/* * Software License Agreement (BSD License) * * Point Cloud Library (PCL) - www.pointclouds.org * 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. * */ #pragma once #include namespace pcl { template class Morphology : public PCLBase { private: using PointCloudIn = pcl::PointCloud; using PointCloudInPtr = typename PointCloudIn::Ptr; PointCloudInPtr structuring_element_; public: using PCLBase::input_; Morphology() {} /** \brief This function performs erosion followed by dilation. * It is useful for removing noise in the form of small blobs and patches. * \param[out] output Output point cloud passed by reference */ void openingBinary(pcl::PointCloud& output); /** \brief This function performs dilation followed by erosion. * It is useful for filling up (holes/cracks/small discontinuities) in a binary * segmented region * \param[out] output Output point cloud passed by reference */ void closingBinary(pcl::PointCloud& output); /** \brief Binary dilation is similar to a logical disjunction of sets. * At each pixel having value 1, if for all pixels in the structuring element having * value 1, the corresponding pixels in the input image are also 1, the center pixel * is set to 1. Otherwise, it is set to 0. * * \param[out] output Output point cloud passed by reference */ void erosionBinary(pcl::PointCloud& output); /** \brief Binary erosion is similar to a logical addition of sets. * At each pixel having value 1, if at least one pixel in the structuring element is * 1 and the corresponding point in the input image is 1, the center pixel is set * to 1. Otherwise, it is set to 0. * * \param[out] output Output point cloud passed by reference */ void dilationBinary(pcl::PointCloud& output); /** \brief Grayscale erosion followed by dilation. * This is used to remove small bright artifacts from the image. Large bright objects * are relatively undisturbed. * * \param[out] output Output point cloud passed by reference */ void openingGray(pcl::PointCloud& output); /** \brief Grayscale dilation followed by erosion. * This is used to remove small dark artifacts from the image. Bright features or * large dark features are relatively undisturbed. * * \param[out] output Output point cloud passed by reference */ void closingGray(pcl::PointCloud& output); /** \brief Takes the min of the pixels where kernel is 1 * \param[out] output Output point cloud passed by reference */ void erosionGray(pcl::PointCloud& output); /** \brief Takes the max of the pixels where kernel is 1 * \param[out] output Output point cloud passed by reference */ void dilationGray(pcl::PointCloud& output); /** \brief Set operation * output = input1 - input2 * \param[out] output Output point cloud passed by reference * \param[in] input1 * \param[in] input2 */ void subtractionBinary(pcl::PointCloud& output, const pcl::PointCloud& input1, const pcl::PointCloud& input2); /** \brief Set operation * \f$output = input1 \cup input2\f$ * \param[out] output Output point cloud passed by reference * \param[in] input1 * \param[in] input2 */ void unionBinary(pcl::PointCloud& output, const pcl::PointCloud& input1, const pcl::PointCloud& input2); /** \brief Set operation \f$ output = input1 \cap input2 \f$ * \param[out] output Output point cloud passed by reference * \param[in] input1 * \param[in] input2 */ void intersectionBinary(pcl::PointCloud& output, const pcl::PointCloud& input1, const pcl::PointCloud& input2); /** \brief Creates a circular structing element. The size of the kernel created is * 2*radius x 2*radius. Center of the structuring element is the center of the circle. * All values lying on the circle are 1 and the others are 0. * * \param[out] kernel structuring element kernel passed by reference * \param[in] radius Radius of the circular structuring element. */ void structuringElementCircular(pcl::PointCloud& kernel, const int radius); /** \brief Creates a rectangular structing element of size height x width. * * All values are 1. * * \param[out] kernel structuring element kernel passed by reference * \param[in] height height number of rows in the structuring element * \param[in] width number of columns in the structuring element * */ void structuringElementRectangle(pcl::PointCloud& kernel, const int height, const int width); enum MORPHOLOGICAL_OPERATOR_TYPE { EROSION_GRAY, DILATION_GRAY, OPENING_GRAY, CLOSING_GRAY, EROSION_BINARY, DILATION_BINARY, OPENING_BINARY, CLOSING_BINARY }; MORPHOLOGICAL_OPERATOR_TYPE operator_type; /** * \param[out] output Output point cloud passed by reference */ void applyMorphologicalOperation(pcl::PointCloud& output); /** * \param[in] structuring_element The structuring element to be used for the * morphological operation */ void setStructuringElement(const PointCloudInPtr& structuring_element); }; } // namespace pcl #include