/* * 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 void Convolution::filter(pcl::PointCloud& output) { int input_row = 0; int input_col = 0; // default boundary option : zero padding output = *input_; int iw = static_cast(input_->width), ih = static_cast(input_->height), kw = static_cast(kernel_.width), kh = static_cast(kernel_.height); switch (boundary_options_) { default: case BOUNDARY_OPTION_CLAMP: { for (int i = 0; i < ih; i++) { for (int j = 0; j < iw; j++) { float intensity = 0; for (int k = 0; k < kh; k++) { for (int l = 0; l < kw; l++) { int ikkh = i + k - kh / 2, jlkw = j + l - kw / 2; if (ikkh < 0) input_row = 0; else if (ikkh >= ih) input_row = ih - 1; else input_row = ikkh; if (jlkw < 0) input_col = 0; else if (jlkw >= iw) input_col = iw - 1; else input_col = jlkw; intensity += kernel_(l, k).intensity * (*input_)(input_col, input_row).intensity; } } output(j, i).intensity = intensity; } } break; } case BOUNDARY_OPTION_MIRROR: { for (int i = 0; i < ih; i++) { for (int j = 0; j < iw; j++) { float intensity = 0; for (int k = 0; k < kh; k++) { for (int l = 0; l < kw; l++) { int ikkh = i + k - kh / 2, jlkw = j + l - kw / 2; if (ikkh < 0) input_row = -ikkh - 1; else if (ikkh >= ih) input_row = 2 * ih - 1 - ikkh; else input_row = ikkh; if (jlkw < 0) input_col = -jlkw - 1; else if (jlkw >= iw) input_col = 2 * iw - 1 - jlkw; else input_col = jlkw; intensity += kernel_(l, k).intensity * ((*input_)(input_col, input_row).intensity); } } output(j, i).intensity = intensity; } } break; } case BOUNDARY_OPTION_ZERO_PADDING: { for (int i = 0; i < ih; i++) { for (int j = 0; j < iw; j++) { float intensity = 0; for (int k = 0; k < kh; k++) { for (int l = 0; l < kw; l++) { int ikkh = i + k - kh / 2, jlkw = j + l - kw / 2; if (ikkh < 0 || ikkh >= ih || jlkw < 0 || jlkw >= iw) continue; intensity += kernel_(l, k).intensity * ((*input_)(jlkw, ikkh).intensity); } } output(j, i).intensity = intensity; } } break; } } // switch } } // namespace pcl