fuzzyclustersolver_sor.hh

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/* -*- mia-c++  -*-
 *
 * This file is part of MIA - a toolbox for medical image analysis 
 * Copyright (c) Leipzig, Madrid 1999-2017 Gert Wollny
 *
 * MIA 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 3 of the License, or
 * (at your option) any later version.
 *
 * This program 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 MIA; if not, see <http://www.gnu.org/licenses/>.
 *
 */

#ifndef mia_2d_fuzzyclustersolver_sor_hh
#define mia_2d_fuzzyclustersolver_sor_hh

#ifdef HAVE_CONFIG_H
#include <config.h>
#endif

#include <mia/2d.hh>
#include <cstdio>
#include <stdexcept>
#include <string>

NS_MIA_BEGIN

class C2DFuzzyClusterSolver {
public: 
        C2DFuzzyClusterSolver(const C2DFImage& weight, double lambda1, double lambda2, int max_iter); 

        void solve(const C2DFImage& force, C2DFImage& gain); 
private: 
        
        const C2DFImage& m_weight; 
        double m_lambda1;
        double m_lambda2; 
        int m_max_iter; 
}; 

NS_MIA_END

#endif