---

ASeparateFeatureClassifier.hpp

#ifndef __ASeparateFeatureClassifier__
#define __ASeparateFeatureClassifier__

#include <stdio.h>

#include "RealVector.hpp"

class ASeparateFeatureClassifier
{
protected:

int                     nFeatures;
double          PI;

public:


ASeparateFeatureClassifier(int n);
virtual ~ASeparateFeatureClassifier(){}

virtual int             numberOfFeatures(){ return nFeatures; }
virtual int             numberOfCounts()=0;

// learning
virtual void start()=0;
virtual void learn(double newValue){ /* Fast way; only for one feature */ }
virtual void unlearn(double newValue){ /* Fast way; only for one feature */ }

virtual void learn(RealVector& newValue){}
virtual void unlearn(RealVector& newValue){}
virtual void end()=0;

virtual double distance2(RealVector& featureVector);
virtual double distance2(double feature);

// probability 
virtual double P(RealVector& featureVector);
virtual double P(double feature);


// likelihood
virtual double L(double featureVector);
virtual double L(RealVector& featureVector);

virtual void output(FILE* file);
virtual void output();                          
};

#endif

Restoreinpaint sourceforge project `C++/Java Image Processing, Restoration, Inpainting Project'.

Bernard De Cuyper: Open Project Leader: Concept, design and development. Bernard De Cuyper & Eddy Fraiha 2002, 2003. Bernard De Cuyper 2004. Open and free, for friendly usage only. Modifications on Belgium ground of this piece of artistic work, by governement institutions or companies, must be notified to Bernard De Cuyper.