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

#include <itkKdTree.h>

List of all members.


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 416 of file Numerics/Statistics/itkKdTree.h.


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)

Constructor & Destructor Documentation

template<class TSample>
itk::Statistics::KdTree< TSample >::NearestNeighbors::NearestNeighbors (  )  [inline]

Constructor

Definition at line 420 of file Numerics/Statistics/itkKdTree.h.

template<class TSample>
itk::Statistics::KdTree< TSample >::NearestNeighbors::~NearestNeighbors (  )  [inline]

Destructor

Definition at line 423 of file Numerics/Statistics/itkKdTree.h.

template<class TSample>
itk::Statistics::KdTree< TSample >::NearestNeighbors::NearestNeighbors (  )  [inline]

Constructor

Definition at line 476 of file Review/Statistics/itkKdTree.h.

template<class TSample>
itk::Statistics::KdTree< TSample >::NearestNeighbors::~NearestNeighbors (  )  [inline]

Destructor

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


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 532 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 470 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 494 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 438 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 526 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 466 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 519 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 461 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 501 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 443 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 483 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 427 of file Numerics/Statistics/itkKdTree.h.


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

Generated at Thu May 28 19:26:32 2009 for ITK by doxygen 1.5.5 written by Dimitri van Heesch, © 1997-2000