GMM Class Reference

List of all members.

Public Member Functions
void	addSample (int ci, Vec3f color)
void	endLearning ()
	GMM (Mat &_model)
void	initLearning ()
float	operator() (int ci, Vec3f color) const
float	operator() (Vec3f color) const
int	whichComponent (Vec3f color) const
Static Public Attributes
static const int	componentsCount = 5
Private Member Functions
void	calcInverseCovAndDeterm (int ci)
Private Attributes
float *	coefs
float *	cov
float	covDeterms [componentsCount]
float	inverseCovs [componentsCount][3][3]
float *	mean
Mat	model
float	prods [componentsCount][3][3]
int	sampleCounts [componentsCount]
float	sums [componentsCount][3]
int	totalSampleCount

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Detailed Description

Definition at line 60 of file grabcut_3d.cpp.

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Constructor & Destructor Documentation

GMM::GMM

(

Mat &

_model

)

Definition at line 89 of file grabcut_3d.cpp.

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Member Function Documentation

void GMM::addSample	(	int	ci,
		Vec3f	color
	)

Definition at line 168 of file grabcut_3d.cpp.

void GMM::calcInverseCovAndDeterm

(

int

ci

)

[private]

Definition at line 202 of file grabcut_3d.cpp.

void GMM::endLearning

(

)

Definition at line 178 of file grabcut_3d.cpp.

void GMM::initLearning

(

)

Definition at line 155 of file grabcut_3d.cpp.

float GMM::operator()	(	int	ci,
		Vec3f	color
	)			const

Definition at line 119 of file grabcut_3d.cpp.

float GMM::operator()

(

Vec3f

color

)

const

Definition at line 111 of file grabcut_3d.cpp.

int GMM::whichComponent

(

Vec3f

color

)

const

Definition at line 138 of file grabcut_3d.cpp.

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Member Data Documentation

float* GMM::coefs [private]

Definition at line 76 of file grabcut_3d.cpp.

const int GMM::componentsCount = 5 [static]

Definition at line 63 of file grabcut_3d.cpp.

float* GMM::cov [private]

Definition at line 78 of file grabcut_3d.cpp.

float GMM::covDeterms[componentsCount] [private]

Definition at line 81 of file grabcut_3d.cpp.

float GMM::inverseCovs[componentsCount][3][3] [private]

Definition at line 80 of file grabcut_3d.cpp.

float* GMM::mean [private]

Definition at line 77 of file grabcut_3d.cpp.

Mat GMM::model [private]

Definition at line 75 of file grabcut_3d.cpp.

float GMM::prods[componentsCount][3][3] [private]

Definition at line 84 of file grabcut_3d.cpp.

int GMM::sampleCounts[componentsCount] [private]

Definition at line 85 of file grabcut_3d.cpp.

float GMM::sums[componentsCount][3] [private]

Definition at line 83 of file grabcut_3d.cpp.

int GMM::totalSampleCount [private]

Definition at line 86 of file grabcut_3d.cpp.

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

• grabcut_3d.cpp