flann.cpp File Reference

#include "flann.h"

Include dependency graph for flann.cpp:

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Macros
#define	FLANN_FIRST_MATCH

Functions
flann::IndexParams	create_parameters (FLANNParameters *p)
flann::SearchParams	create_search_params (FLANNParameters *p)
void	update_flann_parameters (const IndexParams &params, FLANNParameters *flann_params)
void	init_flann_parameters (FLANNParameters *p)
void	flann_log_verbosity (int level)
void	flann_set_distance_type (flann_distance_t distance_type, int order)
flann_distance_t	flann_get_distance_type ()
int	flann_get_distance_order ()
template<typename Distance >
flann_index_t	__flann_build_index (typename Distance::ElementType *dataset, int rows, int cols, float *speedup, FLANNParameters *flann_params, Distance d=Distance())
template<typename T >
flann_index_t	_flann_build_index (T *dataset, int rows, int cols, float *speedup, FLANNParameters *flann_params)
flann_index_t	flann_build_index (float *dataset, int rows, int cols, float *speedup, FLANNParameters *flann_params)
flann_index_t	flann_build_index_float (float *dataset, int rows, int cols, float *speedup, FLANNParameters *flann_params)
flann_index_t	flann_build_index_double (double *dataset, int rows, int cols, float *speedup, FLANNParameters *flann_params)
flann_index_t	flann_build_index_byte (unsigned char *dataset, int rows, int cols, float *speedup, FLANNParameters *flann_params)
flann_index_t	flann_build_index_int (int *dataset, int rows, int cols, float *speedup, FLANNParameters *flann_params)
template<typename Distance >
int	__flann_add_points (flann_index_t index_ptr, typename Distance::ElementType *points, int rows, int columns, float rebuild_threshold)
template<typename T >
int	_flann_add_points (flann_index_t index_ptr, T *points, int rows, int columns, float rebuild_threshold)
int	flann_add_points (flann_index_t index_ptr, float *points, int rows, int columns, float rebuild_threshold)
int	flann_add_points_float (flann_index_t index_ptr, float *points, int rows, int columns, float rebuild_threshold)
int	flann_add_points_double (flann_index_t index_ptr, double *points, int rows, int columns, float rebuild_threshold)
int	flann_add_points_byte (flann_index_t index_ptr, unsigned char *points, int rows, int columns, float rebuild_threshold)
int	flann_add_points_int (flann_index_t index_ptr, int *points, int rows, int columns, float rebuild_threshold)
template<typename Distance >
int	__flann_remove_point (flann_index_t index_ptr, unsigned int point_id_uint)
template<typename T >
int	_flann_remove_point (flann_index_t index_ptr, unsigned int point_id)
int	flann_remove_point (flann_index_t index_ptr, unsigned int point_id)
int	flann_remove_point_float (flann_index_t index_ptr, unsigned int point_id)
int	flann_remove_point_double (flann_index_t index_ptr, unsigned int point_id)
int	flann_remove_point_byte (flann_index_t index_ptr, unsigned int point_id)
int	flann_remove_point_int (flann_index_t index_ptr, unsigned int point_id)
template<typename Distance >
Distance::ElementType *	__flann_get_point (flann_index_t index_ptr, unsigned int point_id_uint)
template<typename T >
T *	_flann_get_point (flann_index_t index_ptr, unsigned int point_id)
float *	flann_get_point (flann_index_t index_ptr, unsigned int point_id)
float *	flann_get_point_float (flann_index_t index_ptr, unsigned int point_id)
double *	flann_get_point_double (flann_index_t index_ptr, unsigned int point_id)
unsigned char *	flann_get_point_byte (flann_index_t index_ptr, unsigned int point_id)
int *	flann_get_point_int (flann_index_t index_ptr, unsigned int point_id)
template<typename Distance >
unsigned int	__flann_veclen (flann_index_t index_ptr)
template<typename T >
unsigned int	_flann_veclen (flann_index_t index_ptr)
unsigned int	flann_veclen (flann_index_t index_ptr)
unsigned int	flann_veclen_float (flann_index_t index_ptr)
unsigned int	flann_veclen_double (flann_index_t index_ptr)
unsigned int	flann_veclen_byte (flann_index_t index_ptr)
unsigned int	flann_veclen_int (flann_index_t index_ptr)
template<typename Distance >
unsigned int	__flann_size (flann_index_t index_ptr)
template<typename T >
unsigned int	_flann_size (flann_index_t index_ptr)
unsigned int	flann_size (flann_index_t index_ptr)
unsigned int	flann_size_float (flann_index_t index_ptr)
unsigned int	flann_size_double (flann_index_t index_ptr)
unsigned int	flann_size_byte (flann_index_t index_ptr)
unsigned int	flann_size_int (flann_index_t index_ptr)
template<typename Distance >
int	__flann_used_memory (flann_index_t index_ptr)
template<typename T >
int	_flann_used_memory (flann_index_t index_ptr)
int	flann_used_memory (flann_index_t index_ptr)
int	flann_used_memory_float (flann_index_t index_ptr)
int	flann_used_memory_double (flann_index_t index_ptr)
int	flann_used_memory_byte (flann_index_t index_ptr)
int	flann_used_memory_int (flann_index_t index_ptr)
template<typename Distance >
int	__flann_save_index (flann_index_t index_ptr, char *filename)
template<typename T >
int	_flann_save_index (flann_index_t index_ptr, char *filename)
int	flann_save_index (flann_index_t index_ptr, char *filename)
int	flann_save_index_float (flann_index_t index_ptr, char *filename)
int	flann_save_index_double (flann_index_t index_ptr, char *filename)
int	flann_save_index_byte (flann_index_t index_ptr, char *filename)
int	flann_save_index_int (flann_index_t index_ptr, char *filename)
template<typename Distance >
flann_index_t	__flann_load_index (char *filename, typename Distance::ElementType *dataset, int rows, int cols, Distance d=Distance())
template<typename T >
flann_index_t	_flann_load_index (char *filename, T *dataset, int rows, int cols)
flann_index_t	flann_load_index (char *filename, float *dataset, int rows, int cols)
