#include <linear_index.h>

Inheritance diagram for rtflann::LinearIndex< Distance >:

Public Types
typedef NNIndex< Distance >	BaseClass

typedef Distance::ResultType	DistanceType

typedef Distance::ElementType	ElementType

Public Types inherited from rtflann::NNIndex< Distance >
typedef Distance::ResultType	DistanceType

typedef Distance::ElementType	ElementType

Public Member Functions
void	addPoints (const Matrix< ElementType > &points, float rebuild_threshold=2)
	Incrementally add points to the index. More...

BaseClass *	clone () const

void	findNeighbors (ResultSet< DistanceType > &resultSet, const ElementType *vec, const SearchParams &) const

flann_algorithm_t	getType () const

	LinearIndex (const IndexParams &params=LinearIndexParams(), Distance d=Distance())

	LinearIndex (const LinearIndex &other)

	LinearIndex (const Matrix< ElementType > &input_data, const IndexParams &params=LinearIndexParams(), Distance d=Distance())

void	loadIndex (FILE *stream)

LinearIndex &	operator= (LinearIndex other)

void	saveIndex (FILE *stream)

template<typename Archive >
void	serialize (Archive &ar)

int	usedMemory () const

virtual	~LinearIndex ()

Public Member Functions inherited from rtflann::NNIndex< Distance >
virtual void	buildIndex ()

virtual void	buildIndex (const Matrix< ElementType > &dataset)

IndexParams	getParameters () const

virtual ElementType *	getPoint (size_t id)

virtual int	knnSearch (const Matrix< ElementType > &queries, Matrix< size_t > &indices, Matrix< DistanceType > &dists, size_t knn, const SearchParams &params) const
	Perform k-nearest neighbor search. More...

int	knnSearch (const Matrix< ElementType > &queries, std::vector< std::vector< int > > &indices, std::vector< std::vector< DistanceType > > &dists, size_t knn, const SearchParams &params) const

virtual int	knnSearch (const Matrix< ElementType > &queries, std::vector< std::vector< size_t > > &indices, std::vector< std::vector< DistanceType > > &dists, size_t knn, const SearchParams &params) const
	Perform k-nearest neighbor search. More...

	NNIndex (const IndexParams &params, Distance d)

	NNIndex (const NNIndex &other)

	NNIndex (Distance d)

int	radiusSearch (const Matrix< ElementType > &queries, Matrix< int > &indices, Matrix< DistanceType > &dists, float radius, const SearchParams &params) const

virtual int	radiusSearch (const Matrix< ElementType > &queries, Matrix< size_t > &indices, Matrix< DistanceType > &dists, float radius, const SearchParams &params) const
	Perform radius search. More...

int	radiusSearch (const Matrix< ElementType > &queries, std::vector< std::vector< int > > &indices, std::vector< std::vector< DistanceType > > &dists, float radius, const SearchParams &params) const

virtual int	radiusSearch (const Matrix< ElementType > &queries, std::vector< std::vector< size_t > > &indices, std::vector< std::vector< DistanceType > > &dists, float radius, const SearchParams &params) const
	Perform radius search. More...

size_t	removedCount () const

virtual void	removePoint (size_t id)

template<typename Archive >
void	serialize (Archive &ar)

size_t	size () const

size_t	sizeAtBuild () const

size_t	veclen () const

virtual	~NNIndex ()

Public Member Functions inherited from rtflann::IndexBase
virtual	~IndexBase ()

Protected Member Functions
void	buildIndexImpl ()

void	freeIndex ()

Protected Member Functions inherited from rtflann::NNIndex< Distance >
void	cleanRemovedPoints ()

void	extendDataset (const Matrix< ElementType > &new_points)

size_t	id_to_index (size_t id)

void	indices_to_ids (const size_t in, size_t out, size_t size) const

void	setDataset (const Matrix< ElementType > &dataset)

void	swap (NNIndex &other)

Additional Inherited Members
Protected Attributes inherited from rtflann::NNIndex< Distance >
ElementType *	data_ptr_

Distance	distance_

std::vector< size_t >	ids_

IndexParams	index_params_

size_t	last_id_

std::vector< ElementType * >	points_

bool	removed_

size_t	removed_count_

DynamicBitset	removed_points_

size_t	size_

size_t	size_at_build_

size_t	veclen_

Detailed Description

template<typename Distance>
class rtflann::LinearIndex< Distance >

Definition at line 77 of file linear_index.h.

Member Typedef Documentation

◆ BaseClass

template<typename Distance >

typedef NNIndex<Distance> rtflann::LinearIndex< Distance >::BaseClass

Definition at line 84 of file linear_index.h.

◆ DistanceType

template<typename Distance >

typedef Distance::ResultType rtflann::LinearIndex< Distance >::DistanceType

Definition at line 82 of file linear_index.h.

◆ ElementType

template<typename Distance >

typedef Distance::ElementType rtflann::LinearIndex< Distance >::ElementType

Definition at line 81 of file linear_index.h.

Constructor & Destructor Documentation

◆ LinearIndex() [1/3]

template<typename Distance >

rtflann::LinearIndex< Distance >::LinearIndex	(	const IndexParams &	params = `LinearIndexParams()`,
		Distance	d = `Distance()`
	)

inline

Definition at line 86 of file linear_index.h.

◆ LinearIndex() [2/3]

template<typename Distance >

rtflann::LinearIndex< Distance >::LinearIndex	(	const Matrix< ElementType > &	input_data,
		const IndexParams &	params = `LinearIndexParams()`,
		Distance	d = `Distance()`
	)

inline

Definition at line 91 of file linear_index.h.

◆ LinearIndex() [3/3]

template<typename Distance >

rtflann::LinearIndex< Distance >::LinearIndex ( const LinearIndex< Distance > & other )

inline

Definition at line 97 of file linear_index.h.

◆ ~LinearIndex()

template<typename Distance >

virtual rtflann::LinearIndex< Distance >::~LinearIndex ( )

inlinevirtual

Definition at line 107 of file linear_index.h.

Member Function Documentation

◆ addPoints()

template<typename Distance >

void rtflann::LinearIndex< Distance >::addPoints	(	const Matrix< ElementType > &	points,
		float	rebuild_threshold = `2`
	)

inlinevirtual

Incrementally add points to the index.

Parameters

points	Matrix with points to be added
rebuild_threshold

Reimplemented from rtflann::NNIndex< Distance >.

Definition at line 116 of file linear_index.h.

◆ buildIndexImpl()

template<typename Distance >

void rtflann::LinearIndex< Distance >::buildIndexImpl ( )

inlineprotectedvirtual

Implements rtflann::NNIndex< Distance >.

Definition at line 174 of file linear_index.h.

◆ clone()

template<typename Distance >

BaseClass* rtflann::LinearIndex< Distance >::clone ( ) const

inlinevirtual

Implements rtflann::NNIndex< Distance >.

Definition at line 111 of file linear_index.h.

◆ findNeighbors()

template<typename Distance >

void rtflann::LinearIndex< Distance >::findNeighbors	(	ResultSet< DistanceType > &	resultSet,
		const ElementType *	vec,
		const SearchParams &
	)		const

inlinevirtual

Implements rtflann::NNIndex< Distance >.

Definition at line 157 of file linear_index.h.

◆ freeIndex()

template<typename Distance >

void rtflann::LinearIndex< Distance >::freeIndex ( )

inlineprotectedvirtual

Implements rtflann::NNIndex< Distance >.

Definition at line 179 of file linear_index.h.

◆ getType()

template<typename Distance >

flann_algorithm_t rtflann::LinearIndex< Distance >::getType ( ) const

inlinevirtual

Implements rtflann::IndexBase.

Definition at line 122 of file linear_index.h.

◆ loadIndex()

template<typename Distance >

void rtflann::LinearIndex< Distance >::loadIndex ( FILE * stream )

inlinevirtual

Implements rtflann::IndexBase.

Definition at line 151 of file linear_index.h.

◆ operator=()

template<typename Distance >

LinearIndex& rtflann::LinearIndex< Distance >::operator= ( LinearIndex< Distance > other )

inline

Definition at line 101 of file linear_index.h.

◆ saveIndex()

template<typename Distance >

void rtflann::LinearIndex< Distance >::saveIndex ( FILE * stream )

inlinevirtual

Implements rtflann::IndexBase.

Definition at line 145 of file linear_index.h.

◆ serialize()

template<typename Distance >

template<typename Archive >

void rtflann::LinearIndex< Distance >::serialize ( Archive & ar )

inline

Definition at line 134 of file linear_index.h.

◆ usedMemory()

template<typename Distance >

int rtflann::LinearIndex< Distance >::usedMemory ( ) const

inlinevirtual

Implements rtflann::IndexBase.

Definition at line 128 of file linear_index.h.

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

linear_index.h

Public Types

Public Member Functions

Protected Member Functions

Additional Inherited Members

Detailed Description

template<typename Distance> class rtflann::LinearIndex< Distance >

Member Typedef Documentation

◆ BaseClass

◆ DistanceType

◆ ElementType

Constructor & Destructor Documentation

◆ LinearIndex() [1/3]

◆ LinearIndex() [2/3]

◆ LinearIndex() [3/3]

◆ ~LinearIndex()

Member Function Documentation

◆ addPoints()

◆ buildIndexImpl()

◆ clone()

◆ findNeighbors()

◆ freeIndex()

◆ getType()

◆ loadIndex()

◆ operator=()

◆ saveIndex()

◆ serialize()

◆ usedMemory()

template<typename Distance>
class rtflann::LinearIndex< Distance >