itk::Statistics::KdTree< TSample >::NearestNeighbors Class Reference

data structure for storing k-nearest neighbor search result (k number of Neighbors) More...

#include <itkKdTree.h>

List of all members.

Public Member Functions
const std::vector< double > &	GetDistances () const
const std::vector< double > &	GetDistances () const
double	GetLargestDistance ()
double	GetLargestDistance ()
InstanceIdentifier	GetNeighbor (unsigned int index) const
InstanceIdentifier	GetNeighbor (unsigned int index) const
const InstanceIdentifierVectorType &	GetNeighbors () const
const InstanceIdentifierVectorType &	GetNeighbors () const
	NearestNeighbors ()
	NearestNeighbors ()
	~NearestNeighbors ()
	~NearestNeighbors ()
void	ReplaceFarthestNeighbor (InstanceIdentifier id, double distance)
void	ReplaceFarthestNeighbor (InstanceIdentifier id, double distance)
void	resize (unsigned int k)
void	resize (unsigned int k)

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Detailed Description

template<class TSample>
class itk::Statistics::KdTree< TSample >::NearestNeighbors

data structure for storing k-nearest neighbor search result (k number of Neighbors)

This class stores the instance identifiers and the distance values of k-nearest neighbors. We can also query the farthest neighbor's distance from the query point using the GetLargestDistance method.

Definition at line 425 of file Numerics/Statistics/itkKdTree.h.

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Constructor & Destructor Documentation

template<class TSample >

itk::Statistics::KdTree< TSample >::NearestNeighbors::NearestNeighbors

(

)

[inline]

Constructor

Definition at line 429 of file Numerics/Statistics/itkKdTree.h.

template<class TSample >

itk::Statistics::KdTree< TSample >::NearestNeighbors::~NearestNeighbors

(

)

[inline]

Destructor

Definition at line 432 of file Numerics/Statistics/itkKdTree.h.

template<class TSample >

itk::Statistics::KdTree< TSample >::NearestNeighbors::NearestNeighbors

(

)

[inline]

Constructor

Definition at line 479 of file Review/Statistics/itkKdTree.h.

template<class TSample >

itk::Statistics::KdTree< TSample >::NearestNeighbors::~NearestNeighbors

(

)

[inline]

Destructor

Definition at line 482 of file Review/Statistics/itkKdTree.h.

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Member Function Documentation

template<class TSample >

const std::vector< double >& itk::Statistics::KdTree< TSample >::NearestNeighbors::GetDistances

(

)

const [inline]

Returns the vector of k-neighbors' instance identifiers

Definition at line 535 of file Review/Statistics/itkKdTree.h.

template<class TSample >

const std::vector< double >& itk::Statistics::KdTree< TSample >::NearestNeighbors::GetDistances

(

)

const [inline]

Returns the vector of k-neighbors' instance identifiers

Definition at line 479 of file Numerics/Statistics/itkKdTree.h.

template<class TSample >

double itk::Statistics::KdTree< TSample >::NearestNeighbors::GetLargestDistance

(

)

[inline]

Returns the distance of the farthest neighbor from the query point

Definition at line 497 of file Review/Statistics/itkKdTree.h.

template<class TSample >

double itk::Statistics::KdTree< TSample >::NearestNeighbors::GetLargestDistance

(

)

[inline]

Returns the distance of the farthest neighbor from the query point

Definition at line 447 of file Numerics/Statistics/itkKdTree.h.

template<class TSample >

InstanceIdentifier itk::Statistics::KdTree< TSample >::NearestNeighbors::GetNeighbor

(

unsigned int

index

)

const [inline]

Returns the instance identifier of the index-th neighbor among k-neighbors

Definition at line 529 of file Review/Statistics/itkKdTree.h.

template<class TSample >

InstanceIdentifier itk::Statistics::KdTree< TSample >::NearestNeighbors::GetNeighbor

(

unsigned int

index

)

const [inline]

Returns the instance identifier of the index-th neighbor among k-neighbors

Definition at line 475 of file Numerics/Statistics/itkKdTree.h.

template<class TSample >

const InstanceIdentifierVectorType& itk::Statistics::KdTree< TSample >::NearestNeighbors::GetNeighbors

(

)

const [inline]

Returns the vector of k-neighbors' instance identifiers

Definition at line 522 of file Review/Statistics/itkKdTree.h.

template<class TSample >

const InstanceIdentifierVectorType& itk::Statistics::KdTree< TSample >::NearestNeighbors::GetNeighbors

(

)

const [inline]

Returns the vector of k-neighbors' instance identifiers

Definition at line 470 of file Numerics/Statistics/itkKdTree.h.

template<class TSample >

void itk::Statistics::KdTree< TSample >::NearestNeighbors::ReplaceFarthestNeighbor	(	InstanceIdentifier	id,
		double	distance
	)			[inline]

Replaces the farthest neighbor's instance identifier and distance value with the id and the distance

Definition at line 504 of file Review/Statistics/itkKdTree.h.

template<class TSample >

void itk::Statistics::KdTree< TSample >::NearestNeighbors::ReplaceFarthestNeighbor	(	InstanceIdentifier	id,
		double	distance
	)			[inline]

Replaces the farthest neighbor's instance identifier and distance value with the id and the distance

Definition at line 452 of file Numerics/Statistics/itkKdTree.h.

template<class TSample >

void itk::Statistics::KdTree< TSample >::NearestNeighbors::resize

(

unsigned int

k

)

[inline]

Initialize the internal instance identifier and distance holders with the size, k

Definition at line 486 of file Review/Statistics/itkKdTree.h.

template<class TSample >

void itk::Statistics::KdTree< TSample >::NearestNeighbors::resize

(

unsigned int

k

)

[inline]

Initialize the internal instance identifier and distance holders with the size, k

Definition at line 436 of file Numerics/Statistics/itkKdTree.h.

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

• Numerics/Statistics/itkKdTree.h
• Review/Statistics/itkKdTree.h