Describes a region or a cluster (group of regions with similar properties) to be used by ISOSeg method. More...

#include <ClassifierISOSegStrategy.h>

Public Member Functions
double	getBhattacharyyaDistance (Pattern const *const p) const
	Returns the Bhattacharyya distance between two patterns. More...

double	getMahalanobisDistance (Pattern const *const p) const
	Returns the Mahalanobis distance between two patterns. More...

bool	operator< (const Pattern &rhs) const

Pattern &	operator= (const Pattern &rhs)

bool	operator== (const Pattern &rhs) const
	Return true if two clusters are equal. More...

	Pattern ()

	Pattern (int i, double a, std::vector< double > mv, boost::numeric::ublas::matrix< double > cm)
	Constructor. More...

	Pattern (const Pattern &rhs)
	Copy constructor. More...

void	reset ()
	Reset to initial state. More...

	~Pattern ()

Public Attributes
double	m_area
	The area of all regions inside a pattern. More...

boost::numeric::ublas::matrix< double >	m_covarianceInversion
	The inversion of covariance matrix between bands. More...

boost::numeric::ublas::matrix< double >	m_covarianceMatrix
	The covariance matrix between bands. More...

double	m_covarianceMatrixDet
	The covariance matrix determinant. More...

int	m_id
	The id of the region of the pattern. More...

std::vector< double >	m_meanVector
	The vector of mean values, 1 value per band;. More...

Pattern *	m_myCluster
	The associated cluster of this pattern (optional). More...

Protected Attributes
unsigned int	m_getBhattacharyyaDistance_bandIdx

boost::numeric::ublas::matrix< double >	m_getBhattacharyyaDistance_covsMege

double	m_getBhattacharyyaDistance_covsMegeDet

boost::numeric::ublas::matrix< double >	m_getBhattacharyyaDistance_covsMegeInv

boost::numeric::ublas::matrix< double >	m_getBhattacharyyaDistance_distanceTerm1

double	m_getBhattacharyyaDistance_distanceValue

boost::numeric::ublas::matrix< double >	m_getBhattacharyyaDistance_meansDif

unsigned int	m_getBhattacharyyaDistance_nBands

Detailed Description

Describes a region or a cluster (group of regions with similar properties) to be used by ISOSeg method.

Definition at line 116 of file ClassifierISOSegStrategy.h.

Constructor & Destructor Documentation

◆ Pattern() [1/3]

te::rp::ClassifierISOSegStrategy::Pattern::Pattern ( )

◆ Pattern() [2/3]

te::rp::ClassifierISOSegStrategy::Pattern::Pattern	(	int	i,
		double	a,
		std::vector< double >	mv,
		boost::numeric::ublas::matrix< double >	cm
	)

Constructor.

Parameters

i	The id of the initial region.
a	The area of the region.
mv	The vector of mean values, 1 value per band.
cm	The covariance matrix between bands.

◆ Pattern() [3/3]

te::rp::ClassifierISOSegStrategy::Pattern::Pattern ( const Pattern & rhs )

Copy constructor.

Parameters

rhs	The right-hand-side copy that would be used to copy from.

◆ ~Pattern()

te::rp::ClassifierISOSegStrategy::Pattern::~Pattern ( )

Member Function Documentation

◆ getBhattacharyyaDistance()

double te::rp::ClassifierISOSegStrategy::Pattern::getBhattacharyyaDistance ( Pattern const *const p ) const

Returns the Bhattacharyya distance between two patterns.

Note: Returns std::numeric_limits< double >::max() on errors.

◆ getMahalanobisDistance()

double te::rp::ClassifierISOSegStrategy::Pattern::getMahalanobisDistance ( Pattern const *const p ) const

Returns the Mahalanobis distance between two patterns.

◆ operator<()

bool te::rp::ClassifierISOSegStrategy::Pattern::operator< ( const Pattern & rhs ) const

◆ operator=()

Pattern& te::rp::ClassifierISOSegStrategy::Pattern::operator= ( const Pattern & rhs )

◆ operator==()

bool te::rp::ClassifierISOSegStrategy::Pattern::operator== ( const Pattern & rhs ) const

Return true if two clusters are equal.

◆ reset()

void te::rp::ClassifierISOSegStrategy::Pattern::reset ( )

Reset to initial state.

Member Data Documentation

◆ m_area

double te::rp::ClassifierISOSegStrategy::Pattern::m_area

The area of all regions inside a pattern.

Definition at line 166 of file ClassifierISOSegStrategy.h.

◆ m_covarianceInversion

boost::numeric::ublas::matrix<double> te::rp::ClassifierISOSegStrategy::Pattern::m_covarianceInversion

The inversion of covariance matrix between bands.

