File: 2dimageregistration.cc

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/* -*- mia-c++  -*-
 *
 * This file is part of MIA - a toolbox for medical image analysis 
 * Copyright (c) Leipzig, Madrid 1999-2014 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/>.
 *
 */


#include <sstream>
#include <mia/core.hh>
#include <mia/2d.hh>
#include <mia/internal/main.hh>

NS_MIA_USE;
using namespace std;

const SProgramDescription g_general_help = {
        {pdi_group, "Registration, Comparison, and Transformation of 2D images"}, 
	{pdi_short, "Run a 2d image registration."}, 
	{pdi_description, "This program runs registration of two images optimizing a transformation of "
	 "the given transformation model by optimizing certain cost measures that are given as free parameters."}, 
	
	{pdi_example_descr,"Register the image 'moving.png' to the image 'reference.png' by using a "
	 "rigid transformation model  and ssd as cost function. Write the result to output.png"}, 
	
	{pdi_example_code, "  -i moving.png -r reference.png -o output.png -f rigid image:cost=ssd"}
}; 

int do_main( int argc, char *argv[] )
{
	string src_filename;
	string ref_filename;
	string out_filename;
	string trans_filename;
	string transform_type("spline");
	PMinimizer minimizer;
	PMinimizer refinement_minimizer;
	C2DTransformCreatorHandler::ProductPtr transform_creator; 

	size_t mg_levels = 3;
	const auto& imageio = C2DImageIOPluginHandler::instance(); 

	CCmdOptionList options(g_general_help);
	
	options.set_group("File-IO"); 
	options.add(make_opt( src_filename, "in", 'i', "test image", CCmdOptionFlags::required_input, &imageio));
	options.add(make_opt( ref_filename, "ref", 'r', "reference image", CCmdOptionFlags::required_input, &imageio));
	options.add(make_opt( out_filename, "out", 'o', "registered output image", CCmdOptionFlags::output, &imageio));
	options.add(make_opt( trans_filename, "trans", 't', "output transformation", 
			      CCmdOptionFlags::required_output, &C2DTransformationIOPluginHandler::instance()));

	options.set_group("Parameters"); 
	options.add(make_opt( mg_levels, "levels", 'l', "multi-resolution levels"));
	options.add(make_opt( minimizer, "gsl:opt=gd,step=0.1", "optimizer", 'O', "Optimizer used for minimization"));
	options.add(make_opt( refinement_minimizer, "", "refiner", 'R',
			      "optimizer used for refinement after the main optimizer was called"));
	options.add(make_opt( transform_creator, "spline", "transForm", 'f', "transformation type"));

	if (options.parse(argc, argv, "cost", &C2DFullCostPluginHandler::instance()) != CCmdOptionList::hr_no)
		return EXIT_SUCCESS; 

	
	auto cost_descrs = options.get_remaining(); 
	if (cost_descrs.empty())
		throw runtime_error("No registration criterion given");

	C2DFullCostList costs; 
	for (auto i = cost_descrs.begin(); i != cost_descrs.end(); ++i)
		costs.push(C2DFullCostPluginHandler::instance().produce(*i)); 

	P2DImage Model = load_image<P2DImage>(src_filename);
	P2DImage Reference = load_image<P2DImage>(ref_filename);
	C2DBounds GlobalSize = Model->get_size();
	if (GlobalSize != Reference->get_size())
		throw std::invalid_argument("Images have different size");

	C2DNonrigidRegister nrr(costs, minimizer,  transform_creator, mg_levels);
	if (refinement_minimizer)
		nrr.set_refinement_minimizer(refinement_minimizer); 
	
	P2DTransformation transform = nrr.run(Model, Reference);
	P2DImage result = (*transform)(*Model);

	if (!trans_filename.empty()) {
		if (!C2DTransformationIOPluginHandler::instance().save(trans_filename, *transform)) 
			cverr() << "Saving the transformation to '" << trans_filename << "' failed."; 
	}

	return save_image(out_filename, result);
}

MIA_MAIN(do_main);