ITK  4.1.0
Insight Segmentation and Registration Toolkit
Public Types | Public Member Functions
itk::Statistics::KdTreeNode< TSample > Class Template Reference

#include <itkKdTree.h>

+ Inheritance diagram for itk::Statistics::KdTreeNode< TSample >:

List of all members.

Public Types

typedef Array< double > CentroidType
typedef TSample::InstanceIdentifier InstanceIdentifier
typedef TSample::MeasurementType MeasurementType
typedef KdTreeNode< TSample > Self

Public Member Functions

virtual void AddInstanceIdentifier (InstanceIdentifier)=0
virtual void GetCentroid (CentroidType &)=0
virtual InstanceIdentifier GetInstanceIdentifier (InstanceIdentifier) const =0
virtual void GetParameters (unsigned int &, MeasurementType &) const =0
virtual void GetWeightedCentroid (CentroidType &)=0
virtual bool IsTerminal () const =0
virtual SelfLeft ()=0
virtual const SelfLeft () const =0
virtual SelfRight ()=0
virtual const SelfRight () const =0
virtual unsigned int Size () const =0
virtual ~KdTreeNode ()

Detailed Description

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

This class defines the interface of its derived classes.

The methods defined in this class are a superset of the methods defined in its subclases. Therefore, the subclasses implements only part of the methods. The template argument, TSample, can be any subclass of the Sample class.

There are two categories for the subclasses, terminal and nonterminal nodes. The terminal nodes stores the instance identifiers beloging to them, while the nonterminal nodes don't. Therefore, the AddInstanceIdentifier and the GetInstanceIdentifier have meaning only with the terminal ones. The terminal nodes don't have any child (left or right). For terminal nodes, the GetParameters method is void.

Recent API changes: The static const macro to get the length of a measurement vector, MeasurementVectorSize has been removed to allow the length of a measurement vector to be specified at run time. The typedef for CentroidType has been changed from Array to FixedArray.

See also:
KdTreeNonterminalNode, KdTreeWeightedCentroidNonterminalNode, KdTreeTerminalNode

Definition at line 64 of file itkKdTree.h.


Member Typedef Documentation

template<class TSample >
typedef Array<double> itk::Statistics::KdTreeNode< TSample >::CentroidType
template<class TSample >
typedef TSample::InstanceIdentifier itk::Statistics::KdTreeNode< TSample >::InstanceIdentifier

Instance identifier type (index value type for the measurement vector in a sample

Reimplemented in itk::Statistics::KdTreeTerminalNode< TSample >, itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >, and itk::Statistics::KdTreeNonterminalNode< TSample >.

Definition at line 77 of file itkKdTree.h.

template<class TSample >
typedef TSample::MeasurementType itk::Statistics::KdTreeNode< TSample >::MeasurementType
template<class TSample >
typedef KdTreeNode<TSample> itk::Statistics::KdTreeNode< TSample >::Self

type alias for itself

Definition at line 67 of file itkKdTree.h.


Constructor & Destructor Documentation

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

Destructor

Definition at line 121 of file itkKdTree.h.


Member Function Documentation

template<class TSample >
virtual void itk::Statistics::KdTreeNode< TSample >::AddInstanceIdentifier ( InstanceIdentifier  ) [pure virtual]
template<class TSample >
virtual void itk::Statistics::KdTreeNode< TSample >::GetCentroid ( CentroidType ) [pure virtual]
template<class TSample >
virtual InstanceIdentifier itk::Statistics::KdTreeNode< TSample >::GetInstanceIdentifier ( InstanceIdentifier  ) const [pure virtual]
template<class TSample >
virtual void itk::Statistics::KdTreeNode< TSample >::GetParameters ( unsigned int &  ,
MeasurementType  
) const [pure virtual]

Fills the partitionDimension (the dimension that was chosen to split the measurement vectors belong to this node to the left and the right child among k dimensions) and the partitionValue (the measurement value on the partitionDimension divides the left and the right child

Implemented in itk::Statistics::KdTreeTerminalNode< TSample >, itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >, and itk::Statistics::KdTreeNonterminalNode< TSample >.

template<class TSample >
virtual void itk::Statistics::KdTreeNode< TSample >::GetWeightedCentroid ( CentroidType ) [pure virtual]
template<class TSample >
virtual bool itk::Statistics::KdTreeNode< TSample >::IsTerminal ( ) const [pure virtual]

Returns true if the node is a terminal node, that is a node that doesn't have any child.

Implemented in itk::Statistics::KdTreeTerminalNode< TSample >, itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >, and itk::Statistics::KdTreeNonterminalNode< TSample >.

template<class TSample >
virtual Self* itk::Statistics::KdTreeNode< TSample >::Left ( ) [pure virtual]
template<class TSample >
virtual const Self* itk::Statistics::KdTreeNode< TSample >::Left ( ) const [pure virtual]
template<class TSample >
virtual Self* itk::Statistics::KdTreeNode< TSample >::Right ( ) [pure virtual]
template<class TSample >
virtual const Self* itk::Statistics::KdTreeNode< TSample >::Right ( ) const [pure virtual]
template<class TSample >
virtual unsigned int itk::Statistics::KdTreeNode< TSample >::Size ( ) const [pure virtual]

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