48 using namespace ModelFitting;
60 int main(
int argc,
char **argv) {
63 engine_impl = argv[1];
87 auto i0 = std::make_shared<EngineParameter>(1., make_unique<ExpSigmoidConverter>(1, 100));
88 auto n = std::make_shared<ManualParameter>(1.);
89 auto k = std::make_shared<ManualParameter>(1.);
92 auto reg_man = make_unique<OnlySmooth>();
93 auto exp = make_unique<SersicModelComponent>(
move(reg_man), i0, n, k);
99 auto x = std::make_shared<EngineParameter>(10, make_unique<NormalizedConverter>(150.));
100 auto y = std::make_shared<EngineParameter>(20, make_unique<NormalizedConverter>(150.));
101 auto x_scale = std::make_shared<EngineParameter>(.5, make_unique<SigmoidConverter>(0, 1));
102 auto y_scale = std::make_shared<EngineParameter>(.5, make_unique<SigmoidConverter>(0, 1));
103 auto rot_angle = std::make_shared<EngineParameter>(2., make_unique<SigmoidConverter>(0, 2*M_PI));
112 rot_angle, width, height,
x, y);
116 auto psf =
readPsf(psf_path[0].
string());
132 manager.registerParameter(
x);
133 manager.registerParameter(y);
134 manager.registerParameter(x_scale);
135 manager.registerParameter(y_scale);
136 manager.registerParameter(rot_angle);
142 cv::Mat weight = cv::Mat::ones(image.rows, image.cols, CV_64F);
151 cout <<
"I0 (12) = " << i0->getValue() <<
'\n';
152 cout <<
"X (14.5) = " <<
x->getValue() <<
'\n';
153 cout <<
"Y (15.3) = " << y->getValue() <<
'\n';
154 cout <<
"X_SCALE (.83) = " << x_scale->getValue() <<
'\n';
155 cout <<
"Y_SCALE (.25) = " << y_scale->getValue() <<
'\n';
156 cout <<
"angle (2.3) = " << rot_angle->getValue() <<
'\n';
159 auto engine = LeastSquareEngineManager::create(engine_impl);
161 auto solution = engine->solveProblem(manager, res_estimator);
168 cout <<
"I0 (12) = " << i0->getValue() <<
'\n';
169 cout <<
"X (14.5) = " <<
x->getValue() <<
'\n';
170 cout <<
"Y (15.3) = " << y->getValue() <<
'\n';
171 cout <<
"X_SCALE (.83) = " << x_scale->getValue() <<
'\n';
172 cout <<
"Y_SCALE (.25) = " << y_scale->getValue() <<
'\n';
173 cout <<
"angle (2.3) = " << rot_angle->getValue() <<
'\n';
std::pair< cv::Mat, double > readImage(const std::string &filename)
std::shared_ptr< DependentParameter< std::shared_ptr< EngineParameter > > > x
ModelFitting::OpenCvPsf readPsf(const std::string &filename)
std::shared_ptr< DependentParameter< std::shared_ptr< EngineParameter > > > y
void registerBlockProvider(std::unique_ptr< ResidualBlockProvider > provider)
Registers a ResidualBlockProvider to the ResidualEstimator.
void registerParameter(std::shared_ptr< EngineParameter > parameter)
Registers an EngineParameter to the EngineParameterManager.
ELEMENTS_API std::vector< boost::filesystem::path > pathSearchInEnvVariable(const std::string &file_name, const std::string &path_like_env_variable, SearchType search_type=SearchType::Recursive)
Class responsible for managing the parameters the least square engine minimizes.
std::unique_ptr< DataVsModelResiduals< typename std::remove_reference< DataType >::type, typename std::remove_reference< ModelType >::type, typename std::remove_reference< WeightType >::type, typename std::remove_reference< Comparator >::type > > createDataVsModelResiduals(DataType &&data, ModelType &&model, WeightType &&weight, Comparator &&comparator)
void printLevmarInfo(std::array< double, 10 > info)
Provides to the LeastSquareEngine the residual values.
Data vs model comparator which computes a modified residual.