www.pudn.com > firev0.01.rar > euclideandist.hpp
/* This file is part of the FIRE -- Flexible Image Retrieval System FIRE is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version. FIRE is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with FIRE; if not, write to the Free Software Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA */ #ifndef __euclideandist_hpp #define __euclideandist_hpp #include#include "basedist.hpp" class EuclideanDist : public BaseDist { public: EuclideanDist() {}; virtual double dist(const BaseFeature *a, const BaseFeature *b) const { double result=.0; double tmp; unsigned int nOfBins=a->size(); for(unsigned int i=0;i operator[](i))-(b->operator[](i)); tmp*=tmp; result+=tmp; } return result; } virtual double dist(const BaseFeature *a, const vector &b) const { double result=.0; double tmp; unsigned int nOfBins=a->size(); for(unsigned int i=0;i operator[](i))-(b[i]); tmp*=tmp; result+=tmp; } return result; } double dist(const BaseFeature *a, const vector &b,const vector &sigma) const { double result=0.0; double tmp; unsigned int nOfBins=a->size(); double n1,n2; for(unsigned int i=0;i 1E-8) { tmp/=sigma[i]; result+=tmp; } // else { // // ERR << "Sigma too small: "<< sigma[i] << endl; // } // if(sigma[i]!=0) {tmp/=sigma[i];} else {DBG(DBG_MESSAGE) << "SIGMA=0" << endl;} // result+=tmp; } double norm=0.0; for(unsigned int i=0;i 1E-6) { norm+=log(2*M_PI*sigma[i]); } } result+=norm; return result; } double dist(const vector &a, const vector &b,const vector &sigma) const { double result=.0; double tmp; unsigned int nOfBins=a.size(); for(unsigned int i=0;i 1E-6) { tmp/=sigma[i]; result+=tmp; } // if(sigma[i]!=0) {tmp/=sigma[i];} else { DBG(DBG_MESSAGE) << "SIGMA=0" << endl;} // result+=tmp; } return result; } virtual std::string name() { return "euclidean"; } }; #endif