flann_index_t	flann_load_index_float (char *filename, float *dataset, int rows, int cols)
flann_index_t	flann_load_index_double (char *filename, double *dataset, int rows, int cols)
flann_index_t	flann_load_index_byte (char *filename, unsigned char *dataset, int rows, int cols)
flann_index_t	flann_load_index_int (char *filename, int *dataset, int rows, int cols)
template<typename Distance >
int	__flann_find_nearest_neighbors (typename Distance::ElementType *dataset, int rows, int cols, typename Distance::ElementType *testset, int tcount, int *result, typename Distance::ResultType *dists, int nn, FLANNParameters *flann_params, Distance d=Distance())
template<typename T , typename R >
int	_flann_find_nearest_neighbors (T *dataset, int rows, int cols, T *testset, int tcount, int *result, R *dists, int nn, FLANNParameters *flann_params)
int	flann_find_nearest_neighbors (float *dataset, int rows, int cols, float *testset, int tcount, int *result, float *dists, int nn, FLANNParameters *flann_params)
int	flann_find_nearest_neighbors_float (float *dataset, int rows, int cols, float *testset, int tcount, int *result, float *dists, int nn, FLANNParameters *flann_params)
int	flann_find_nearest_neighbors_double (double *dataset, int rows, int cols, double *testset, int tcount, int *result, double *dists, int nn, FLANNParameters *flann_params)
int	flann_find_nearest_neighbors_byte (unsigned char *dataset, int rows, int cols, unsigned char *testset, int tcount, int *result, float *dists, int nn, FLANNParameters *flann_params)
int	flann_find_nearest_neighbors_int (int *dataset, int rows, int cols, int *testset, int tcount, int *result, float *dists, int nn, FLANNParameters *flann_params)
template<typename Distance >
int	__flann_find_nearest_neighbors_index (flann_index_t index_ptr, typename Distance::ElementType *testset, int tcount, int *result, typename Distance::ResultType *dists, int nn, FLANNParameters *flann_params)
template<typename T , typename R >
int	_flann_find_nearest_neighbors_index (flann_index_t index_ptr, T *testset, int tcount, int *result, R *dists, int nn, FLANNParameters *flann_params)
int	flann_find_nearest_neighbors_index (flann_index_t index_ptr, float *testset, int tcount, int *result, float *dists, int nn, FLANNParameters *flann_params)
int	flann_find_nearest_neighbors_index_float (flann_index_t index_ptr, float *testset, int tcount, int *result, float *dists, int nn, FLANNParameters *flann_params)
int	flann_find_nearest_neighbors_index_double (flann_index_t index_ptr, double *testset, int tcount, int *result, double *dists, int nn, FLANNParameters *flann_params)
int	flann_find_nearest_neighbors_index_byte (flann_index_t index_ptr, unsigned char *testset, int tcount, int *result, float *dists, int nn, FLANNParameters *flann_params)
int	flann_find_nearest_neighbors_index_int (flann_index_t index_ptr, int *testset, int tcount, int *result, float *dists, int nn, FLANNParameters *flann_params)
template<typename Distance >
int	__flann_radius_search (flann_index_t index_ptr, typename Distance::ElementType *query, int *indices, typename Distance::ResultType *dists, int max_nn, float radius, FLANNParameters *flann_params)
template<typename T , typename R >
int	_flann_radius_search (flann_index_t index_ptr, T *query, int *indices, R *dists, int max_nn, float radius, FLANNParameters *flann_params)
int	flann_radius_search (flann_index_t index_ptr, float *query, int *indices, float *dists, int max_nn, float radius, FLANNParameters *flann_params)
int	flann_radius_search_float (flann_index_t index_ptr, float *query, int *indices, float *dists, int max_nn, float radius, FLANNParameters *flann_params)
int	flann_radius_search_double (flann_index_t index_ptr, double *query, int *indices, double *dists, int max_nn, float radius, FLANNParameters *flann_params)
int	flann_radius_search_byte (flann_index_t index_ptr, unsigned char *query, int *indices, float *dists, int max_nn, float radius, FLANNParameters *flann_params)
int	flann_radius_search_int (flann_index_t index_ptr, int *query, int *indices, float *dists, int max_nn, float radius, FLANNParameters *flann_params)
template<typename Distance >
int	__flann_free_index (flann_index_t index_ptr, FLANNParameters *flann_params)
template<typename T >
int	_flann_free_index (flann_index_t index_ptr, FLANNParameters *flann_params)
int	flann_free_index (flann_index_t index_ptr, FLANNParameters *flann_params)
int	flann_free_index_float (flann_index_t index_ptr, FLANNParameters *flann_params)
int	flann_free_index_double (flann_index_t index_ptr, FLANNParameters *flann_params)
int	flann_free_index_byte (flann_index_t index_ptr, FLANNParameters *flann_params)
int	flann_free_index_int (flann_index_t index_ptr, FLANNParameters *flann_params)
template<typename Distance >
int	__flann_compute_cluster_centers (typename Distance::ElementType *dataset, int rows, int cols, int clusters, typename Distance::ResultType *result, FLANNParameters *flann_params, Distance d=Distance())
template<typename T , typename R >
int	_flann_compute_cluster_centers (T *dataset, int rows, int cols, int clusters, R *result, FLANNParameters *flann_params)
int	flann_compute_cluster_centers (float *dataset, int rows, int cols, int clusters, float *result, FLANNParameters *flann_params)
int	flann_compute_cluster_centers_float (float *dataset, int rows, int cols, int clusters, float *result, FLANNParameters *flann_params)
int	flann_compute_cluster_centers_double (double *dataset, int rows, int cols, int clusters, double *result, FLANNParameters *flann_params)
int	flann_compute_cluster_centers_byte (unsigned char *dataset, int rows, int cols, int clusters, float *result, FLANNParameters *flann_params)
int	flann_compute_cluster_centers_int (int *dataset, int rows, int cols, int clusters, float *result, FLANNParameters *flann_params)