Definition at line 170 of file ClassifierISOSegStrategy.h.

◆ m_covarianceMatrix

boost::numeric::ublas::matrix<double> te::rp::ClassifierISOSegStrategy::Pattern::m_covarianceMatrix

The covariance matrix between bands.

Definition at line 169 of file ClassifierISOSegStrategy.h.

◆ m_covarianceMatrixDet

double te::rp::ClassifierISOSegStrategy::Pattern::m_covarianceMatrixDet

The covariance matrix determinant.

Definition at line 167 of file ClassifierISOSegStrategy.h.

◆ m_getBhattacharyyaDistance_bandIdx

unsigned int te::rp::ClassifierISOSegStrategy::Pattern::m_getBhattacharyyaDistance_bandIdx

mutableprotected

Definition at line 176 of file ClassifierISOSegStrategy.h.

◆ m_getBhattacharyyaDistance_covsMege

boost::numeric::ublas::matrix<double> te::rp::ClassifierISOSegStrategy::Pattern::m_getBhattacharyyaDistance_covsMege

mutableprotected

Definition at line 180 of file ClassifierISOSegStrategy.h.

◆ m_getBhattacharyyaDistance_covsMegeDet

double te::rp::ClassifierISOSegStrategy::Pattern::m_getBhattacharyyaDistance_covsMegeDet

mutableprotected

Definition at line 177 of file ClassifierISOSegStrategy.h.

◆ m_getBhattacharyyaDistance_covsMegeInv

boost::numeric::ublas::matrix<double> te::rp::ClassifierISOSegStrategy::Pattern::m_getBhattacharyyaDistance_covsMegeInv

mutableprotected

Definition at line 181 of file ClassifierISOSegStrategy.h.

◆ m_getBhattacharyyaDistance_distanceTerm1

boost::numeric::ublas::matrix<double> te::rp::ClassifierISOSegStrategy::Pattern::m_getBhattacharyyaDistance_distanceTerm1

mutableprotected

Definition at line 182 of file ClassifierISOSegStrategy.h.

◆ m_getBhattacharyyaDistance_distanceValue

double te::rp::ClassifierISOSegStrategy::Pattern::m_getBhattacharyyaDistance_distanceValue

mutableprotected

Definition at line 178 of file ClassifierISOSegStrategy.h.

◆ m_getBhattacharyyaDistance_meansDif

boost::numeric::ublas::matrix<double> te::rp::ClassifierISOSegStrategy::Pattern::m_getBhattacharyyaDistance_meansDif

mutableprotected

Definition at line 179 of file ClassifierISOSegStrategy.h.

◆ m_getBhattacharyyaDistance_nBands

unsigned int te::rp::ClassifierISOSegStrategy::Pattern::m_getBhattacharyyaDistance_nBands

mutableprotected

Definition at line 175 of file ClassifierISOSegStrategy.h.

◆ m_id

int te::rp::ClassifierISOSegStrategy::Pattern::m_id

The id of the region of the pattern.

Definition at line 164 of file ClassifierISOSegStrategy.h.

◆ m_meanVector

std::vector<double> te::rp::ClassifierISOSegStrategy::Pattern::m_meanVector

The vector of mean values, 1 value per band;.

Definition at line 168 of file ClassifierISOSegStrategy.h.

◆ m_myCluster

Pattern* te::rp::ClassifierISOSegStrategy::Pattern::m_myCluster

The associated cluster of this pattern (optional).

Definition at line 165 of file ClassifierISOSegStrategy.h.

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

/home/castejon/castejon_files/develop/terralib5/git_master/src/terralib/rp/ClassifierISOSegStrategy.h

Public Member Functions

Public Attributes

Protected Attributes

Detailed Description

Constructor & Destructor Documentation

◆ Pattern() [1/3]

◆ Pattern() [2/3]

◆ Pattern() [3/3]

◆ ~Pattern()

Member Function Documentation

◆ getBhattacharyyaDistance()

◆ getMahalanobisDistance()

◆ operator<()

◆ operator=()

◆ operator==()

◆ reset()

Member Data Documentation

◆ m_area

◆ m_covarianceInversion

◆ m_covarianceMatrix

◆ m_covarianceMatrixDet

◆ m_getBhattacharyyaDistance_bandIdx

◆ m_getBhattacharyyaDistance_covsMege

◆ m_getBhattacharyyaDistance_covsMegeDet

◆ m_getBhattacharyyaDistance_covsMegeInv

◆ m_getBhattacharyyaDistance_distanceTerm1

◆ m_getBhattacharyyaDistance_distanceValue

◆ m_getBhattacharyyaDistance_meansDif

◆ m_getBhattacharyyaDistance_nBands

◆ m_id

◆ m_meanVector

◆ m_myCluster