// ---------------------------------------------------------------------------- // - Open3D: www.open3d.org - // ---------------------------------------------------------------------------- // The MIT License (MIT) // // Copyright (c) 2018 www.open3d.org // // Permission is hereby granted, free of charge, to any person obtaining a copy // of this software and associated documentation files (the "Software"), to deal // in the Software without restriction, including without limitation the rights // to use, copy, modify, merge, publish, distribute, sublicense, and/or sell // copies of the Software, and to permit persons to whom the Software is // furnished to do so, subject to the following conditions: // // The above copyright notice and this permission notice shall be included in // all copies or substantial portions of the Software. // // THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR // IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, // FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE // AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER // LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING // FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS // IN THE SOFTWARE. // ---------------------------------------------------------------------------- #pragma once #include namespace open3d { 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 open3d