Variables
struct FLANNParameters	DEFAULT_FLANN_PARAMETERS
flann_distance_t	flann_distance_type = FLANN_DIST_EUCLIDEAN
int	flann_distance_order = 3

Macro Definition Documentation

FLANN_FIRST_MATCH

#define FLANN_FIRST_MATCH

Definition at line 29 of file flann.cpp.

Function Documentation

__flann_add_points()

template<typename Distance >

int __flann_add_points	(	flann_index_t	index_ptr,
		typename Distance::ElementType *	points,
		int	rows,
		int	columns,
		float	rebuild_threshold
	)

Definition at line 292 of file flann.cpp.

References flann::Index< Distance >::addPoints(), flann::Logger::error(), NULL, and points.

__flann_build_index()

template<typename Distance >

flann_index_t __flann_build_index	(	typename Distance::ElementType *	dataset,
		int	rows,
		int	cols,
		float *	speedup,
		FLANNParameters *	flann_params,
		Distance	d = Distance()
	)

Definition at line 204 of file flann.cpp.

References FLANNParameters::algorithm, flann::Index< Distance >::buildIndex(), FLANNParameters::cb_index, FLANNParameters::checks, flann::SearchParams::checks, create_parameters(), FLANNParameters::eps, flann::SearchParams::eps, flann::Logger::error(), FLANN_INDEX_AUTOTUNED, flann::Index< Distance >::getParameters(), init_flann_parameters(), NULL, params, and update_flann_parameters().

__flann_compute_cluster_centers()

template<typename Distance >

int __flann_compute_cluster_centers	(	typename Distance::ElementType *	dataset,
		int	rows,
		int	cols,
		int	clusters,
		typename Distance::ResultType *	result,
		FLANNParameters *	flann_params,
		Distance	d = Distance()
	)

Definition at line 1243 of file flann.cpp.

References FLANNParameters::branching, FLANNParameters::cb_index, FLANNParameters::centers_init, flann::Logger::error(), init_flann_parameters(), FLANNParameters::iterations, params, and result.

__flann_find_nearest_neighbors()

template<typename Distance >

int __flann_find_nearest_neighbors	(	typename Distance::ElementType *	dataset,
		int	rows,
		int	cols,
		typename Distance::ElementType *	testset,
		int	tcount,
		int *	result,
		typename Distance::ResultType *	dists,
		int	nn,
		FLANNParameters *	flann_params,
		Distance	d = Distance()
	)

Definition at line 865 of file flann.cpp.

References flann::Index< Distance >::buildIndex(), create_parameters(), create_search_params(), flann::Logger::error(), init_flann_parameters(), flann::Index< Distance >::knnSearch(), params, result, and flann::Index< Distance >::veclen().

__flann_find_nearest_neighbors_index()

template<typename Distance >

int __flann_find_nearest_neighbors_index	(	flann_index_t	index_ptr,
		typename Distance::ElementType *	testset,
		int	tcount,
		int *	result,
		typename Distance::ResultType *	dists,
		int	nn,
		FLANNParameters *	flann_params
	)

Definition at line 951 of file flann.cpp.

References create_search_params(), flann::Logger::error(), init_flann_parameters(), flann::Index< Distance >::knnSearch(), NULL, result, and flann::Index< Distance >::veclen().

__flann_free_index()

template<typename Distance >

int __flann_free_index	(	flann_index_t	index_ptr,
		FLANNParameters *	flann_params
	)

Definition at line 1168 of file flann.cpp.

References flann::Logger::error(), init_flann_parameters(), and NULL.

__flann_get_point()

template<typename Distance >

Distance::ElementType* __flann_get_point	(	flann_index_t	index_ptr,
		unsigned int	point_id_uint
	)

Definition at line 440 of file flann.cpp.

References flann::Logger::error(), flann::Index< Distance >::getPoint(), and NULL.

__flann_load_index()

template<typename Distance >

flann_index_t __flann_load_index	(	char *	filename,
		typename Distance::ElementType *	dataset,
		int	rows,
		int	cols,
		Distance	d = Distance()
	)

Definition at line 793 of file flann.cpp.

References flann::Logger::error(), filename, and NULL.

__flann_radius_search()

template<typename Distance >

int __flann_radius_search	(	flann_index_t	index_ptr,
		typename Distance::ElementType *	query,
		int *	indices,
		typename Distance::ResultType *	dists,
		int	max_nn,
		float	radius,
		FLANNParameters *	flann_params
	)

Definition at line 1041 of file flann.cpp.

References count, create_search_params(), flann::Logger::error(), init_flann_parameters(), NULL, flann::Index< Distance >::radiusSearch(), and flann::Index< Distance >::veclen().

__flann_remove_point()

template<typename Distance >

int __flann_remove_point	(	flann_index_t	index_ptr,
		unsigned int	point_id_uint
	)

Definition at line 368 of file flann.cpp.

References flann::Logger::error(), NULL, and flann::Index< Distance >::removePoint().

__flann_save_index()

template<typename Distance >

int __flann_save_index	(	flann_index_t	index_ptr,
		char *	filename
	)

Definition at line 718 of file flann.cpp.

References flann::Logger::error(), filename, NULL, and flann::Index< Distance >::save().

__flann_size()

template<typename Distance >

unsigned int __flann_size

(

flann_index_t

index_ptr

)

Definition at line 580 of file flann.cpp.

References flann::Logger::error(), NULL, and flann::Index< Distance >::size().

__flann_used_memory()

template<typename Distance >

int __flann_used_memory

(

flann_index_t

index_ptr

)

Definition at line 649 of file flann.cpp.

References flann::Logger::error(), NULL, and flann::Index< Distance >::usedMemory().

__flann_veclen()

template<typename Distance >

unsigned int __flann_veclen

(

flann_index_t

index_ptr

)

Definition at line 511 of file flann.cpp.

References flann::Logger::error(), NULL, and flann::Index< Distance >::veclen().

_flann_add_points()

template<typename T >

int _flann_add_points	(	flann_index_t	index_ptr,
		T *	points,
		int	rows,
		int	columns,
		float	rebuild_threshold
	)

Definition at line 313 of file flann.cpp.

References flann::Logger::error(), FLANN_DIST_CHI_SQUARE, FLANN_DIST_EUCLIDEAN, FLANN_DIST_HELLINGER, FLANN_DIST_HIST_INTERSECT, FLANN_DIST_KULLBACK_LEIBLER, FLANN_DIST_MANHATTAN, FLANN_DIST_MINKOWSKI, flann_distance_type, and points.

_flann_build_index()

template<typename T >

flann_index_t _flann_build_index	(	T *	dataset,
		int	rows,
		int	cols,
		float *	speedup,
		FLANNParameters *	flann_params
	)

Definition at line 237 of file flann.cpp.

References flann::Logger::error(), FLANN_DIST_CHI_SQUARE, FLANN_DIST_EUCLIDEAN, FLANN_DIST_HELLINGER, FLANN_DIST_HIST_INTERSECT, FLANN_DIST_KULLBACK_LEIBLER, FLANN_DIST_MANHATTAN, FLANN_DIST_MINKOWSKI, flann_distance_order, flann_distance_type, and NULL.

_flann_compute_cluster_centers()

template<typename T , typename R >

int _flann_compute_cluster_centers	(	T *	dataset,
		int	rows,
		int	cols,
		int	clusters,
		R *	result,
		FLANNParameters *	flann_params
	)

Definition at line 1267 of file flann.cpp.

References flann::Logger::error(), FLANN_DIST_CHI_SQUARE, FLANN_DIST_EUCLIDEAN, FLANN_DIST_HELLINGER, FLANN_DIST_HIST_INTERSECT, FLANN_DIST_KULLBACK_LEIBLER, FLANN_DIST_MANHATTAN, FLANN_DIST_MINKOWSKI, flann_distance_order, flann_distance_type, and result.

