[][src]Module opencv::flann

Clustering and Search in Multi-Dimensional Spaces

This section documents OpenCV's interface to the FLANN library. FLANN (Fast Library for Approximate Nearest Neighbors) is a library that contains a collection of algorithms optimized for fast nearest neighbor search in large datasets and for high dimensional features. More information about FLANN can be found in Muja2009 .

Modules

prelude

Structs

AutotunedIndexParams
CompositeIndexParams
HierarchicalClusteringIndexParams
Index
IndexParams
KDTreeIndexParams
KMeansIndexParams
LinearIndexParams
LshIndexParams
SavedIndexParams
SearchParams

Enums

FlannIndexType
flann_algorithm_t
flann_centers_init_t
flann_datatype_t
flann_distance_t
flann_log_level_t

Constants

AUTOTUNED
BLOCKSIZE
CENTERS_GONZALES
CENTERS_KMEANSPP
CENTERS_RANDOM
COMPOSITE
CS
EUCLIDEAN
FLANN_CENTERS_GONZALES
FLANN_CENTERS_GROUPWISE
FLANN_CENTERS_KMEANSPP
FLANN_CENTERS_RANDOM
FLANN_CHECKS_AUTOTUNED
FLANN_CHECKS_UNLIMITED
FLANN_DIST_CHI_SQUARE
FLANN_DIST_CS
FLANN_DIST_EUCLIDEAN
FLANN_DIST_HAMMING
FLANN_DIST_HELLINGER
FLANN_DIST_HIST_INTERSECT
FLANN_DIST_KL
FLANN_DIST_KULLBACK_LEIBLER
FLANN_DIST_L1
FLANN_DIST_L2
FLANN_DIST_MANHATTAN
FLANN_DIST_MAX
FLANN_DIST_MINKOWSKI
FLANN_FLOAT32
FLANN_FLOAT64
FLANN_INDEX_AUTOTUNED
FLANN_INDEX_COMPOSITE
FLANN_INDEX_HIERARCHICAL
FLANN_INDEX_KDTREE
FLANN_INDEX_KDTREE_SINGLE
FLANN_INDEX_KMEANS
FLANN_INDEX_LINEAR
FLANN_INDEX_LSH
FLANN_INDEX_SAVED
FLANN_INDEX_TYPE_8S
FLANN_INDEX_TYPE_8U
FLANN_INDEX_TYPE_16S
FLANN_INDEX_TYPE_16U
FLANN_INDEX_TYPE_32F
FLANN_INDEX_TYPE_32S
FLANN_INDEX_TYPE_64F
FLANN_INDEX_TYPE_ALGORITHM
FLANN_INDEX_TYPE_BOOL
FLANN_INDEX_TYPE_STRING
FLANN_INT8
FLANN_INT16
FLANN_INT32
FLANN_INT64
FLANN_LOG_ERROR
FLANN_LOG_FATAL
FLANN_LOG_INFO
FLANN_LOG_NONE
FLANN_LOG_WARN
FLANN_SIGNATURE_
FLANN_UINT8
FLANN_UINT16
FLANN_UINT32
FLANN_UINT64
FLANN_USE_BOOST
FLANN_VERSION_
HELLINGER
HIST_INTERSECT
KDTREE
KDTREE_SINGLE
KL
KMEANS
KULLBACK_LEIBLER
LAST_VALUE_FLANN_INDEX_TYPE
LINEAR
MANHATTAN
MAX_DIST
MINKOWSKI
SAVED
USE_UNORDERED_MAP
WORDSIZE

Pooled storage allocator

Traits

AutotunedIndexParamsTrait
CompositeIndexParamsTrait
HierarchicalClusteringIndexParamsTrait
IndexParamsTrait
IndexTrait
KDTreeIndexParamsTrait
KMeansIndexParamsTrait
LinearIndexParamsTrait
LshIndexParamsTrait
SavedIndexParamsTrait
SearchParamsTrait

Functions

flann_distance_type
set_distance_type