cv::detail::tracking::online_boosting::BaseClassifier Class Reference

#include <opencv2/tracking/onlineBoosting.hpp>

Collaboration diagram for cv::detail::tracking::online_boosting::BaseClassifier:

Public Member Functions
	BaseClassifier (int numWeakClassifier, int iterationInit)
	BaseClassifier (int numWeakClassifier, int iterationInit, WeakClassifierHaarFeature **weakCls)
virtual	~BaseClassifier ()
int	computeReplaceWeakestClassifier (const std::vector< float > &errors)
int	eval (const Mat &image)
float	getError (int curWeakClassifier)
void	getErrors (float *errors)
int	getIdxOfNewWeakClassifier ()
WeakClassifierHaarFeature **	getReferenceWeakClassifier ()
int	getSelectedClassifier () const
void	replaceClassifierStatistic (int sourceIndex, int targetIndex)
void	replaceWeakClassifier (int index)
int	selectBestClassifier (std::vector< bool > &errorMask, float importance, std::vector< float > &errors)
void	trainClassifier (const Mat &image, int target, float importance, std::vector< bool > &errorMask)

Protected Member Functions
void	generateRandomClassifier ()

Protected Attributes
int	m_idxOfNewWeakClassifier
int	m_iterationInit
int	m_numWeakClassifier
bool	m_referenceWeakClassifier
int	m_selectedClassifier
std::vector< float >	m_wCorrect
std::vector< float >	m_wWrong
WeakClassifierHaarFeature **	weakClassifier

Constructor & Destructor Documentation

BaseClassifier() [1/2]

cv::detail::tracking::online_boosting::BaseClassifier::BaseClassifier	(	int	numWeakClassifier,
		int	iterationInit )

BaseClassifier() [2/2]

cv::detail::tracking::online_boosting::BaseClassifier::BaseClassifier	(	int	numWeakClassifier,
		int	iterationInit,
		WeakClassifierHaarFeature **	weakCls )

~BaseClassifier()

virtual cv::detail::tracking::online_boosting::BaseClassifier::~BaseClassifier ( )

virtual

Member Function Documentation

computeReplaceWeakestClassifier()

int cv::detail::tracking::online_boosting::BaseClassifier::computeReplaceWeakestClassifier

(

const std::vector< float > &

errors

)

eval()

int cv::detail::tracking::online_boosting::BaseClassifier::eval

(

const Mat &

image

)

generateRandomClassifier()

void cv::detail::tracking::online_boosting::BaseClassifier::generateRandomClassifier ( )

protected

getError()

float cv::detail::tracking::online_boosting::BaseClassifier::getError

(

int

curWeakClassifier

)

getErrors()

void cv::detail::tracking::online_boosting::BaseClassifier::getErrors

(

float *

errors

)

getIdxOfNewWeakClassifier()

int cv::detail::tracking::online_boosting::BaseClassifier::getIdxOfNewWeakClassifier ( )

inline

getReferenceWeakClassifier()

WeakClassifierHaarFeature ** cv::detail::tracking::online_boosting::BaseClassifier::getReferenceWeakClassifier ( )

inline

getSelectedClassifier()

int cv::detail::tracking::online_boosting::BaseClassifier::getSelectedClassifier

(

)

const

replaceClassifierStatistic()

void cv::detail::tracking::online_boosting::BaseClassifier::replaceClassifierStatistic	(	int	sourceIndex,
		int	targetIndex )

replaceWeakClassifier()

void cv::detail::tracking::online_boosting::BaseClassifier::replaceWeakClassifier

(

int

index

)

selectBestClassifier()

int cv::detail::tracking::online_boosting::BaseClassifier::selectBestClassifier	(	std::vector< bool > &	errorMask,
		float	importance,
		std::vector< float > &	errors )

trainClassifier()

void cv::detail::tracking::online_boosting::BaseClassifier::trainClassifier	(	const Mat &	image,
		int	target,
		float	importance,
		std::vector< bool > &	errorMask )

Member Data Documentation

m_idxOfNewWeakClassifier

int cv::detail::tracking::online_boosting::BaseClassifier::m_idxOfNewWeakClassifier

protected

m_iterationInit

int cv::detail::tracking::online_boosting::BaseClassifier::m_iterationInit

protected

m_numWeakClassifier

int cv::detail::tracking::online_boosting::BaseClassifier::m_numWeakClassifier

protected

m_referenceWeakClassifier

bool cv::detail::tracking::online_boosting::BaseClassifier::m_referenceWeakClassifier

protected

m_selectedClassifier

int cv::detail::tracking::online_boosting::BaseClassifier::m_selectedClassifier

protected

m_wCorrect

std::vector<float> cv::detail::tracking::online_boosting::BaseClassifier::m_wCorrect

protected

m_wWrong

std::vector<float> cv::detail::tracking::online_boosting::BaseClassifier::m_wWrong

protected

weakClassifier

WeakClassifierHaarFeature** cv::detail::tracking::online_boosting::BaseClassifier::weakClassifier

protected

---

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

• opencv2/tracking/onlineBoosting.hpp