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

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

Definition at line 109 of file ClassifierISOSegStrategy.cpp.

References te::rp::ClassifierISOSegStrategy::Parameters::reset().

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.

Definition at line 114 of file ClassifierISOSegStrategy.cpp.

References te::common::GetDeterminant(), te::common::GetInverseMatrix(), m_covarianceInversion, m_covarianceMatrix, and m_covarianceMatrixDet.

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

Copy constructor.

Parameters

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

Definition at line 131 of file ClassifierISOSegStrategy.cpp.

References operator=(), and ~Pattern().

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

default

Referenced by Pattern().

Member Function Documentation

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.

Definition at line 164 of file ClassifierISOSegStrategy.cpp.

References te::common::GetDeterminant(), te::common::GetInverseMatrix(), 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, and m_meanVector.

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

Returns the Mahalanobis distance between two patterns.

Definition at line 138 of file ClassifierISOSegStrategy.cpp.

References m_covarianceInversion, and m_meanVector.

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

Definition at line 256 of file ClassifierISOSegStrategy.cpp.

References m_area.

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

Definition at line 243 of file ClassifierISOSegStrategy.cpp.

References m_area, m_covarianceInversion, m_covarianceMatrix, m_covarianceMatrixDet, m_id, m_meanVector, and m_myCluster.

Referenced by Pattern().

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

Return true if two clusters are equal.

Definition at line 235 of file ClassifierISOSegStrategy.cpp.

References m_id, and m_myCluster.

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

Reset to initial state.

Definition at line 261 of file ClassifierISOSegStrategy.cpp.

References m_area, m_covarianceInversion, m_covarianceMatrix, m_covarianceMatrixDet, m_id, m_meanVector, and m_myCluster.

Referenced by te::rp::ClassifierISOSegStrategy::execute().

Member Data Documentation

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

The area of all regions inside a pattern.

Definition at line 166 of file ClassifierISOSegStrategy.h.

Referenced by operator<(), operator=(), and reset().

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.

Referenced by getMahalanobisDistance(), operator=(), Pattern(), and reset().

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

The covariance matrix between bands.

Definition at line 169 of file ClassifierISOSegStrategy.h.

Referenced by getBhattacharyyaDistance(), operator=(), Pattern(), and reset().

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

The covariance matrix determinant.

Definition at line 167 of file ClassifierISOSegStrategy.h.

Referenced by getBhattacharyyaDistance(), operator=(), Pattern(), and reset().

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

mutableprotected

Definition at line 176 of file ClassifierISOSegStrategy.h.

Referenced by getBhattacharyyaDistance().

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

mutableprotected

Definition at line 180 of file ClassifierISOSegStrategy.h.

Referenced by getBhattacharyyaDistance().

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

mutableprotected

Definition at line 177 of file ClassifierISOSegStrategy.h.

Referenced by getBhattacharyyaDistance().

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

mutableprotected

Definition at line 181 of file ClassifierISOSegStrategy.h.

Referenced by getBhattacharyyaDistance().

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

mutableprotected

Definition at line 182 of file ClassifierISOSegStrategy.h.

Referenced by getBhattacharyyaDistance().

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

mutableprotected

Definition at line 178 of file ClassifierISOSegStrategy.h.

Referenced by getBhattacharyyaDistance().

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

mutableprotected

Definition at line 179 of file ClassifierISOSegStrategy.h.

Referenced by getBhattacharyyaDistance().

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

mutableprotected

Definition at line 175 of file ClassifierISOSegStrategy.h.

Referenced by getBhattacharyyaDistance().

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

The id of the region of the pattern.

Definition at line 164 of file ClassifierISOSegStrategy.h.

Referenced by operator=(), operator==(), and reset().

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.

Referenced by getBhattacharyyaDistance(), getMahalanobisDistance(), operator=(), and reset().

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

The associated cluster of this pattern (optional).

Definition at line 165 of file ClassifierISOSegStrategy.h.

Referenced by te::rp::ClassifierISOSegStrategy::execute(), operator=(), operator==(), and reset().

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

Public Member Functions

Public Attributes

Protected Attributes

Detailed Description

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation