/* -*- mia-c++  -*-
 *
 * This file is part of MIA - a toolbox for medical image analysis 
 * Copyright (c) Leipzig, Madrid 1999-2013 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/>.
 *
 */

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

#include <stdio.h>
#include <time.h>
#include <list>
#include <string>
#include <mia/core.hh>
#include <mia/3d/imageio.hh>
#include <mia/3d/transformio.hh>
#include <mia/3d/transformfactory.hh>
#include <mia/internal/main.hh>

#include "vfluid.hh"
#include "sor_solver.hh"


using namespace mia;
using namespace std;

const SProgramDescription g_description = {
        {pdi_group, "Registration, Comparison, and Transformation of 3D images"}, 
	{pdi_short, "Fluid dynamic 3D registration"}, 
	{pdi_description, "This program is used for non-rigid registration based on fluid dynamics as described in: "
	 "Wollny, G. and Kruggel, F., 'Computational cost of non-rigid registration algorithms "
	 "based on fluid dynamics', IEEE Transactions on Medical Imaging, 11(8), pp. 946-952, 2002, "
	 "doi:10.1109/TMI.2002.803113. It uses SSD as the sole registration criterion."}, 
	{pdi_example_descr, "Register image test.v to image ref.v and write the deformation vector "
	 "field regfield.v. Start registration at the smallest size above 16 pixel."}, 
	{pdi_example_code, "-i test.v -r ref.v -o regfield.v -s 16"}
}; 

#define MU	  1	// Lame elasticity constants
#define LAMBDA	  1	//

enum TMethod { meth_sor,
	       meth_cg,
	       meth_filter,
	       meth_sorex,
	       meth_sorap
};


const TDictMap<TMethod>::Table method_dict[] = {
	{"sor", meth_sor, "succesive overrelaxation"}
	,{"sora",meth_sorex, "Gauss Southwell relexation"}
//	,{"sorap",meth_sorap}
	,{NULL, meth_sor, ""}
};

const TDictMap<TMethod> g_method_dict(method_dict);


TMeasureList g_MeasureList;
char StatFileName[1024];

template <class T>

struct delta : public binary_function<T, T, T> {
	T operator()(T x, T y) { return fabs(x-y); }
};


int do_main(int argc, char *argv[])
{
	//	FILE *srcf,*reff,*outf;

	TMethod method = meth_sorex;

	TLinEqnSolver *solver=NULL;

    	TFluidRegParams params;
	
	PSplineKernel interpolator_kernel;

	params.InitialStepsize = MAX_STEP;
	params.Lambda = LAMBDA;
	params.My = MU;
	params.HalfFilterDim = 3;
	params.Overrelaxation = 1.0;
	params.useMutual = false;
	params.maxiter = 10;
	params.factor = 0.01;
	params.checkerboard = false;
	params.matter_threshold = 4.0;


	string in_filename;
	string out_filename;
	string ref_filename;
	string deformed_filename;
	string statlog_filename;

	bool disable_multigrid = false;
	bool disable_fullres = false;

	CCmdOptionList options(g_description);

	const auto& imageio = C3DImageIOPluginHandler::instance();

	options.set_group("File-IO"); 
	options.add(make_opt( in_filename, "in-image", 'i', "input image", CCmdOption::required, &imageio ));
	options.add(make_opt( ref_filename, "ref-image", 'r', "reference image ", CCmdOption::required, &imageio ));
	options.add(make_opt( out_filename, "out-deformation", 'o', "output vector field", 
			      CCmdOption::required, &C3DTransformationIOPluginHandler::instance()));

	options.add(make_opt(deformed_filename, "deformed-image", 'd', "save deformed image", 
			     CCmdOption::not_required, &imageio)); 


	options.set_group("Registration parameters"); 
	options.add(make_opt( disable_multigrid, "disable-multigrid", 0, "disable multi-grid processing"));
	options.add(make_opt( disable_fullres, "disable-fullres", 0,
			      "disable processing on the full resolution image"));
	options.add(make_opt( params.Lambda,"lambda", 0, "elasticy constant"));
	options.add(make_opt( params.My,"mu", 0, "elasticy constant"));
	options.add(make_opt( STARTSIZE, "start-size", 's', "initial multigrided size" ));
	options.add(make_opt( method, g_method_dict, "method", 'm',  "method for solving PDE"));
	options.add(make_opt( params.InitialStepsize, "step", 0, "Initial stepsize"));
	options.add(make_opt( interpolator_kernel, "bspline:d=3", "interpolator", 'p', "image interpolator kernel"));
	options.add(make_opt( params.Overrelaxation, "relax", 0, "overrelaxation factor vor method sor"));
	options.add(make_opt( params.maxiter, "maxiter", 0, "maxium iterations"));
	options.add(make_opt( params.factor, "epsilon", 0, "truncation condition"));
	options.add(make_opt( params.matter_threshold, "matter", 0, "intensity above which real "
			      "matter is assumed (experimental)"));

	if (options.parse(argc, argv) != CCmdOptionList::hr_no)
		return EXIT_SUCCESS; 

	params.source = load_image<P3DImage>(in_filename);
	params.reference = load_image<P3DImage>(ref_filename);

	switch (method) {
	case meth_sor:solver = new TSORSolver(params.maxiter,params.factor,params.factor,params.My,params.Lambda);break;
	case meth_sorex:solver = new  TSORASolver(params.maxiter,params.factor,params.factor,params.My,params.Lambda);break;
	default:cverr() << "Unknown solver specified"<< endl; return -1;
	}

	C3DInterpolatorFactory ipf(interpolator_kernel, "mirror");

	std::shared_ptr<TLinEqnSolver > ensure_solver_delete(solver);

	g_start = Clock.get_seconds();

	P3DFVectorfield result = fluid_transform(params,solver,!disable_multigrid,
						 !disable_fullres,&g_MeasureList, ipf);


	auto vftranscreator  = produce_3dtransform_factory("vf:imgkernel=[bspline:d=1],imgboundary=zero");
	
	auto transform = vftranscreator->create(result->get_size()); 
	CDoubleVector buffer(transform->degrees_of_freedom(), false);
	
	auto ib = buffer.begin(); 
	for (auto ivf = result->begin(); ivf != result->end(); ++ivf) {
		cvdebug() << *ivf << "\n"; 
		*ib++ = ivf->x; 
		*ib++ = ivf->y; 
		*ib++ = ivf->z; 
	}
	
	transform->set_parameters(buffer); 
	
	if (!C3DTransformationIOPluginHandler::instance().save(out_filename, *transform)) 
		throw create_exception<runtime_error>( "Unable to save transformation to '", out_filename, "'"); 
	
	if (!deformed_filename.empty()) {
		auto deformed_image = (*transform)(*params.source);
		if (!save_image(deformed_filename, deformed_image)) 
			throw create_exception<runtime_error>("Unable to save deformed image to '", deformed_filename, "'");
	}
		    
	return EXIT_SUCCESS;
}

MIA_MAIN(do_main); 