Referenced by flann_compute_cluster_centers(), flann_compute_cluster_centers_byte(), flann_compute_cluster_centers_double(), flann_compute_cluster_centers_float(), and flann_compute_cluster_centers_int().

_flann_find_nearest_neighbors()

template<typename T , typename R >

int _flann_find_nearest_neighbors	(	T *	dataset,
		int	rows,
		int	cols,
		T *	testset,
		int	tcount,
		int *	result,
		R *	dists,
		int	nn,
		FLANNParameters *	flann_params
	)

Definition at line 894 of file flann.cpp.

References flann::Logger::error(), FLANN_DIST_CHI_SQUARE, FLANN_DIST_EUCLIDEAN, FLANN_DIST_HELLINGER, FLANN_DIST_HIST_INTERSECT, FLANN_DIST_KULLBACK_LEIBLER, FLANN_DIST_MANHATTAN, FLANN_DIST_MINKOWSKI, flann_distance_order, flann_distance_type, and result.

Referenced by flann_find_nearest_neighbors(), flann_find_nearest_neighbors_byte(), flann_find_nearest_neighbors_double(), flann_find_nearest_neighbors_float(), and flann_find_nearest_neighbors_int().

_flann_find_nearest_neighbors_index()

template<typename T , typename R >

int _flann_find_nearest_neighbors_index	(	flann_index_t	index_ptr,
		T *	testset,
		int	tcount,
		int *	result,
		R *	dists,
		int	nn,
		FLANNParameters *	flann_params
	)

Definition at line 983 of file flann.cpp.

References flann::Logger::error(), FLANN_DIST_CHI_SQUARE, FLANN_DIST_EUCLIDEAN, FLANN_DIST_HELLINGER, FLANN_DIST_HIST_INTERSECT, FLANN_DIST_KULLBACK_LEIBLER, FLANN_DIST_MANHATTAN, FLANN_DIST_MINKOWSKI, flann_distance_type, and result.

Referenced by flann_find_nearest_neighbors_index(), flann_find_nearest_neighbors_index_byte(), flann_find_nearest_neighbors_index_double(), flann_find_nearest_neighbors_index_float(), and flann_find_nearest_neighbors_index_int().

_flann_free_index()

template<typename T >

int _flann_free_index	(	flann_index_t	index_ptr,
		FLANNParameters *	flann_params
	)

Definition at line 1187 of file flann.cpp.

References flann::Logger::error(), FLANN_DIST_CHI_SQUARE, FLANN_DIST_EUCLIDEAN, FLANN_DIST_HELLINGER, FLANN_DIST_HIST_INTERSECT, FLANN_DIST_KULLBACK_LEIBLER, FLANN_DIST_MANHATTAN, FLANN_DIST_MINKOWSKI, and flann_distance_type.

_flann_get_point()

template<typename T >

T* _flann_get_point	(	flann_index_t	index_ptr,
		unsigned int	point_id
	)

Definition at line 457 of file flann.cpp.

References flann::Logger::error(), FLANN_DIST_CHI_SQUARE, FLANN_DIST_EUCLIDEAN, FLANN_DIST_HELLINGER, FLANN_DIST_HIST_INTERSECT, FLANN_DIST_KULLBACK_LEIBLER, FLANN_DIST_MANHATTAN, FLANN_DIST_MINKOWSKI, flann_distance_type, and NULL.

_flann_load_index()

template<typename T >

flann_index_t _flann_load_index	(	char *	filename,
		T *	dataset,
		int	rows,
		int	cols
	)

Definition at line 807 of file flann.cpp.

References flann::Logger::error(), filename, FLANN_DIST_CHI_SQUARE, FLANN_DIST_EUCLIDEAN, FLANN_DIST_HELLINGER, FLANN_DIST_HIST_INTERSECT, FLANN_DIST_KULLBACK_LEIBLER, FLANN_DIST_MANHATTAN, FLANN_DIST_MINKOWSKI, flann_distance_order, flann_distance_type, and NULL.

_flann_radius_search()

template<typename T , typename R >

int _flann_radius_search	(	flann_index_t	index_ptr,
		T *	query,
		int *	indices,
		R *	dists,
		int	max_nn,
		float	radius,
		FLANNParameters *	flann_params
	)

Definition at line 1076 of file flann.cpp.

References flann::Logger::error(), FLANN_DIST_CHI_SQUARE, FLANN_DIST_EUCLIDEAN, FLANN_DIST_HELLINGER, FLANN_DIST_HIST_INTERSECT, FLANN_DIST_KULLBACK_LEIBLER, FLANN_DIST_MANHATTAN, FLANN_DIST_MINKOWSKI, and flann_distance_type.

Referenced by flann_radius_search(), flann_radius_search_byte(), flann_radius_search_double(), flann_radius_search_float(), and flann_radius_search_int().

_flann_remove_point()

template<typename T >

int _flann_remove_point	(	flann_index_t	index_ptr,
		unsigned int	point_id
	)

Definition at line 386 of file flann.cpp.

References flann::Logger::error(), FLANN_DIST_CHI_SQUARE, FLANN_DIST_EUCLIDEAN, FLANN_DIST_HELLINGER, FLANN_DIST_HIST_INTERSECT, FLANN_DIST_KULLBACK_LEIBLER, FLANN_DIST_MANHATTAN, FLANN_DIST_MINKOWSKI, and flann_distance_type.

_flann_save_index()

template<typename T >

int _flann_save_index	(	flann_index_t	index_ptr,
		char *	filename
	)

Definition at line 737 of file flann.cpp.

References flann::Logger::error(), filename, FLANN_DIST_CHI_SQUARE, FLANN_DIST_EUCLIDEAN, FLANN_DIST_HELLINGER, FLANN_DIST_HIST_INTERSECT, FLANN_DIST_KULLBACK_LEIBLER, FLANN_DIST_MANHATTAN, FLANN_DIST_MINKOWSKI, and flann_distance_type.

_flann_size()

template<typename T >

unsigned int _flann_size

(

flann_index_t

index_ptr

)

Definition at line 595 of file flann.cpp.

References flann::Logger::error(), FLANN_DIST_CHI_SQUARE, FLANN_DIST_EUCLIDEAN, FLANN_DIST_HELLINGER, FLANN_DIST_HIST_INTERSECT, FLANN_DIST_KULLBACK_LEIBLER, FLANN_DIST_MANHATTAN, FLANN_DIST_MINKOWSKI, and flann_distance_type.

