Gaussian Class Reference

#include <gmm.h>

List of all members.

Public Member Functions
float	density (const GMMFloatPnt &x) const
void	deserialize (std::ifstream &fd)
void	dispparams () const
	Gaussian ()
GMMSigmaVal	GetSigma ()
float	mahal (const GMMFloatPnt &x) const
void	serialize (std::ofstream &fd) const
void	SetMean (const GMMFloatPnt &mean_val)
void	SetSigma (const GMMSigmaVal &gmm_sigma_val)
Static Public Member Functions
static GMMSigmaVal	returnFixedSigma (const float &sigma)
Public Attributes
cv::Mat	mat
GMMFloatPnt	mv
Static Public Attributes
static const float	MIN_GMM_VARIANCE = 0.0
Private Member Functions
void	adjustForPSD ()
void	adjustProbNorm ()
Private Attributes
cv::Mat	imat
double	prob_norm

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Detailed Description

Definition at line 31 of file gmm.h.

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Constructor & Destructor Documentation

Gaussian::Gaussian

(

)

[inline]

Definition at line 98 of file gmm.h.

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Member Function Documentation

void Gaussian::adjustForPSD

(

)

[inline, private]

Definition at line 42 of file gmm.h.

void Gaussian::adjustProbNorm

(

)

[inline, private]

Definition at line 37 of file gmm.h.

float Gaussian::density

(

const GMMFloatPnt &

x

)

const

Definition at line 4 of file gmm.cpp.

void Gaussian::deserialize

(

std::ifstream &

fd

)

Definition at line 59 of file gmm.cpp.

void Gaussian::dispparams

(

)

const [inline]

Definition at line 158 of file gmm.h.

GMMSigmaVal Gaussian::GetSigma

(

)

[inline]

Definition at line 115 of file gmm.h.

float Gaussian::mahal

(

const GMMFloatPnt &

x

)

const

Compute the mahalanobis distance between the given point x and the mean of the distribution

Parameters:

x	Sample point to evaluate

Returns:

Mahalanobis distance between x and mu, with Sigma

Definition at line 27 of file gmm.cpp.

static GMMSigmaVal Gaussian::returnFixedSigma

(

const float &

sigma

)

[inline, static]

Definition at line 175 of file gmm.h.

void Gaussian::serialize

(

std::ofstream &

fd

)

const

Definition at line 42 of file gmm.cpp.

void Gaussian::SetMean

(

const GMMFloatPnt &

mean_val

)

[inline]

Definition at line 111 of file gmm.h.

void Gaussian::SetSigma

(

const GMMSigmaVal &

gmm_sigma_val

)

[inline]

Definition at line 129 of file gmm.h.

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Member Data Documentation

cv::Mat Gaussian::imat [private]

Definition at line 33 of file gmm.h.

cv::Mat Gaussian::mat

Definition at line 96 of file gmm.h.

const float Gaussian::MIN_GMM_VARIANCE = 0.0 [static]

Definition at line 93 of file gmm.h.

GMMFloatPnt Gaussian::mv

Definition at line 95 of file gmm.h.

double Gaussian::prob_norm [private]

Definition at line 34 of file gmm.h.

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

• gmm.h
• gmm.cpp