aims::DiscriminantAnalysis< T > Class Template Reference

#include <aims/math/discriminantanalysis.h>

Public Member Functions
	DiscriminantAnalysis (const carto::rc_ptr< carto::Volume< T > > &data, const std::vector< std::list< Point3d > > &classes, int significantEV=-1, const std::vector< double > &PIj=std::vector< double >())
	~DiscriminantAnalysis ()
std::vector< double >	posteriorProbabilities (const carto::rc_ptr< carto::Volume< double > > &x, double px)
std::vector< double >	andersonScores (const carto::rc_ptr< carto::Volume< double > > &x)
int	affectedTo (const carto::rc_ptr< carto::Volume< double > > &x)
bool	classification (const carto::rc_ptr< carto::Volume< T > > &dynamicImage, const carto::rc_ptr< carto::Volume< byte > > &mask, carto::rc_ptr< carto::Volume< short > > &segmented)
bool	fuzzyClassification (const carto::rc_ptr< carto::Volume< T > > &dynamicImage, const carto::rc_ptr< carto::Volume< byte > > &mask, carto::rc_ptr< carto::Volume< float > > &fuzzySegmented, const carto::rc_ptr< carto::Volume< double > > &indivPriorProbabilities=carto::rc_ptr< carto::Volume< double > >())

Detailed Description

template<class T>
class aims::DiscriminantAnalysis< T >

Definition at line 99 of file discriminantanalysis.h.

Constructor & Destructor Documentation

DiscriminantAnalysis()

template<class T>

aims::DiscriminantAnalysis< T >::DiscriminantAnalysis	(	const carto::rc_ptr< carto::Volume< T > > &	data,
		const std::vector< std::list< Point3d > > &	classes,
		int	significantEV = -1,
		const std::vector< double > &	PIj = std::vector<double>() )

Definition at line 319 of file discriminantanalysis_d.h.

~DiscriminantAnalysis()

template<class T>

aims::DiscriminantAnalysis< T >::~DiscriminantAnalysis ( )

inline

Definition at line 107 of file discriminantanalysis.h.

Member Function Documentation

affectedTo()

template<class T>

int aims::DiscriminantAnalysis< T >::affectedTo

(

const carto::rc_ptr< carto::Volume< double > > &

x

)

Definition at line 393 of file discriminantanalysis_d.h.

Referenced by classification().

andersonScores()

template<class T>

std::vector< double > aims::DiscriminantAnalysis< T >::andersonScores

(

const carto::rc_ptr< carto::Volume< double > > &

x

)

Definition at line 375 of file discriminantanalysis_d.h.

classification()

template<class T>

bool aims::DiscriminantAnalysis< T >::classification	(	const carto::rc_ptr< carto::Volume< T > > &	dynamicImage,
		const carto::rc_ptr< carto::Volume< byte > > &	mask,
		carto::rc_ptr< carto::Volume< short > > &	segmented )

Definition at line 414 of file discriminantanalysis_d.h.

References affectedTo(), carto::VolumeRef< typename T >::at(), and aims::mask().

fuzzyClassification()

template<class T>

bool aims::DiscriminantAnalysis< T >::fuzzyClassification	(	const carto::rc_ptr< carto::Volume< T > > &	dynamicImage,
		const carto::rc_ptr< carto::Volume< byte > > &	mask,
		carto::rc_ptr< carto::Volume< float > > &	fuzzySegmented,
		const carto::rc_ptr< carto::Volume< double > > &	indivPriorProbabilities = carto::rc_ptr<carto::Volume<double> >() )

Definition at line 455 of file discriminantanalysis_d.h.

References carto::VolumeRef< typename T >::at(), aims::mask(), and posteriorProbabilities().

posteriorProbabilities()

template<class T>

std::vector< double > aims::DiscriminantAnalysis< T >::posteriorProbabilities	(	const carto::rc_ptr< carto::Volume< double > > &	x,
		double	px )

Definition at line 364 of file discriminantanalysis_d.h.

Referenced by fuzzyClassification().

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

• aims/math/discriminantanalysis.h
• aims/math/discriminantanalysis_d.h