_flann_used_memory()

template<typename T >

int _flann_used_memory

(

flann_index_t

index_ptr

)

Definition at line 664 of file flann.cpp.

References flann::Logger::error(), FLANN_DIST_CHI_SQUARE, FLANN_DIST_EUCLIDEAN, FLANN_DIST_HELLINGER, FLANN_DIST_HIST_INTERSECT, FLANN_DIST_KULLBACK_LEIBLER, FLANN_DIST_MANHATTAN, FLANN_DIST_MINKOWSKI, and flann_distance_type.

_flann_veclen()

template<typename T >

unsigned int _flann_veclen

(

flann_index_t

index_ptr

)

Definition at line 526 of file flann.cpp.

References flann::Logger::error(), FLANN_DIST_CHI_SQUARE, FLANN_DIST_EUCLIDEAN, FLANN_DIST_HELLINGER, FLANN_DIST_HIST_INTERSECT, FLANN_DIST_KULLBACK_LEIBLER, FLANN_DIST_MANHATTAN, FLANN_DIST_MINKOWSKI, and flann_distance_type.

create_parameters()

flann::IndexParams create_parameters

(

FLANNParameters *

p

)

Definition at line 48 of file flann.cpp.

References FLANNParameters::algorithm, FLANNParameters::branching, FLANNParameters::build_weight, FLANNParameters::cb_index, FLANNParameters::centers_init, FLANNParameters::checks, FLANNParameters::eps, FLANN_INDEX_AUTOTUNED, FLANN_INDEX_HIERARCHICAL, FLANN_INDEX_KDTREE, FLANN_INDEX_KDTREE_SINGLE, FLANN_INDEX_KMEANS, FLANN_INDEX_LSH, FLANNParameters::iterations, FLANNParameters::key_size_, FLANNParameters::leaf_max_size, FLANNParameters::log_level, FLANNParameters::memory_weight, FLANNParameters::multi_probe_level_, params, FLANNParameters::random_seed, FLANNParameters::sample_fraction, FLANNParameters::table_number_, FLANNParameters::target_precision, and FLANNParameters::trees.

Referenced by __flann_build_index(), and __flann_find_nearest_neighbors().

create_search_params()

flann::SearchParams create_search_params

(

FLANNParameters *

p

)

Definition at line 105 of file flann.cpp.

References FLANNParameters::checks, FLANNParameters::cores, FLANNParameters::eps, FLANNParameters::max_neighbors, params, and FLANNParameters::sorted.

Referenced by __flann_find_nearest_neighbors(), __flann_find_nearest_neighbors_index(), and __flann_radius_search().

flann_add_points()

int flann_add_points	(	flann_index_t	index_ptr,
		float *	points,
		int	rows,
		int	columns,
		float	rebuild_threshold
	)

Adds points to pre-built index.

Params: index_ptr = pointer to index, must already be built points = pointer to array of points rows = number of points to add columns = feature dimensionality rebuild_threshold = reallocs index when it grows by factor of rebuild_threshold. A smaller value results is more space efficient but less computationally efficient. Must be greater than 1.

Returns: 0 if success otherwise -1

Definition at line 342 of file flann.cpp.

References points.

flann_add_points_byte()

int flann_add_points_byte	(	flann_index_t	index_ptr,
		unsigned char *	points,
		int	rows,
		int	columns,
		float	rebuild_threshold
	)

Definition at line 357 of file flann.cpp.

References points.

flann_add_points_double()

int flann_add_points_double	(	flann_index_t	index_ptr,
		double *	points,
		int	rows,
		int	columns,
		float	rebuild_threshold
	)

Definition at line 352 of file flann.cpp.

References points.

flann_add_points_float()

int flann_add_points_float	(	flann_index_t	index_ptr,
		float *	points,
		int	rows,
		int	columns,
		float	rebuild_threshold
	)

Definition at line 347 of file flann.cpp.

References points.

flann_add_points_int()

int flann_add_points_int	(	flann_index_t	index_ptr,
		int *	points,
		int	rows,
		int	columns,
		float	rebuild_threshold
	)

Definition at line 362 of file flann.cpp.

References points.

flann_build_index()

flann_index_t flann_build_index	(	float *	dataset,
		int	rows,
		int	cols,
		float *	speedup,
		struct FLANNParameters *	flann_params
	)

Builds and returns an index. It uses autotuning if the target_precision field of index_params is between 0 and 1, or the parameters specified if it's -1.

Params: dataset = pointer to a data set stored in row major order rows = number of rows (features) in the dataset cols = number of columns in the dataset (feature dimensionality) speedup = speedup over linear search, estimated if using autotuning, output parameter index_params = index related parameters flann_params = generic flann parameters

Returns: the newly created index or a number <0 for error

Definition at line 266 of file flann.cpp.

flann_build_index_byte()

flann_index_t flann_build_index_byte	(	unsigned char *	dataset,
		int	rows,
		int	cols,
		float *	speedup,
		FLANNParameters *	flann_params
	)

Definition at line 281 of file flann.cpp.

flann_build_index_double()

flann_index_t flann_build_index_double	(	double *	dataset,
		int	rows,
		int	cols,
		float *	speedup,
		FLANNParameters *	flann_params
	)

Definition at line 276 of file flann.cpp.

flann_build_index_float()

flann_index_t flann_build_index_float	(	float *	dataset,
		int	rows,
		int	cols,
		float *	speedup,
		FLANNParameters *	flann_params
	)

Definition at line 271 of file flann.cpp.

flann_build_index_int()

flann_index_t flann_build_index_int	(	int *	dataset,
		int	rows,
		int	cols,
		float *	speedup,
		FLANNParameters *	flann_params
	)

Definition at line 286 of file flann.cpp.

flann_compute_cluster_centers()

int flann_compute_cluster_centers	(	float *	dataset,
		int	rows,
		int	cols,
		int	clusters,
		float *	result,
		struct FLANNParameters *	flann_params
	)

Clusters the features in the dataset using a hierarchical kmeans clustering approach. This is significantly faster than using a flat kmeans clustering for a large number of clusters.

Params: dataset = pointer to a data set stored in row major order rows = number of rows (features) in the dataset cols = number of columns in the dataset (feature dimensionality) clusters = number of cluster to compute result = memory buffer where the output cluster centers are storred index_params = used to specify the kmeans tree parameters (branching factor, max number of iterations to use) flann_params = generic flann parameters

Returns: number of clusters computed or a number <0 for error. This number can be different than the number of clusters requested, due to the way hierarchical clusters are computed. The number of clusters returned will be the highest number of the form (branch_size-1)*K+1 smaller than the number of clusters requested.

Definition at line 1296 of file flann.cpp.

References _flann_compute_cluster_centers(), and result.

flann_compute_cluster_centers_byte()

int flann_compute_cluster_centers_byte	(	unsigned char *	dataset,
		int	rows,
		int	cols,
		int	clusters,
		float *	result,
		FLANNParameters *	flann_params
	)

Definition at line 1311 of file flann.cpp.

References _flann_compute_cluster_centers(), and result.

flann_compute_cluster_centers_double()

int flann_compute_cluster_centers_double	(	double *	dataset,
		int	rows,
		int	cols,
		int	clusters,
		double *	result,
		FLANNParameters *	flann_params
	)

Definition at line 1306 of file flann.cpp.

References _flann_compute_cluster_centers(), and result.

flann_compute_cluster_centers_float()

int flann_compute_cluster_centers_float	(	float *	dataset,
		int	rows,
		int	cols,
		int	clusters,
		float *	result,
		FLANNParameters *	flann_params
	)

Definition at line 1301 of file flann.cpp.

References _flann_compute_cluster_centers(), and result.

flann_compute_cluster_centers_int()

int flann_compute_cluster_centers_int	(	int *	dataset,
		int	rows,
		int	cols,
		int	clusters,
		float *	result,
		FLANNParameters *	flann_params
	)

Definition at line 1316 of file flann.cpp.

References _flann_compute_cluster_centers(), and result.

flann_find_nearest_neighbors()

int flann_find_nearest_neighbors	(	float *	dataset,
		int	rows,
		int	cols,
		float *	testset,
		int	trows,
		int *	indices,
		float *	dists,
		int	nn,
		struct FLANNParameters *	flann_params
	)

Builds an index and uses it to find nearest neighbors.

Params: dataset = pointer to a data set stored in row major order rows = number of rows (features) in the dataset cols = number of columns in the dataset (feature dimensionality) testset = pointer to a query set stored in row major order trows = number of rows (features) in the query dataset (same dimensionality as features in the dataset) indices = pointer to matrix for the indices of the nearest neighbors of the testset features in the dataset (must have trows number of rows and nn number of columns) nn = how many nearest neighbors to return flann_params = generic flann parameters

Returns: zero or -1 for error

Definition at line 924 of file flann.cpp.

References _flann_find_nearest_neighbors(), and result.

flann_find_nearest_neighbors_byte()

int flann_find_nearest_neighbors_byte	(	unsigned char *	dataset,
		int	rows,
		int	cols,
		unsigned char *	testset,
		int	tcount,
		int *	result,
		float *	dists,
		int	nn,
		FLANNParameters *	flann_params
	)

Definition at line 939 of file flann.cpp.

References _flann_find_nearest_neighbors(), and result.

flann_find_nearest_neighbors_double()

int flann_find_nearest_neighbors_double	(	double *	dataset,
		int	rows,
		int	cols,
		double *	testset,
		int	tcount,
		int *	result,
		double *	dists,
		int	nn,
		FLANNParameters *	flann_params
	)

Definition at line 934 of file flann.cpp.

References _flann_find_nearest_neighbors(), and result.

flann_find_nearest_neighbors_float()

int flann_find_nearest_neighbors_float	(	float *	dataset,
		int	rows,
		int	cols,
		float *	testset,
		int	tcount,
		int *	result,
		float *	dists,
		int	nn,
		FLANNParameters *	flann_params
	)

Definition at line 929 of file flann.cpp.

References _flann_find_nearest_neighbors(), and result.

flann_find_nearest_neighbors_index()

int flann_find_nearest_neighbors_index	(	flann_index_t	index_id,
		float *	testset,
		int	trows,
		int *	indices,
		float *	dists,
		int	nn,
		struct FLANNParameters *	flann_params
	)

Searches for nearest neighbors using the index provided

Params: index_id = the index (constructed previously using flann_build_index). testset = pointer to a query set stored in row major order trows = number of rows (features) in the query dataset (same dimensionality as features in the dataset) indices = pointer to matrix for the indices of the nearest neighbors of the testset features in the dataset (must have trows number of rows and nn number of columns) dists = pointer to matrix for the distances of the nearest neighbors of the testset features in the dataset (must have trows number of rows and 1 column) nn = how many nearest neighbors to return flann_params = generic flann parameters

Returns: zero or a number <0 for error

Definition at line 1014 of file flann.cpp.

References _flann_find_nearest_neighbors_index(), and result.

flann_find_nearest_neighbors_index_byte()

int flann_find_nearest_neighbors_index_byte	(	flann_index_t	index_ptr,
		unsigned char *	testset,
		int	tcount,
		int *	result,
		float *	dists,
		int	nn,
		FLANNParameters *	flann_params
	)

Definition at line 1029 of file flann.cpp.

References _flann_find_nearest_neighbors_index(), and result.

flann_find_nearest_neighbors_index_double()

int flann_find_nearest_neighbors_index_double	(	flann_index_t	index_ptr,
		double *	testset,
		int	tcount,
		int *	result,
		double *	dists,
		int	nn,
		FLANNParameters *	flann_params
	)

Definition at line 1024 of file flann.cpp.

References _flann_find_nearest_neighbors_index(), and result.

flann_find_nearest_neighbors_index_float()

int flann_find_nearest_neighbors_index_float	(	flann_index_t	index_ptr,
		float *	testset,
		int	tcount,
		int *	result,
		float *	dists,
		int	nn,
		FLANNParameters *	flann_params
	)

Definition at line 1019 of file flann.cpp.

References _flann_find_nearest_neighbors_index(), and result.

flann_find_nearest_neighbors_index_int()

int flann_find_nearest_neighbors_index_int	(	flann_index_t	index_ptr,
		int *	testset,
		int	tcount,
		int *	result,
		float *	dists,
		int	nn,
		FLANNParameters *	flann_params
	)

Definition at line 1034 of file flann.cpp.

References _flann_find_nearest_neighbors_index(), and result.

flann_find_nearest_neighbors_int()

int flann_find_nearest_neighbors_int	(	int *	dataset,
		int	rows,
		int	cols,
		int *	testset,
		int	tcount,
		int *	result,
		float *	dists,
		int	nn,
		FLANNParameters *	flann_params
	)

Definition at line 944 of file flann.cpp.

References _flann_find_nearest_neighbors(), and result.

flann_free_index()

int flann_free_index	(	flann_index_t	index_id,
		struct FLANNParameters *	flann_params
	)

Deletes an index and releases the memory used by it.

