te::rp::ClassifierISOSegStrategy::Pattern Class Reference

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

(

)

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.

te::rp::ClassifierISOSegStrategy::Pattern::Pattern

(

const Pattern &

rhs

)

Copy constructor.

Parameters

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

te::rp::ClassifierISOSegStrategy::Pattern::~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.

double te::rp::ClassifierISOSegStrategy::Pattern::getMahalanobisDistance

(

Pattern const *const

p

)

const

Returns the Mahalanobis distance between two patterns.

bool te::rp::ClassifierISOSegStrategy::Pattern::operator<

(

const Pattern &

rhs

)

const

Pattern& te::rp::ClassifierISOSegStrategy::Pattern::operator=

(

const Pattern &

rhs

)

bool te::rp::ClassifierISOSegStrategy::Pattern::operator==

(

const Pattern &

rhs

)

const

Return true if two clusters are equal.

void te::rp::ClassifierISOSegStrategy::Pattern::reset

(

)

Reset to initial state.

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.

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.

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

The covariance matrix between bands.

Definition at line 169 of file ClassifierISOSegStrategy.h.

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

The covariance matrix determinant.

Definition at line 167 of file ClassifierISOSegStrategy.h.

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

mutableprotected

Definition at line 176 of file ClassifierISOSegStrategy.h.

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

mutableprotected

Definition at line 180 of file ClassifierISOSegStrategy.h.

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

mutableprotected

Definition at line 177 of file ClassifierISOSegStrategy.h.

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

mutableprotected

Definition at line 181 of file ClassifierISOSegStrategy.h.

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

mutableprotected

Definition at line 182 of file ClassifierISOSegStrategy.h.

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

mutableprotected

Definition at line 178 of file ClassifierISOSegStrategy.h.

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

mutableprotected

Definition at line 179 of file ClassifierISOSegStrategy.h.

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

mutableprotected

Definition at line 175 of file ClassifierISOSegStrategy.h.

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

The id of the region of the pattern.

Definition at line 164 of file ClassifierISOSegStrategy.h.

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.

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

The associated cluster of this pattern (optional).

Definition at line 165 of file ClassifierISOSegStrategy.h.

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

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