OpenCV  3.3.1-dev
Open Source Computer Vision
Public Member Functions | Protected Member Functions | Protected Attributes | List of all members
cv::BaseClassifier Class Reference

#include "onlineBoosting.hpp"

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::BaseClassifier::BaseClassifier ( int  numWeakClassifier,
int  iterationInit 
)

§ BaseClassifier() [2/2]

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

§ ~BaseClassifier()

virtual cv::BaseClassifier::~BaseClassifier ( )
virtual

Member Function Documentation

§ computeReplaceWeakestClassifier()

int cv::BaseClassifier::computeReplaceWeakestClassifier ( const std::vector< float > &  errors)

§ eval()

int cv::BaseClassifier::eval ( const Mat image)

§ generateRandomClassifier()

void cv::BaseClassifier::generateRandomClassifier ( )
protected

§ getError()

float cv::BaseClassifier::getError ( int  curWeakClassifier)

§ getErrors()

void cv::BaseClassifier::getErrors ( float *  errors)

§ getIdxOfNewWeakClassifier()

int cv::BaseClassifier::getIdxOfNewWeakClassifier ( )
inline

§ getReferenceWeakClassifier()

WeakClassifierHaarFeature** cv::BaseClassifier::getReferenceWeakClassifier ( )
inline

§ getSelectedClassifier()

int cv::BaseClassifier::getSelectedClassifier ( ) const

§ replaceClassifierStatistic()

void cv::BaseClassifier::replaceClassifierStatistic ( int  sourceIndex,
int  targetIndex 
)

§ replaceWeakClassifier()

void cv::BaseClassifier::replaceWeakClassifier ( int  index)

§ selectBestClassifier()

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

§ trainClassifier()

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

Member Data Documentation

§ m_idxOfNewWeakClassifier

int cv::BaseClassifier::m_idxOfNewWeakClassifier
protected

§ m_iterationInit

int cv::BaseClassifier::m_iterationInit
protected

§ m_numWeakClassifier

int cv::BaseClassifier::m_numWeakClassifier
protected

§ m_referenceWeakClassifier

bool cv::BaseClassifier::m_referenceWeakClassifier
protected

§ m_selectedClassifier

int cv::BaseClassifier::m_selectedClassifier
protected

§ m_wCorrect

std::vector<float> cv::BaseClassifier::m_wCorrect
protected

§ m_wWrong

std::vector<float> cv::BaseClassifier::m_wWrong
protected

§ weakClassifier

WeakClassifierHaarFeature** cv::BaseClassifier::weakClassifier
protected

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