---

MonoGaussianClassifier.hpp

#ifndef __MonoGaussianClassifier__
#define __MonoGaussianClassifier__

#include <math.h>
#include "ASeparateFeatureClassifier.hpp"

class MonoGaussianClassifier : public ASeparateFeatureClassifier
{
protected:

double          meanValue;
double          sigma;

double          root2PI;

protected:

virtual double reducedValue(double feature){ return ((feature-meanValue)/(sigma+1e-12)); }

public:


MonoGaussianClassifier():ASeparateFeatureClassifier(1)
                        {meanValue=0.0; sigma= 0.0; root2PI= sqrt(2.0*PI);}
virtual ~MonoGaussianClassifier(){}

virtual double distance2(double feature){ double rval= feature-meanValue; return rval*rval; }

// probability 
virtual double P(double feature);

// likelihood
virtual double L(double feature);

virtual void output(FILE* file);

virtual void output()
        {
        printf("A Mono Gaussian Classifier");
        }                               
};

#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.