WeakClassifierRGI.h

#ifndef WEAKCLASSIFIER_RGI_HEADER
#define WEAKCLASSIFIER_RGI_HEADER

#include "WeakClassifier.h"
#include "ClassifierThreshold.h"
#include "RGIFeature.h"

class WeakClassifierRGI : public WeakClassifier {
public:
    WeakClassifierRGI(const Size &patchSize);
    virtual ~WeakClassifierRGI();

    virtual bool Update(const IntegralImage *intImage, const Rect &roi, int target);
    virtual int Classify(const IntegralImage *intImage, const Rect &roi, float scale = 1.0f);
    virtual float Evaluate(const IntegralImage *intImage, const Rect &roi);

    virtual void Initialize(const Size &patchSize);

    void ResetPosDist();

private:
    ClassifierThreshold<NUM_RGI_BINS> *thresholder;
    RGIFeature *rgiFeature;

    Feature feature;

    void GenerateRandomClassifier();
};

#endif