A Multi-Class Classifier based on a Feature Extractor policy. More...

Inherits FeatureExtractor, and MultiClassPolicy.

Public Member Functions
	MultiClassClassifier (int n_classes)

const char *	str () const
	return the "feature" name (for debug purpose)

template<class D1 , class D2 >
void	classify (int *response, const D1 d1, const D2 d2) const

template<class D1 >
void	classify (int *response, const D1 d1) const

template<class D1 , class D2 >
void	operator() (int *response, const D1 d1, const D2 d2) const
	classify wrapper. More...

void	rescale (float sx, float sy)
	this function permits to change the geometry of haar feature: integral value should be used

template<class FeatureType >
bool	export_features (std::vector< FeatureType > &out) const

Static Public Member Functions
static std::string	signature ()
	signature name is the name of provider (for simplicity)

Static Public Attributes
static const ClassifierType	Type = DicreteClassifier
	DecisionStump is a DiscreteClassifier.

Detailed Description

A Multi-Class Classifier based on a Feature Extractor policy.

Member Function Documentation

template<class FeatureExtractor, class MultiClassPolicy>

template<class D1 , class D2 >

void MultiClassClassifier< FeatureExtractor, MultiClassPolicy >::classify	(	int *	response,
		const D1	d1,
		const D2	d2
	)		const

inline

Classify using a Decision Stump on FeatureExtractor response

Returns: {-1,+1), for example: true (+1) pedestrian, -1 non-pedestrian if parity=1 then +1 is returned if v < th, -1 otherwise ( v >= th ) if parity=-1 then +1 is returned if v > th, -1 otherwise ( v <= th )

template<class FeatureExtractor, class MultiClassPolicy>

template<class D1 >

void MultiClassClassifier< FeatureExtractor, MultiClassPolicy >::classify	(	int *	response,
		const D1	d1
	)		const

inline

classify (1 param version)

template<class FeatureExtractor, class MultiClassPolicy>

template<class D1 , class D2 >

void MultiClassClassifier< FeatureExtractor, MultiClassPolicy >::operator()	(	int *	response,
		const D1	d1,
		const D2	d2
	)		const

inline

classify wrapper.

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