::MembershipSample< TSample >::GetClassName (    )  const [virtual]

Standard macros Reimplemented from itk::Statistics::Sample< TSample::MeasurementVectorType >.

template<class TSample> ClassSampleType* itk::Statistics::MembershipSample< TSample >::GetClassSample (  const unsigned int &    classLabel )

template<class TSample> unsigned int itk::Statistics::MembershipSample< TSample >::GetClassSampleSize (  const unsigned int &    classLabel )  const

template<class TSample> FrequencyType itk::Statistics::MembershipSample< TSample >::GetFrequency (  const InstanceIdentifier &    id )  const [virtual]

returns the frequency of the instance which is identified by the 'id' Implements itk::Statistics::Sample< TSample::MeasurementVectorType >.

template<class TSample> int itk::Statistics::MembershipSample< TSample >::GetInternalClassLabel (  const unsigned int    classLabel )  const

template<class TSample> MeasurementType& itk::Statistics::MembershipSample< TSample >::GetMeasurement (  const InstanceIdentifier &    id, const unsigned int &    dimension )

returns the measurement element which is the 'n'-th element in the 'd' dimension of the measurement vector

template<class TSample> MeasurementVectorType& itk::Statistics::MembershipSample< TSample >::GetMeasurementVector (  const InstanceIdentifier &    id )  [virtual]

retunrs the measurement of the instance which is identified by the 'id' Implements itk::Statistics::Sample< TSample::MeasurementVectorType >.

template<class TSample> unsigned int itk::Statistics::MembershipSample< TSample >::GetNumberOfClasses (    )  const

template<class TSample> unsigned int itk::Statistics::MembershipSample< TSample >::GetNumberOfInstances (    )  const [virtual]

Implements itk::Statistics::Sample< TSample::MeasurementVectorType >.

template<class TSample> TSample* itk::Statistics::MembershipSample< TSample >::GetSample (    )

template<class TSample> FrequencyType itk::Statistics::MembershipSample< TSample >::GetTotalFrequency (  const unsigned int &    d )  const [virtual]

returns the total frequency for the 'd' dimension Implements itk::Statistics::Sample< TSample::MeasurementVectorType >.

template<class TSample> itk::Statistics::MembershipSample< TSample >::itkStaticConstMacro (  MeasurementVectorSize   , unsigned    int, TSample::MeasurementVectorSize    )

MeasurementVectorSize enum from super class

template<class TSample> Pointer itk::Statistics::MembershipSample< TSample >::New (    )  [static]

Standard macros Reimplemented from itk::Object.

template<class TSample> void itk::Statistics::MembershipSample< 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::Statistics::Sample< TSample::MeasurementVectorType >.

template<class TSample> void itk::Statistics::MembershipSample< TSample >::Resize (  unsigned int    n )  [inline]

Definition at line 135 of file itkMembershipSample.h.

template<class TSample> void itk::Statistics::MembershipSample< TSample >::SetNumberOfClasses (  unsigned int    numberOfClasses )

template<class TSample> void itk::Statistics::MembershipSample< TSample >::SetSample (  TSample *    sample )

Plug in the actual sample data

template<class TSample> unsigned int itk::Statistics::MembershipSample< TSample >::Size (  const unsigned int &    dimension )  const [virtual]

returns the number of elements in the 'dimension' dimension. Implements itk::Statistics::Sample< TSample::MeasurementVectorType >.

template<class TSample> unsigned int itk::Statistics::MembershipSample< TSample >::Size (  void    )  const [virtual]

returns the number of elements in each dimension Implements itk::Statistics::Sample< TSample::MeasurementVectorType >.

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Friends And Related Function Documentation

template<class TSample> friend class Iterator [friend]

Definition at line 141 of file itkMembershipSample.h.

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

• itkMembershipSample.h

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