#include <itkKdTree.h>

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

Collaboration diagram for itk::Statistics::KdTreeNonterminalNode< TSample >:

Detailed Description

template<typename TSample>
class itk::Statistics::KdTreeNonterminalNode< TSample >

This is a subclass of the KdTreeNode.

KdTreeNonterminalNode doesn't store the information related with the centroids. Therefore, the GetWeightedCentroid and the GetCentroid methods are void. This class should have the left and the right children. If we have a sample and want to generate a KdTree without the centroid related information, we can use the KdTreeGenerator.

See Also: KdTreeNode, KdTreeWeightedCentroidNonterminalNode, KdTreeGenerator

Definition at line 138 of file itkKdTree.h.

Public Types
typedef Superclass::CentroidType	CentroidType

typedef Superclass::InstanceIdentifier	InstanceIdentifier

typedef Superclass::MeasurementType	MeasurementType

typedef KdTreeNode< TSample >	Superclass

Public Types inherited from itk::Statistics::KdTreeNode< TSample >
typedef Array< double >	CentroidType

typedef TSample::InstanceIdentifier	InstanceIdentifier

typedef TSample::MeasurementType	MeasurementType

typedef KdTreeNode< TSample >	Self

Public Member Functions
void	AddInstanceIdentifier (InstanceIdentifier valueId)

void	GetCentroid (CentroidType &)

InstanceIdentifier	GetInstanceIdentifier (InstanceIdentifier) const

void	GetParameters (unsigned int &, MeasurementType &) const

void	GetWeightedCentroid (CentroidType &)

virtual bool	IsTerminal () const

	KdTreeNonterminalNode (unsigned int, MeasurementType, Superclass , Superclass )

Superclass *	Left ()

const Superclass *	Left () const

Superclass *	Right ()

const Superclass *	Right () const

unsigned int	Size () const

virtual	~KdTreeNonterminalNode ()

Public Member Functions inherited from itk::Statistics::KdTreeNode< TSample >
virtual	~KdTreeNode ()

Private Attributes
InstanceIdentifier	m_InstanceIdentifier

Superclass *	m_Left

unsigned int	m_PartitionDimension

MeasurementType	m_PartitionValue

Superclass *	m_Right

Member Typedef Documentation

template<typename TSample >

typedef Superclass::CentroidType itk::Statistics::KdTreeNonterminalNode< TSample >::CentroidType

Definition at line 142 of file itkKdTree.h.

template<typename TSample >

typedef Superclass::InstanceIdentifier itk::Statistics::KdTreeNonterminalNode< TSample >::InstanceIdentifier

Definition at line 143 of file itkKdTree.h.

template<typename TSample >

typedef Superclass::MeasurementType itk::Statistics::KdTreeNonterminalNode< TSample >::MeasurementType

Definition at line 141 of file itkKdTree.h.

template<typename TSample >

typedef KdTreeNode<TSample> itk::Statistics::KdTreeNonterminalNode< TSample >::Superclass

Definition at line 140 of file itkKdTree.h.

Constructor & Destructor Documentation

template<typename TSample >

itk::Statistics::KdTreeNonterminalNode< TSample >::KdTreeNonterminalNode	(	unsigned	int,
		MeasurementType	,
		Superclass *	,
		Superclass *
	)

template<typename TSample >

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

inlinevirtual

Definition at line 148 of file itkKdTree.h.

Member Function Documentation

template<typename TSample >

void itk::Statistics::KdTreeNonterminalNode< TSample >::AddInstanceIdentifier ( InstanceIdentifier valueId )

inlinevirtual

Set the identifier of the node.

Implements itk::Statistics::KdTreeNode< TSample >.

Definition at line 215 of file itkKdTree.h.

References itk::Statistics::KdTreeNonterminalNode< TSample >::m_InstanceIdentifier.

template<typename TSample >

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

inlinevirtual

Returns the centroid. weighted centroid divided by the size. Do nothing for this class.

Implements itk::Statistics::KdTreeNode< TSample >.

Definition at line 200 of file itkKdTree.h.

template<typename TSample >

InstanceIdentifier itk::Statistics::KdTreeNonterminalNode< TSample >::GetInstanceIdentifier ( InstanceIdentifier ) const

inlinevirtual

Returns the identifier of the only MeasurementVector associated with this node in the tree. This MeasurementVector will be used later during the distance computation when querying the tree.

Implements itk::Statistics::KdTreeNode< TSample >.

Definition at line 207 of file itkKdTree.h.

References itk::Statistics::KdTreeNonterminalNode< TSample >::m_InstanceIdentifier.

template<typename TSample >

void itk::Statistics::KdTreeNonterminalNode< TSample >::GetParameters	(	unsigned int &	,
		MeasurementType &
	)		const

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

Implements itk::Statistics::KdTreeNode< TSample >.

template<typename TSample >

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

inlinevirtual

Returns the vector sum of the all measurement vectors under this node. Do nothing for this class.

Implements itk::Statistics::KdTreeNode< TSample >.

Definition at line 194 of file itkKdTree.h.

template<typename TSample >

virtual bool itk::Statistics::KdTreeNonterminalNode< TSample >::IsTerminal ( ) const

inlinevirtual

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

Implements itk::Statistics::KdTreeNode< TSample >.