Gaussian Class Reference

#include <MemoryX/libraries/helpers/EarlyVisionHelpers/Gaussian.h>

Public Types
using	covariance_type = Eigen::MatrixXd
using	samples_type = Eigen::MatrixXd
using	value_type = Eigen::VectorXd

Public Member Functions
value_type	drawSample ()
value_type	drawSampleDiagonalCovariance ()
double	evaluate (const value_type &point)
	Gaussian ()
	Gaussian (const Gaussian &prototype)
	Gaussian (const value_type &mean, const covariance_type &covariance)
	Gaussian (int dimension)
void	generateFromSamples (const samples_type &samples)
const covariance_type &	getCovariance () const
int	getDimensions () const
const value_type &	getMean () const
double	mahalanobis (const value_type &point)
Gaussian &	operator= (const Gaussian &prototype)
void	set (const Gaussian &prototype)
void	set (const value_type &mean, const covariance_type &cov)
void	setCovariance (const covariance_type &cov)
void	setMean (const value_type &mean)

Friends
std::ostream &	operator<< (std::ostream &stream, const Gaussian &rhs)

Member Typedef Documentation

covariance_type

using covariance_type = Eigen::MatrixXd

samples_type

using samples_type = Eigen::MatrixXd

value_type

using value_type = Eigen::VectorXd

Constructor & Destructor Documentation

Gaussian() [1/4]

Gaussian

(

)

Gaussian() [2/4]

Gaussian

(

int

dimension

)

Gaussian() [3/4]

Gaussian

(

const Gaussian &

prototype

)

Gaussian() [4/4]

Gaussian	(	const value_type &	mean,
		const covariance_type &	covariance )

Member Function Documentation

drawSample()

Gaussian::value_type drawSample

(

)

drawSampleDiagonalCovariance()

Gaussian::value_type drawSampleDiagonalCovariance

(

)

evaluate()

double evaluate

(

const value_type &

point

)

generateFromSamples()

void generateFromSamples

(

const samples_type &

samples

)

getCovariance()

const covariance_type & getCovariance ( ) const

inline

getDimensions()

int getDimensions ( ) const

inline

getMean()

const value_type & getMean ( ) const

inline

mahalanobis()

double mahalanobis

(

const value_type &

point

)

operator=()

Gaussian & operator= ( const Gaussian & prototype )

inline

set() [1/2]

void set

(

const Gaussian &

prototype

)

set() [2/2]

void set	(	const value_type &	mean,
		const covariance_type &	cov )

setCovariance()

void setCovariance

(

const covariance_type &

cov

)

setMean()

void setMean

(

const value_type &

mean

)

Friends And Related Symbol Documentation

operator<<

std::ostream & operator<< ( std::ostream & stream, const Gaussian & rhs )

friend

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

• MemoryX/libraries/helpers/EarlyVisionHelpers/Gaussian.h
• MemoryX/libraries/helpers/EarlyVisionHelpers/Gaussian.cpp