Params: index_id = the index (constructed previously using flann_build_index). flann_params = generic flann parameters

Returns: zero or a number <0 for error

Definition at line 1216 of file flann.cpp.

flann_free_index_byte()

int flann_free_index_byte	(	flann_index_t	index_ptr,
		FLANNParameters *	flann_params
	)

Definition at line 1231 of file flann.cpp.

flann_free_index_double()

int flann_free_index_double	(	flann_index_t	index_ptr,
		FLANNParameters *	flann_params
	)

Definition at line 1226 of file flann.cpp.

flann_free_index_float()

int flann_free_index_float	(	flann_index_t	index_ptr,
		FLANNParameters *	flann_params
	)

Definition at line 1221 of file flann.cpp.

flann_free_index_int()

int flann_free_index_int	(	flann_index_t	index_ptr,
		FLANNParameters *	flann_params
	)

Definition at line 1236 of file flann.cpp.

flann_get_distance_order()

int flann_get_distance_order

(

)

Gets the distance order in use throughout FLANN (only applicable if minkowski distance is in use).

Definition at line 198 of file flann.cpp.

References flann_distance_order.

flann_get_distance_type()

flann_distance_t flann_get_distance_type

(

)

Gets the distance type in use throughout FLANN.

Definition at line 194 of file flann.cpp.

References flann_distance_type.

flann_get_point()

float* flann_get_point	(	flann_index_t	index_ptr,
		unsigned int	point_id
	)

Gets a point from a given index position.

index_ptr = pointer to pre-built index. point_id = index of datapoint to get.

Returns: pointer to datapoint or NULL on miss

Definition at line 485 of file flann.cpp.

flann_get_point_byte()

unsigned char* flann_get_point_byte	(	flann_index_t	index_ptr,
		unsigned int	point_id
	)

Definition at line 500 of file flann.cpp.

flann_get_point_double()

double* flann_get_point_double	(	flann_index_t	index_ptr,
		unsigned int	point_id
	)

Definition at line 495 of file flann.cpp.

flann_get_point_float()

float* flann_get_point_float	(	flann_index_t	index_ptr,
		unsigned int	point_id
	)

Definition at line 490 of file flann.cpp.

flann_get_point_int()

int* flann_get_point_int	(	flann_index_t	index_ptr,
		unsigned int	point_id
	)

Definition at line 505 of file flann.cpp.

flann_load_index()

flann_index_t flann_load_index	(	char *	filename,
		float *	dataset,
		int	rows,
		int	cols
	)

Loads an index from a file.

Parameters

filename	File to load the index from.
dataset	The dataset corresponding to the index.
rows	Dataset tors
cols	Dataset columns

Returns

Definition at line 837 of file flann.cpp.

References filename.

flann_load_index_byte()

flann_index_t flann_load_index_byte	(	char *	filename,
		unsigned char *	dataset,
		int	rows,
		int	cols
	)

Definition at line 852 of file flann.cpp.

References filename.

flann_load_index_double()

flann_index_t flann_load_index_double	(	char *	filename,
		double *	dataset,
		int	rows,
		int	cols
	)

Definition at line 847 of file flann.cpp.

References filename.

flann_load_index_float()

flann_index_t flann_load_index_float	(	char *	filename,
		float *	dataset,
		int	rows,
		int	cols
	)

Definition at line 842 of file flann.cpp.

References filename.

flann_load_index_int()

flann_index_t flann_load_index_int	(	char *	filename,
		int *	dataset,
		int	rows,
		int	cols
	)

Definition at line 857 of file flann.cpp.

References filename.

flann_log_verbosity()

void flann_log_verbosity

(

int

level

)

Sets the log level used for all flann functions (unless specified in FLANNParameters for each call

Params: level = verbosity level

Definition at line 179 of file flann.cpp.

References flann::log_verbosity().

Referenced by init_flann_parameters().

flann_radius_search()

int flann_radius_search	(	flann_index_t	index_ptr,
		float *	query,
		int *	indices,
		float *	dists,
		int	max_nn,
		float	radius,
		struct FLANNParameters *	flann_params
	)

Performs an radius search using an already constructed index.

In case of radius search, instead of always returning a predetermined number of nearest neighbours (for example the 10 nearest neighbours), the search will return all the neighbours found within a search radius of the query point.

The check parameter in the FLANNParameters below sets the level of approximation for the search by only visiting "checks" number of features in the index (the same way as for the KNN search). A lower value for checks will give a higher search speedup at the cost of potentially not returning all the neighbours in the specified radius.

Definition at line 1111 of file flann.cpp.

References _flann_radius_search().

flann_radius_search_byte()

int flann_radius_search_byte	(	flann_index_t	index_ptr,
		unsigned char *	query,
		int *	indices,
		float *	dists,
		int	max_nn,
		float	radius,
		FLANNParameters *	flann_params
	)

Definition at line 1144 of file flann.cpp.

References _flann_radius_search().

flann_radius_search_double()

int flann_radius_search_double	(	flann_index_t	index_ptr,
		double *	query,
		int *	indices,
		double *	dists,
		int	max_nn,
		float	radius,
		FLANNParameters *	flann_params
	)

Definition at line 1133 of file flann.cpp.

References _flann_radius_search().

flann_radius_search_float()

int flann_radius_search_float	(	flann_index_t	index_ptr,
		float *	query,
		int *	indices,
		float *	dists,
		int	max_nn,
		float	radius,
		FLANNParameters *	flann_params
	)

Definition at line 1122 of file flann.cpp.

References _flann_radius_search().

flann_radius_search_int()

int flann_radius_search_int	(	flann_index_t	index_ptr,
		int *	query,
		int *	indices,
		float *	dists,
		int	max_nn,
		float	radius,
		FLANNParameters *	flann_params
	)

Definition at line 1155 of file flann.cpp.

References _flann_radius_search().

flann_remove_point()

int flann_remove_point	(	flann_index_t	index_ptr,
		unsigned int	point_id
	)

Removes a point from a pre-built index.

index_ptr = pointer to pre-built index. point_id = index of datapoint to remove.

Definition at line 414 of file flann.cpp.

flann_remove_point_byte()

int flann_remove_point_byte	(	flann_index_t	index_ptr,
		unsigned int	point_id
	)

Definition at line 429 of file flann.cpp.

flann_remove_point_double()

int flann_remove_point_double	(	flann_index_t	index_ptr,
		unsigned int	point_id
	)

Definition at line 424 of file flann.cpp.

flann_remove_point_float()

int flann_remove_point_float	(	flann_index_t	index_ptr,
		unsigned int	point_id
	)

Definition at line 419 of file flann.cpp.

flann_remove_point_int()

int flann_remove_point_int	(	flann_index_t	index_ptr,
		unsigned int	point_id
	)

Definition at line 434 of file flann.cpp.

flann_save_index()

int flann_save_index	(	flann_index_t	index_id,
		char *	filename
	)

Saves the index to a file. Only the index is saved into the file, the dataset corresponding to the index is not saved.

