cvflann::Index< Distance > Class Template Reference

#include <flann_base.hpp>

Inheritance diagram for cvflann::Index< Distance >:

Public Types
typedef Distance::ElementType	ElementType
typedef Distance::ResultType	DistanceType

Public Member Functions
	Index (const Matrix< ElementType > &features, const IndexParams &params, Distance distance=Distance())
	~Index ()
void	addIndex (const Matrix< ElementType > &wholeData, const Matrix< ElementType > &additionalData)
void	buildIndex ()
void	save (std::string filename)
virtual void	saveIndex (FILE *stream)
	Saves the index to a stream. More...
virtual void	loadIndex (FILE *stream)
	Loads the index from a stream. More...
size_t	veclen () const
size_t	size () const
flann_algorithm_t	getType () const
virtual int	usedMemory () const
IndexParams	getParameters () const
void	knnSearch (const Matrix< ElementType > &queries, Matrix< int > &indices, Matrix< DistanceType > &dists, int knn, const SearchParams &params)
	Perform k-nearest neighbor search. More...
int	radiusSearch (const Matrix< ElementType > &query, Matrix< int > &indices, Matrix< DistanceType > &dists, float radius, const SearchParams &params)
	Perform radius search. More...
void	findNeighbors (ResultSet< DistanceType > &result, const ElementType *vec, const SearchParams &searchParams)
	Method that searches for nearest-neighbours. More...
NNIndex< Distance > *	getIndex ()
	Returns actual index. More...
const IndexParams *	getIndexParameters ()
	Returns index parameters. More...
Public Member Functions inherited from cvflann::NNIndex< Distance >
virtual	~NNIndex ()

Member Typedef Documentation

DistanceType

template<typename Distance>

typedef Distance::ResultType cvflann::Index< Distance >::DistanceType

ElementType

template<typename Distance>

typedef Distance::ElementType cvflann::Index< Distance >::ElementType

Constructor & Destructor Documentation

Index()

template<typename Distance>

cvflann::Index< Distance >::Index ( const Matrix< ElementType > &  features, const IndexParams &  params, Distance  distance = Distance()  )

inline

~Index()

template<typename Distance>

cvflann::Index< Distance >::~Index ( )

inline

Member Function Documentation

addIndex()

template<typename Distance>

void cvflann::Index< Distance >::addIndex ( const Matrix< ElementType > &  wholeData, const Matrix< ElementType > &  additionalData  )

inlinevirtual

implementation for algorithms of addable indexes after that.

Implements cvflann::NNIndex< Distance >.

buildIndex()

template<typename Distance>

void cvflann::Index< Distance >::buildIndex ( )

inlinevirtual

Builds the index.

Implements cvflann::NNIndex< Distance >.

findNeighbors()

template<typename Distance>

void cvflann::Index< Distance >::findNeighbors ( ResultSet< DistanceType > &  result, const ElementType *  vec, const SearchParams &  searchParams  )

inlinevirtual

Method that searches for nearest-neighbours.

Implements cvflann::NNIndex< Distance >.

getIndex()

template<typename Distance>

NNIndex<Distance>* cvflann::Index< Distance >::getIndex ( )

inline

Returns actual index.

getIndexParameters()

template<typename Distance>

const IndexParams* cvflann::Index< Distance >::getIndexParameters ( )

inline

Returns index parameters.

Deprecated:

use getParameters() instead.

getParameters()

template<typename Distance>

IndexParams cvflann::Index< Distance >::getParameters ( ) const

inlinevirtual

Returns

The index parameters

Implements cvflann::NNIndex< Distance >.

getType()

template<typename Distance>

flann_algorithm_t cvflann::Index< Distance >::getType ( ) const

inlinevirtual

Returns

The index type (kdtree, kmeans,...)

Implements cvflann::NNIndex< Distance >.

knnSearch()

template<typename Distance>

void cvflann::Index< Distance >::knnSearch ( const Matrix< ElementType > &  queries, Matrix< int > &  indices, Matrix< DistanceType > &  dists, int  knn, const SearchParams &  params  )

inlinevirtual

Perform k-nearest neighbor search.

Parameters

[in]	queries	The query points for which to find the nearest neighbors
[out]	indices	The indices of the nearest neighbors found
[out]	dists	Distances to the nearest neighbors found
[in]	knn	Number of nearest neighbors to return
[in]	params	Search parameters

Reimplemented from cvflann::NNIndex< Distance >.

loadIndex()

template<typename Distance>

virtual void cvflann::Index< Distance >::loadIndex ( FILE *  stream )

inlinevirtual

Loads the index from a stream.

Parameters

stream

The stream from which the index is loaded

Implements cvflann::NNIndex< Distance >.

radiusSearch()

template<typename Distance>

int cvflann::Index< Distance >::radiusSearch ( const Matrix< ElementType > &  query, Matrix< int > &  indices, Matrix< DistanceType > &  dists, float  radius, const SearchParams &  params  )

inlinevirtual

Perform radius search.

Parameters

[in]	query	The query point
[out]	indices	The indinces of the neighbors found within the given radius
[out]	dists	The distances to the nearest neighbors found
[in]	radius	The radius used for search
[in]	params	Search parameters

Returns

Number of neighbors found

Reimplemented from cvflann::NNIndex< Distance >.

save()

template<typename Distance>

void cvflann::Index< Distance >::save ( std::string  filename )

inline

saveIndex()

template<typename Distance>

virtual void cvflann::Index< Distance >::saveIndex ( FILE *  stream )

inlinevirtual

Saves the index to a stream.

Parameters

stream

The stream to save the index to

Implements cvflann::NNIndex< Distance >.

size()

template<typename Distance>

size_t cvflann::Index< Distance >::size ( ) const

inlinevirtual

Returns

The dimensionality of the features in this index.

Implements cvflann::NNIndex< Distance >.

usedMemory()

template<typename Distance>

virtual int cvflann::Index< Distance >::usedMemory ( ) const

inlinevirtual

Returns

The amount of memory (in bytes) used by the index.

Implements cvflann::NNIndex< Distance >.

veclen()

template<typename Distance>

size_t cvflann::Index< Distance >::veclen ( ) const

inlinevirtual

Returns

number of features in this index.

Implements cvflann::NNIndex< Distance >.

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

• flann_base.hpp