/* * 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 #include namespace pcl { template class kernel { public: /// Different types of kernels available. enum KERNEL_ENUM { SOBEL_X, //!< SOBEL_X SOBEL_Y, //!< SOBEL_Y PREWITT_X, //!< PREWITT_X PREWITT_Y, //!< PREWITT_Y ROBERTS_X, //!< ROBERTS_X ROBERTS_Y, //!< ROBERTS_Y LOG, //!< LOG DERIVATIVE_CENTRAL_X, //!< DERIVATIVE_CENTRAL_X DERIVATIVE_FORWARD_X, //!< DERIVATIVE_FORWARD_X DERIVATIVE_BACKWARD_X, //!< DERIVATIVE_BACKWARD_X DERIVATIVE_CENTRAL_Y, //!< DERIVATIVE_CENTRAL_Y DERIVATIVE_FORWARD_Y, //!< DERIVATIVE_FORWARD_Y DERIVATIVE_BACKWARD_Y, //!< DERIVATIVE_BACKWARD_Y GAUSSIAN //!< GAUSSIAN }; int kernel_size_; float sigma_; KERNEL_ENUM kernel_type_; kernel() : kernel_size_(3), sigma_(1.0), kernel_type_(GAUSSIAN) {} /** * * @param kernel Kernel point cloud passed by reference * * Helper function which returns the kernel selected by the kernel_type_ enum */ void fetchKernel(pcl::PointCloud& kernel); /** * * @param kernel Kernel point cloud passed by reference * * Gaussian kernel with size (kernel_size_ x kernel_size_) and variance sigma_ */ void gaussianKernel(pcl::PointCloud& kernel); /** * * @param kernel Kernel point cloud passed by reference * * Laplacian of Gaussian kernel with size (kernel_size_ x kernel_size_) and variance * sigma_ */ void loGKernel(pcl::PointCloud& kernel); /** * * @param kernel Kernel point cloud passed by reference * * 3x3 Sobel kernel in the X direction */ void sobelKernelX(pcl::PointCloud& kernel); /** * * @param kernel Kernel point cloud passed by reference * * 3x3 Prewitt kernel in the X direction */ void prewittKernelX(pcl::PointCloud& kernel); /** * * @param kernel Kernel point cloud passed by reference * * 2x2 Roberts kernel in the X direction */ void robertsKernelX(pcl::PointCloud& kernel); /** * * @param kernel Kernel point cloud passed by reference * * 3x3 Sobel kernel in the Y direction */ void sobelKernelY(pcl::PointCloud& kernel); /** * * @param kernel Kernel point cloud passed by reference * * 3x3 Prewitt kernel in the Y direction */ void prewittKernelY(pcl::PointCloud& kernel); /** * * @param kernel Kernel point cloud passed by reference * * 2x2 Roberts kernel in the Y direction */ void robertsKernelY(pcl::PointCloud& kernel); /** * * @param kernel Kernel point cloud passed by reference * * kernel [-1 0 1] */ void derivativeXCentralKernel(pcl::PointCloud& kernel); /** * * @param kernel Kernel point cloud passed by reference * * kernel [-1 0 1]' */ void derivativeYCentralKernel(pcl::PointCloud& kernel); /** * * @param kernel Kernel point cloud passed by reference * * kernel [0 -1 1] */ void derivativeXForwardKernel(pcl::PointCloud& kernel); /** * * @param kernel Kernel point cloud passed by reference * * kernel [0 -1 1]' */ void derivativeYForwardKernel(pcl::PointCloud& kernel); /** * * @param kernel Kernel point cloud passed by reference * * kernel [-1 1 0] */ void derivativeXBackwardKernel(pcl::PointCloud& kernel); /** * * @param kernel Kernel point cloud passed by reference * * kernel [-1 1 0]' */ void derivativeYBackwardKernel(PointCloud& kernel); /** * * @param kernel_type enum indicating the kernel type wanted * * select the kernel type. */ void setKernelType(KERNEL_ENUM kernel_type); /** * * @param kernel_size kernel of size kernel_size x kernel_size is created(LoG and * Gaussian only) * * Setter function for kernel_size_ */ void setKernelSize(int kernel_size); /** * * @param kernel_sigma variance of the Gaussian or LoG kernels. * * Setter function for kernel_sigma_ */ void setKernelSigma(float kernel_sigma); }; } // namespace pcl #include