// ---------------------------------------------------------------------------- // - Open3D: www.open3d.org - // ---------------------------------------------------------------------------- // Copyright (c) 2018-2023 www.open3d.org // SPDX-License-Identifier: MIT // ---------------------------------------------------------------------------- #pragma once #include namespace open3d { namespace pipelines { namespace registration { class PoseGraph; class GlobalOptimizationOption; class GlobalOptimizationConvergenceCriteria; class GlobalOptimizationOption; /// \class GlobalOptimizationMethod /// /// \brief Base class for global optimization method. class GlobalOptimizationMethod { public: /// \brief Default Constructor. GlobalOptimizationMethod() {} virtual ~GlobalOptimizationMethod() {} public: /// \brief Run pose graph optimization method. /// /// \param pose_graph The pose graph to be optimized (in-place). /// \param criteria Convergence criteria. /// \param option Global optimization options. virtual void OptimizePoseGraph( PoseGraph &pose_graph, const GlobalOptimizationConvergenceCriteria &criteria, const GlobalOptimizationOption &option) const = 0; }; /// \class GlobalOptimizationGaussNewton /// /// \brief Global optimization with Gauss-Newton algorithm. class GlobalOptimizationGaussNewton : public GlobalOptimizationMethod { public: /// \brief Default Constructor. GlobalOptimizationGaussNewton() {} ~GlobalOptimizationGaussNewton() override {} public: void OptimizePoseGraph( PoseGraph &pose_graph, const GlobalOptimizationConvergenceCriteria &criteria, const GlobalOptimizationOption &option) const override; }; /// \class GlobalOptimizationLevenbergMarquardt /// /// \brief Global optimization with Levenberg-Marquardt algorithm. /// /// Recommended over the Gauss-Newton method since the LM has better convergence /// characteristics. class GlobalOptimizationLevenbergMarquardt : public GlobalOptimizationMethod { public: /// \brief Default Constructor. GlobalOptimizationLevenbergMarquardt() {} ~GlobalOptimizationLevenbergMarquardt() override {} public: void OptimizePoseGraph( PoseGraph &pose_graph, const GlobalOptimizationConvergenceCriteria &criteria, const GlobalOptimizationOption &option) const override; }; } // namespace registration } // namespace pipelines } // namespace open3d