til::GonzalezClustering< TData, TPrec, TDist > Class Template Reference

Gonzalez clustering. More...

#include <cathier/meshUtils.h>

Public Types
typedef TPrec	prec_type
typedef TData::value_type	value_type

Public Member Functions
	GonzalezClustering (const TData &data)
shared_ptr< std::vector< iterator > >	quantization ()
	Returns data quantization, i.e. a subset of the original data of representative of its clusters. More...
shared_ptr< std::vector< std::size_t > >	labels ()
void	clusterize_maxDiam (prec_type maxDiam)
	Clustering, until max cluster diameter is less than a threshold. More...
void	computeClusters ()
	update labels to reflect current clustering. More...
void	moveClusterSeeds ()
	Move cluster quantized vector as close to cluster center as possible. More...
void	addNewClusterSeed ()
	Add a new cluster to the list. More...

Detailed Description

template<typename TData, typename TPrec, typename TDist = SquaredEuclideanDist<TPrec>>
class til::GonzalezClustering< TData, TPrec, TDist >

Gonzalez clustering.

Definition at line 1357 of file meshUtils.h.

Member Typedef Documentation

prec_type

template<typename TData, typename TPrec, typename TDist = SquaredEuclideanDist<TPrec>>

typedef TPrec til::GonzalezClustering< TData, TPrec, TDist >::prec_type

Definition at line 1363 of file meshUtils.h.

value_type

template<typename TData, typename TPrec, typename TDist = SquaredEuclideanDist<TPrec>>

typedef TData::value_type til::GonzalezClustering< TData, TPrec, TDist >::value_type

Definition at line 1364 of file meshUtils.h.

Constructor & Destructor Documentation

GonzalezClustering()

template<typename TData, typename TPrec, typename TDist = SquaredEuclideanDist<TPrec>>

til::GonzalezClustering< TData, TPrec, TDist >::GonzalezClustering ( const TData &  data )

inline

Definition at line 1368 of file meshUtils.h.

Member Function Documentation

addNewClusterSeed()

template<typename TData, typename TPrec, typename TDist = SquaredEuclideanDist<TPrec>>

void til::GonzalezClustering< TData, TPrec, TDist >::addNewClusterSeed ( )

inline

Add a new cluster to the list.

Definition at line 1486 of file meshUtils.h.

clusterize_maxDiam()

template<typename TData, typename TPrec, typename TDist = SquaredEuclideanDist<TPrec>>

void til::GonzalezClustering< TData, TPrec, TDist >::clusterize_maxDiam ( prec_type  maxDiam )

inline

Clustering, until max cluster diameter is less than a threshold.

Definition at line 1386 of file meshUtils.h.

Referenced by til::gonzalez_clustering().

computeClusters()

template<typename TData, typename TPrec, typename TDist = SquaredEuclideanDist<TPrec>>

void til::GonzalezClustering< TData, TPrec, TDist >::computeClusters ( )

inline

update labels to reflect current clustering.

Definition at line 1426 of file meshUtils.h.

References til::max().

labels()

template<typename TData, typename TPrec, typename TDist = SquaredEuclideanDist<TPrec>>

shared_ptr<std::vector<std::size_t> > til::GonzalezClustering< TData, TPrec, TDist >::labels ( )

inline

Definition at line 1381 of file meshUtils.h.

moveClusterSeeds()

template<typename TData, typename TPrec, typename TDist = SquaredEuclideanDist<TPrec>>

void til::GonzalezClustering< TData, TPrec, TDist >::moveClusterSeeds ( )

inline

Move cluster quantized vector as close to cluster center as possible.

Definition at line 1447 of file meshUtils.h.

References til::max().

quantization()

template<typename TData, typename TPrec, typename TDist = SquaredEuclideanDist<TPrec>>

shared_ptr<std::vector<iterator> > til::GonzalezClustering< TData, TPrec, TDist >::quantization ( )

inline

Returns data quantization, i.e. a subset of the original data of representative of its clusters.

Definition at line 1379 of file meshUtils.h.

Referenced by til::gonzalez_clustering().

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

• cathier/meshUtils.h