/* * Software License Agreement (BSD License) * * Point Cloud Library (PCL) - www.pointclouds.org * Copyright (c) 2010-2011, Willow Garage, Inc. * Copyright (c) 2012-, Open Perception, Inc. * * All rights reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * * Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * Redistributions in binary form must reproduce the above * copyright notice, this list of conditions and the following * disclaimer in the documentation and/or other materials provided * with the distribution. * * Neither the name of the copyright holder(s) nor the names of its * contributors may be used to endorse or promote products derived * from this software without specific prior written permission. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS * FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE * COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, * INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER * CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN * ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE * POSSIBILITY OF SUCH DAMAGE. * * $Id$ * */ #pragma once #include #include #include #include namespace pcl { namespace registration { /** \brief TransformationValidation represents the base class for methods * that validate the correctness of a transformation found through \ref * TransformationEstimation. * * The inputs for a validation estimation can take any or all of the following: * * - source point cloud * - target point cloud * - estimated transformation between source and target * * The output is in the form of a score or a confidence measure. * * \note The class is templated on the source and target point types as well as on the * output scalar of the transformation matrix (i.e., float or double). Default: float. * \author Radu B. Rusu * \ingroup registration */ template class TransformationValidation { public: using Matrix4 = Eigen::Matrix; using Ptr = shared_ptr>; using ConstPtr = shared_ptr>; using PointCloudSource = pcl::PointCloud; using PointCloudSourcePtr = typename PointCloudSource::Ptr; using PointCloudSourceConstPtr = typename PointCloudSource::ConstPtr; using PointCloudTarget = pcl::PointCloud; using PointCloudTargetPtr = typename PointCloudTarget::Ptr; using PointCloudTargetConstPtr = typename PointCloudTarget::ConstPtr; TransformationValidation(){}; virtual ~TransformationValidation(){}; /** \brief Validate the given transformation with respect to the input cloud data, and * return a score. Pure virtual. * * \param[in] cloud_src the source point cloud dataset * \param[in] cloud_tgt the target point cloud dataset * \param[out] transformation_matrix the transformation matrix * * \return the score or confidence measure for the given * transformation_matrix with respect to the input data */ virtual double validateTransformation(const PointCloudSourceConstPtr& cloud_src, const PointCloudTargetConstPtr& cloud_tgt, const Matrix4& transformation_matrix) const = 0; /** \brief Comparator function for deciding which score is better after running the * validation on multiple transforms. Pure virtual. * * \note For example, for Euclidean distances smaller is better, for inliers the * opposite. * * \param[in] score1 the first value * \param[in] score2 the second value * * \return true if score1 is better than score2 */ virtual bool operator()(const double& score1, const double& score2) const = 0; /** \brief Check if the score is valid for a specific transformation. Pure virtual. * * \param[in] cloud_src the source point cloud dataset * \param[in] cloud_tgt the target point cloud dataset * \param[out] transformation_matrix the transformation matrix * * \return true if the transformation is valid, false otherwise. */ virtual bool isValid(const PointCloudSourceConstPtr& cloud_src, const PointCloudTargetConstPtr& cloud_tgt, const Matrix4& transformation_matrix) const = 0; }; } // namespace registration } // namespace pcl