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

#include <itkKdTree.h>

Detailed Description

template<typename 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 subclasses. 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 belonging 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 type alias for CentroidType has been changed from Array to FixedArray.

See also

KdTreeNonterminalNode, KdTreeWeightedCentroidNonterminalNode, KdTreeTerminalNode

Definition at line 65 of file itkKdTree.h.

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

Public Types
using	CentroidType = Array< double >
using	InstanceIdentifier = typename TSample::InstanceIdentifier
using	MeasurementType = typename TSample::MeasurementType
using	Self = KdTreeNode< TSample >

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 const Self *	Left () const =0
virtual Self *	Left ()=0
virtual const Self *	Right () const =0
virtual Self *	Right ()=0
virtual unsigned int	Size () const =0
virtual	~KdTreeNode ()=default

Member Typedef Documentation

CentroidType

template<typename TSample >

using itk::Statistics::KdTreeNode< TSample >::CentroidType = Array<double>

Centroid type

Definition at line 74 of file itkKdTree.h.

InstanceIdentifier

template<typename TSample >

using itk::Statistics::KdTreeNode< TSample >::InstanceIdentifier = typename TSample::InstanceIdentifier

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

Definition at line 78 of file itkKdTree.h.

MeasurementType

template<typename TSample >

using itk::Statistics::KdTreeNode< TSample >::MeasurementType = typename TSample::MeasurementType

Measurement type, not the measurement vector type

Definition at line 71 of file itkKdTree.h.

Self

template<typename TSample >

using itk::Statistics::KdTreeNode< TSample >::Self = KdTreeNode<TSample>

type alias for itself

Definition at line 68 of file itkKdTree.h.

Constructor & Destructor Documentation

~KdTreeNode()

template<typename TSample >

virtual itk::Statistics::KdTreeNode< TSample >::~KdTreeNode ( )

virtualdefault

Destructor

Member Function Documentation

AddInstanceIdentifier()

template<typename TSample >

virtual void itk::Statistics::KdTreeNode< TSample >::AddInstanceIdentifier ( InstanceIdentifier  )

pure virtual

Add an instance to this node

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

GetCentroid()

template<typename TSample >

virtual void itk::Statistics::KdTreeNode< TSample >::GetCentroid ( CentroidType &  )

pure virtual

Returns the centroid. weighted centroid divided by the size

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

GetInstanceIdentifier()

template<typename TSample >

virtual InstanceIdentifier itk::Statistics::KdTreeNode< TSample >::GetInstanceIdentifier ( InstanceIdentifier  ) const

pure virtual

Returns the instance identifier of the index-th measurement vector

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

GetParameters()

template<typename 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::KdTreeNonterminalNode< TSample >, itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >, and itk::Statistics::KdTreeTerminalNode< TSample >.

GetWeightedCentroid()

template<typename TSample >

virtual void itk::Statistics::KdTreeNode< TSample >::GetWeightedCentroid ( CentroidType &  )

pure virtual

Returns the vector sum of the all measurement vectors under this node

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

IsTerminal()

template<typename 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::KdTreeNonterminalNode< TSample >, itk::Statistics::KdTreeWeightedCentroidNonterminalNode< TSample >, and itk::Statistics::KdTreeTerminalNode< TSample >.

Left() [1/2]

template<typename TSample >

virtual const Self * itk::Statistics::KdTreeNode< TSample >::Left ( ) const

pure virtual

Returns the const pointer to the left child of this node

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

Left() [2/2]

template<typename TSample >

virtual Self * itk::Statistics::KdTreeNode< TSample >::Left ( )

pure virtual

Returns the pointer to the left child of this node

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

Right() [1/2]

template<typename TSample >

virtual const Self * itk::Statistics::KdTreeNode< TSample >::Right ( ) const

pure virtual

Returns the const pointer to the right child of this node

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

Right() [2/2]

template<typename TSample >

virtual Self * itk::Statistics::KdTreeNode< TSample >::Right ( )

pure virtual

Returns the pointer to the right child of this node

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

Size()

template<typename TSample >

virtual unsigned int itk::Statistics::KdTreeNode< TSample >::Size ( ) const

pure virtual

Returns the number of measurement vectors under this node including its children

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

---

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

• itkKdTree.h