Parameters

index_id	The index that should be saved
filename	The filename the index should be saved to

Returns

Returns 0 on success, negative value on error.

Definition at line 766 of file flann.cpp.

References filename.

flann_save_index_byte()

int flann_save_index_byte	(	flann_index_t	index_ptr,
		char *	filename
	)

Definition at line 781 of file flann.cpp.

References filename.

flann_save_index_double()

int flann_save_index_double	(	flann_index_t	index_ptr,
		char *	filename
	)

Definition at line 776 of file flann.cpp.

References filename.

flann_save_index_float()

int flann_save_index_float	(	flann_index_t	index_ptr,
		char *	filename
	)

Definition at line 771 of file flann.cpp.

References filename.

flann_save_index_int()

int flann_save_index_int	(	flann_index_t	index_ptr,
		char *	filename
	)

Definition at line 786 of file flann.cpp.

References filename.

flann_set_distance_type()

void flann_set_distance_type	(	enum flann_distance_t	distance_type,
		int	order
	)

Sets the distance type to use throughout FLANN. If distance type specified is MINKOWSKI, the second argument specifies which order the minkowski distance should have.

Definition at line 187 of file flann.cpp.

References flann_distance_order, and flann_distance_type.

flann_size()

unsigned int flann_size

(

flann_index_t

index_ptr

)

Returns the dimensionality of datapoints stored in index.

index_ptr = pointer to pre-built index.

Definition at line 623 of file flann.cpp.

flann_size_byte()

unsigned int flann_size_byte

(

flann_index_t

index_ptr

)

Definition at line 638 of file flann.cpp.

flann_size_double()

unsigned int flann_size_double

(

flann_index_t

index_ptr

)

Definition at line 633 of file flann.cpp.

flann_size_float()

unsigned int flann_size_float

(

flann_index_t

index_ptr

)

Definition at line 628 of file flann.cpp.

flann_size_int()

unsigned int flann_size_int

(

flann_index_t

index_ptr

)

Definition at line 643 of file flann.cpp.

flann_used_memory()

int flann_used_memory

(

flann_index_t

index_ptr

)

Returns the number of bytes consumed by the index.

index_ptr = pointer to pre-built index.

Definition at line 692 of file flann.cpp.

flann_used_memory_byte()

int flann_used_memory_byte

(

flann_index_t

index_ptr

)

Definition at line 707 of file flann.cpp.

flann_used_memory_double()

int flann_used_memory_double

(

flann_index_t

index_ptr

)

Definition at line 702 of file flann.cpp.

flann_used_memory_float()

int flann_used_memory_float

(

flann_index_t

index_ptr

)

Definition at line 697 of file flann.cpp.

flann_used_memory_int()

int flann_used_memory_int

(

flann_index_t

index_ptr

)

Definition at line 712 of file flann.cpp.

flann_veclen()

unsigned int flann_veclen

(

flann_index_t

index_ptr

)

Returns the number of datapoints stored in index.

index_ptr = pointer to pre-built index.

Definition at line 554 of file flann.cpp.

flann_veclen_byte()

unsigned int flann_veclen_byte

(

flann_index_t

index_ptr

)

Definition at line 569 of file flann.cpp.

flann_veclen_double()

unsigned int flann_veclen_double

(

flann_index_t

index_ptr

)

Definition at line 564 of file flann.cpp.

flann_veclen_float()

unsigned int flann_veclen_float

(

flann_index_t

index_ptr

)

Definition at line 559 of file flann.cpp.

flann_veclen_int()

unsigned int flann_veclen_int

(

flann_index_t

index_ptr

)

Definition at line 574 of file flann.cpp.

init_flann_parameters()

void init_flann_parameters

(

FLANNParameters *

p

)

Definition at line 168 of file flann.cpp.

References flann_log_verbosity(), FLANNParameters::log_level, NULL, FLANNParameters::random_seed, and flann::seed_random().

Referenced by __flann_build_index(), __flann_compute_cluster_centers(), __flann_find_nearest_neighbors(), __flann_find_nearest_neighbors_index(), __flann_free_index(), and __flann_radius_search().

update_flann_parameters()

void update_flann_parameters	(	const IndexParams &	params,
		FLANNParameters *	flann_params
	)

Definition at line 118 of file flann.cpp.

References FLANNParameters::algorithm, FLANNParameters::branching, FLANNParameters::build_weight, FLANNParameters::centers_init, flann::has_param(), FLANNParameters::iterations, FLANNParameters::key_size_, FLANNParameters::leaf_max_size, FLANNParameters::log_level, FLANNParameters::memory_weight, FLANNParameters::multi_probe_level_, params, FLANNParameters::random_seed, FLANNParameters::sample_fraction, FLANNParameters::table_number_, FLANNParameters::target_precision, and FLANNParameters::trees.

Referenced by __flann_build_index().

Variable Documentation

DEFAULT_FLANN_PARAMETERS

struct FLANNParameters DEFAULT_FLANN_PARAMETERS

Initial value:

= {
    FLANN_INDEX_KDTREE,
    32, 0.0f,
    0, -1, 0,
    4, 4,
    32, 11, FLANN_CENTERS_RANDOM, 0.2f,
    0.9f, 0.01f, 0, 0.1f,
    FLANN_LOG_NONE, 0
}

Definition at line 1 of file flann.cpp.

flann_distance_order

int flann_distance_order = 3

Definition at line 185 of file flann.cpp.

Referenced by _flann_build_index(), _flann_compute_cluster_centers(), _flann_find_nearest_neighbors(), _flann_load_index(), flann_get_distance_order(), and flann_set_distance_type().

flann_distance_type

flann_distance_t flann_distance_type = FLANN_DIST_EUCLIDEAN

Definition at line 184 of file flann.cpp.

Referenced by _flann_add_points(), _flann_build_index(), _flann_compute_cluster_centers(), _flann_find_nearest_neighbors(), _flann_find_nearest_neighbors_index(), _flann_free_index(), _flann_get_point(), _flann_load_index(), _flann_radius_search(), _flann_remove_point(), _flann_save_index(), _flann_size(), _flann_used_memory(), _flann_veclen(), flann_get_distance_type(), and flann_set_distance_type().