#include <ufuzzypixel.h>

Inheritance diagram for UFuzzyPixel:

Public Member Functions
virtual bool	addCovariance (int clust, double m, UMatrix mF, UMatrix mV, double *membSum)

virtual bool	addPosition (int clust, double m, UMatrix mAvg, double membSum)

virtual int	getClass (int clustCnt)

virtual int	getMaxClusterCnt ()

virtual double	getMembValue (int clust)

virtual double	getMembValueChange (int clustCnt)

virtual int	getVectorSize ()

virtual void	print (const char *prestring, int clustCnt)

virtual void	seedRandom (int clustCnt)

virtual bool	setDistance (int clust, UMatrix mAi, UMatrix mV)

virtual void	setMembValue (double value, int clust)

void	setPixel (UPixel *pixRef)

	UFuzzyPixel ()

virtual void	updateMembValue (double m, int clustCnt)

	~UFuzzyPixel ()

Public Member Functions inherited from UFuzzyElement
	UFuzzyElement ()

virtual	~UFuzzyElement ()

Protected Attributes
double	d [MAX_CLUSTER_CNT]

double	mu1 [MAX_CLUSTER_CNT]

double	mu2 [MAX_CLUSTER_CNT]

UPixel *	pix

Static Protected Attributes
static const int	MAX_CLUSTER_CNT = 4

Detailed Description

Fuzzy classification of pixel colour

Author: Christian Andersen

Constructor & Destructor Documentation

UFuzzyPixel::UFuzzyPixel ( )

Constructor

References MAX_CLUSTER_CNT, mu1, and mu2.

UFuzzyPixel::~UFuzzyPixel ( )

Destructor

Member Function Documentation

bool UFuzzyPixel::addCovariance	(	int	clust,
		double	m,
		UMatrix *	mF,
		UMatrix *	mV,
		double *	membSum
	)

virtual

Add the squared distance from this cluster center weighted with the membership value, and add membership value to 'membSum'. weight and membership value must be raised to power m. If 'clust' < 0, then membershib is set to 1.0.

Reimplemented from UFuzzyElement.

References UMatrix::add(), UMatrix::getData(), mu1, UMatrix::mult(), UPixel::p1, UPixel::p2, UPixel::p3, pix, and UMatrix::setSize().

Referenced by getMembValue().

bool UFuzzyPixel::addPosition	(	int	clust,
		double	m,
		UMatrix *	mAvg,
		double *	membSum
	)

virtual

Add Position vector to this vector, veightet with the membership value to power m. Add the membership value (to power m) to membSum. Returns false if an error is detected. If 'clust' < 0, then membershib is set to 1.0.

Reimplemented from UFuzzyElement.

References UMatrix::getData(), mu1, UPixel::p1, UPixel::p2, UPixel::p3, and pix.

Referenced by getMembValue().

int UFuzzyPixel::getClass ( int clustCnt )

virtual

Get class for this element

Reimplemented from UFuzzyElement.

References mu1.

Referenced by getMembValue(), and print().

int UFuzzyPixel::getMaxClusterCnt ( )

virtual

Get maximum number of clusters this element type can be split into

Reimplemented from UFuzzyElement.

References MAX_CLUSTER_CNT.

Referenced by getMembValue().

virtual double UFuzzyPixel::getMembValue ( int clust )

inlinevirtual

Get membership value of cluster 'cluster'

Reimplemented from UFuzzyElement.

References addCovariance(), addPosition(), getClass(), getMaxClusterCnt(), getMembValueChange(), getVectorSize(), mu1, seedRandom(), setDistance(), setMembValue(), and updateMembValue().

double UFuzzyPixel::getMembValueChange ( int clustCnt )

virtual

Get membership change value from last iteration

Reimplemented from UFuzzyElement.

References getVectorSize(), mu1, mu2, and sqr().

Referenced by getMembValue().

int UFuzzyPixel::getVectorSize ( )

virtual

Get vector size of element position

Reimplemented from UFuzzyElement.

Referenced by getMembValue(), and getMembValueChange().

void UFuzzyPixel::print	(	const char *	prestring,
		int	clustCnt
	)

virtual

Print values

Reimplemented from UFuzzyElement.

References d, getClass(), mu1, UPixel::p1, UPixel::p2, UPixel::p3, and pix.

Referenced by UClientFuncImgGui::doFuzzyClassify(), and setPixel().

void UFuzzyPixel::seedRandom ( int clustCnt )

virtual

Seet the element with random membership values

Reimplemented from UFuzzyElement.

References mu1.

Referenced by getMembValue().

bool UFuzzyPixel::setDistance	(	int	clust,
		UMatrix *	mAi,
		UMatrix *	mV
	)

virtual

Set distance to cluster 'cluster'. Returns false if parameter errors were found.

Reimplemented from UFuzzyElement.

References d, UMatrix::get(), UMatrix::getData(), UPixel::p1, UPixel::p2, UPixel::p3, pix, and UMatrix::setSize().

Referenced by getMembValue().

void UFuzzyPixel::setMembValue	(	double	value,
		int	clust
	)

virtual

Set membership value for a cluster

Reimplemented from UFuzzyElement.

References mu1.

Referenced by getMembValue().

void UFuzzyPixel::setPixel ( UPixel * pixRef )

inline

Set pixel value

References pix, and print().

Referenced by UClientFuncImgGui::doFuzzyClassify(), UClientFuncImgGui::getPixelClass(), UFuncFz::getPixelClass(), UFuncFz::initializeClassesFromLine(), UFuncFz::loadNewImage(), testFuzzySplit(), and testFuzzySplit2().

void UFuzzyPixel::updateMembValue	(	double	m,
		int	clustCnt
	)

virtual

Update participation value based on distance to cluset and this weight exponent value (e.g. 1.3), must be > 1.0. Returns false if there is calculation errors.

Reimplemented from UFuzzyElement.

References d, mu1, and mu2.

Referenced by getMembValue().