ANIMA  4.0
Public Types | Public Member Functions | List of all members
anima::KMeansFilter< DataType, PointDimension > Class Template Reference

#include <animaKMeansFilter.h>

Public Types

typedef std::vector< VectorType > DataHolderType
 
typedef std::vector< unsigned int > MembershipType
 
typedef DataType VectorType
 

Public Member Functions

void ComputeCentroids ()
 
bool endConditionReached (MembershipType &oldMemberships)
 
VectorType GetCentroid (unsigned int i)
 
MembershipType & GetClassesMemberships ()
 
unsigned int GetClassMembership (unsigned int i)
 
unsigned int GetNumberPerClass (unsigned int i)
 
void InitializeClassesMemberships (MembershipType &classM)
 
void InitializeKMeansFromData ()
 
 KMeansFilter ()
 
void ResetClassesMemberships ()
 
void SetInputData (DataHolderType &data)
 
void SetMaxIterations (unsigned int mIt)
 
void SetNumberOfClasses (unsigned int nbC)
 
void SetVerbose (bool verb)
 
void Update ()
 
void UpdateMemberships ()
 
virtual ~KMeansFilter ()
 

Detailed Description

template<class DataType, unsigned int PointDimension>
class anima::KMeansFilter< DataType, PointDimension >

Definition at line 8 of file animaKMeansFilter.h.

Member Typedef Documentation

◆ DataHolderType

template<class DataType , unsigned int PointDimension>
typedef std::vector< VectorType > anima::KMeansFilter< DataType, PointDimension >::DataHolderType

Definition at line 12 of file animaKMeansFilter.h.

◆ MembershipType

template<class DataType , unsigned int PointDimension>
typedef std::vector< unsigned int > anima::KMeansFilter< DataType, PointDimension >::MembershipType

Definition at line 13 of file animaKMeansFilter.h.

◆ VectorType

template<class DataType , unsigned int PointDimension>
typedef DataType anima::KMeansFilter< DataType, PointDimension >::VectorType

Definition at line 11 of file animaKMeansFilter.h.

Constructor & Destructor Documentation

◆ KMeansFilter()

template<class DataType , unsigned int PointDimension>
anima::KMeansFilter< DataType, PointDimension >::KMeansFilter ( )

Definition at line 8 of file animaKMeansFilter.hxx.

◆ ~KMeansFilter()

template<class DataType , unsigned int PointDimension>
anima::KMeansFilter< DataType, PointDimension >::~KMeansFilter ( )
virtual

Definition at line 24 of file animaKMeansFilter.hxx.

Member Function Documentation

◆ ComputeCentroids()

template<class DataType , unsigned int PointDimension>
void anima::KMeansFilter< DataType, PointDimension >::ComputeCentroids ( )

Definition at line 71 of file animaKMeansFilter.hxx.

Referenced by anima::KMeansFilter< DataType, PointDimension >::SetMaxIterations().

◆ endConditionReached()

template<class DataType , unsigned int PointDimension>
bool anima::KMeansFilter< DataType, PointDimension >::endConditionReached ( MembershipType &  oldMemberships)

Definition at line 121 of file animaKMeansFilter.hxx.

Referenced by anima::KMeansFilter< DataType, PointDimension >::ResetClassesMemberships().

◆ GetCentroid()

template<class DataType , unsigned int PointDimension>
VectorType anima::KMeansFilter< DataType, PointDimension >::GetCentroid ( unsigned int  i)
inline

Definition at line 39 of file animaKMeansFilter.h.

◆ GetClassesMemberships()

template<class DataType , unsigned int PointDimension>
MembershipType& anima::KMeansFilter< DataType, PointDimension >::GetClassesMemberships ( )
inline

Definition at line 41 of file animaKMeansFilter.h.

◆ GetClassMembership()

template<class DataType , unsigned int PointDimension>
unsigned int anima::KMeansFilter< DataType, PointDimension >::GetClassMembership ( unsigned int  i)
inline

Definition at line 40 of file animaKMeansFilter.h.

◆ GetNumberPerClass()

template<class DataType , unsigned int PointDimension>
unsigned int anima::KMeansFilter< DataType, PointDimension >::GetNumberPerClass ( unsigned int  i)
inline

Definition at line 43 of file animaKMeansFilter.h.

◆ InitializeClassesMemberships()

template<class DataType , unsigned int PointDimension>
void anima::KMeansFilter< DataType, PointDimension >::InitializeClassesMemberships ( MembershipType &  classM)

Definition at line 155 of file animaKMeansFilter.hxx.

Referenced by anima::KMeansFilter< DataType, PointDimension >::SetMaxIterations().

◆ InitializeKMeansFromData()

template<class DataType , unsigned int PointDimension>
void anima::KMeansFilter< DataType, PointDimension >::InitializeKMeansFromData ( )

Definition at line 135 of file animaKMeansFilter.hxx.

Referenced by anima::KMeansFilter< DataType, PointDimension >::SetMaxIterations().

◆ ResetClassesMemberships()

template<class DataType , unsigned int PointDimension>
void anima::KMeansFilter< DataType, PointDimension >::ResetClassesMemberships ( )
inline

Definition at line 32 of file animaKMeansFilter.h.

References anima::KMeansFilter< DataType, PointDimension >::endConditionReached().

◆ SetInputData()

template<class DataType , unsigned int PointDimension>
void anima::KMeansFilter< DataType, PointDimension >::SetInputData ( DataHolderType &  data)

Definition at line 31 of file animaKMeansFilter.hxx.

◆ SetMaxIterations()

template<class DataType , unsigned int PointDimension>
void anima::KMeansFilter< DataType, PointDimension >::SetMaxIterations ( unsigned int  mIt)
inline

Definition at line 25 of file animaKMeansFilter.h.

References anima::KMeansFilter< DataType, PointDimension >::ComputeCentroids(), anima::KMeansFilter< DataType, PointDimension >::InitializeClassesMemberships(), anima::KMeansFilter< DataType, PointDimension >::InitializeKMeansFromData(), and anima::KMeansFilter< DataType, PointDimension >::UpdateMemberships().

◆ SetNumberOfClasses()

template<class DataType , unsigned int PointDimension>
void anima::KMeansFilter< DataType, PointDimension >::SetNumberOfClasses ( unsigned int  nbC)
inline

Definition at line 19 of file animaKMeansFilter.h.

◆ SetVerbose()

template<class DataType , unsigned int PointDimension>
void anima::KMeansFilter< DataType, PointDimension >::SetVerbose ( bool  verb)
inline

Definition at line 35 of file animaKMeansFilter.h.

References anima::KMeansFilter< DataType, PointDimension >::Update().

◆ Update()

template<class DataType , unsigned int PointDimension>
void anima::KMeansFilter< DataType, PointDimension >::Update ( )

Definition at line 43 of file animaKMeansFilter.hxx.

Referenced by anima::KMeansFilter< DataType, PointDimension >::SetVerbose().

◆ UpdateMemberships()

template<class DataType , unsigned int PointDimension>
void anima::KMeansFilter< DataType, PointDimension >::UpdateMemberships ( )

Definition at line 95 of file animaKMeansFilter.hxx.

Referenced by anima::KMeansFilter< DataType, PointDimension >::SetMaxIterations().

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