K-means quantizer.

#include <kmeans.h>

Data Fields
vl_type	dataType

vl_size	dimension

vl_size	numCenters

vl_size	numTrees

vl_size	maxNumComparisons

VlKMeansInitialization	initialization

VlKMeansAlgorithm	algorithm

VlVectorComparisonType	distance

vl_size	maxNumIterations

double	minEnergyVariation

vl_size	numRepetitions

int	verbosity

void *	centers

void *	centerDistances

double	energy

Field Documentation

◆ algorithm

VlKMeansAlgorithm _VlKMeans::algorithm

Clustring algorithm.

◆ centerDistances

void* _VlKMeans::centerDistances

Centers inter-distances.

◆ centers

void* _VlKMeans::centers

Centers

◆ dataType

vl_type _VlKMeans::dataType

Data type.

◆ dimension

vl_size _VlKMeans::dimension

Data dimensionality.

◆ distance

VlVectorComparisonType _VlKMeans::distance

Distance.

◆ energy

double _VlKMeans::energy

Current solution energy.

◆ initialization

VlKMeansInitialization _VlKMeans::initialization

Initalization algorithm.

◆ maxNumComparisons

vl_size _VlKMeans::maxNumComparisons

Maximum number of comparisons when using ANN-kmeans.

◆ maxNumIterations

vl_size _VlKMeans::maxNumIterations

Maximum number of refinement iterations.

◆ minEnergyVariation

double _VlKMeans::minEnergyVariation

Minimum energy variation.

◆ numCenters

vl_size _VlKMeans::numCenters

Number of centers.

◆ numRepetitions

vl_size _VlKMeans::numRepetitions

Number of clustering repetitions.

◆ numTrees

vl_size _VlKMeans::numTrees

Number of trees in forest when using ANN-kmeans.

◆ verbosity

int _VlKMeans::verbosity

Verbosity level.

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

kmeans.h

Data Fields