Kmeans clustering. More...

#include <OpenSurfLib.h>

Public Member Functions
	~Kmeans ()
	Destructor. More...

	Kmeans ()
	Constructor. More...

void	Run (IpVec *ipts, int clusters, bool init=false)
	Do it all! More...

void	SetIpoints (IpVec *ipts)
	Set the ipts to be used. More...

void	InitRandomClusters (int n)
	Randomly distribute 'n' clusters. More...

bool	AssignToClusters ()
	Assign Ipoints to clusters. More...

void	RepositionClusters ()
	Calculate new cluster centers. More...

float	Distance (Ipoint &ip1, Ipoint &ip2)
	Function to measure the distance between 2 ipoints. More...

Public Attributes
IpVec *	ipts
	Vector stores ipoints for this run. More...

IpVec	clusters
	Vector stores cluster centers. More...

Detailed Description

Kmeans clustering.

Kmeans clustering class (under development)

Can be used to cluster points based on their location.
Create Kmeans object and call Run with IpVec.
Planned improvements include clustering based on motion and descriptor components.

Constructor & Destructor Documentation

◆ ~Kmeans()

icl::cv::opensurf::Kmeans::~Kmeans ( )

inline

Destructor.

◆ Kmeans()

icl::cv::opensurf::Kmeans::Kmeans ( )

inline

Constructor.

Member Function Documentation

◆ AssignToClusters()

bool icl::cv::opensurf::Kmeans::AssignToClusters ( )

Assign Ipoints to clusters.

◆ Distance()

float icl::cv::opensurf::Kmeans::Distance	(	Ipoint &	ip1,
		Ipoint &	ip2
	)

Function to measure the distance between 2 ipoints.

◆ InitRandomClusters()

void icl::cv::opensurf::Kmeans::InitRandomClusters ( int n )

Randomly distribute 'n' clusters.

◆ RepositionClusters()

void icl::cv::opensurf::Kmeans::RepositionClusters ( )

Calculate new cluster centers.

◆ Run()

void icl::cv::opensurf::Kmeans::Run	(	IpVec *	ipts,
		int	clusters,
		bool	init = `false`
	)

Do it all!

◆ SetIpoints()

void icl::cv::opensurf::Kmeans::SetIpoints ( IpVec * ipts )

Set the ipts to be used.

Member Data Documentation

◆ clusters

IpVec icl::cv::opensurf::Kmeans::clusters

Vector stores cluster centers.

◆ ipts

IpVec* icl::cv::opensurf::Kmeans::ipts

Vector stores ipoints for this run.

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

/Users/alneuman/vm/icl/ICLCV/src/ICLCV/OpenSurfLib.h

Public Member Functions

Public Attributes