1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180
|
/*
* Software License Agreement (BSD License)
*
* Point Cloud Library (PCL) - www.pointclouds.org
* Copyright (c) 2010-2011, Willow Garage, 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.
*
* $Id$
*
*/
#include <pcl/PCLPointCloud2.h>
#include <pcl/io/pcd_io.h>
#include <pcl/features/boundary.h>
#include <pcl/console/print.h>
#include <pcl/console/parse.h>
#include <pcl/console/time.h>
using namespace pcl;
using namespace pcl::io;
using namespace pcl::console;
int default_k = 0;
double default_radius = 0.0;
double default_angle = M_PI/2.0;
Eigen::Vector4f translation;
Eigen::Quaternionf orientation;
void
printHelp (int, char **argv)
{
print_error ("Syntax is: %s input.pcd output.pcd <options>\n", argv[0]);
print_info (" where options are:\n");
print_info (" -radius X = use a radius of Xm around each point to determine the neighborhood (default: ");
print_value ("%f", default_radius); print_info (")\n");
print_info (" -k X = use a fixed number of X-nearest neighbors around each point (default: ");
print_value ("%d", default_k); print_info (")\n");
print_info (" -thresh X = the decision boundary (angle threshold) that marks points as boundary or regular (default: ");
print_value ("%f", default_angle); print_info (")\n");
}
bool
loadCloud (const std::string &filename, pcl::PCLPointCloud2 &cloud)
{
TicToc tt;
print_highlight ("Loading "); print_value ("%s ", filename.c_str ());
tt.tic ();
if (loadPCDFile (filename, cloud, translation, orientation) < 0)
return (false);
print_info ("[done, "); print_value ("%g", tt.toc ()); print_info (" ms : "); print_value ("%d", cloud.width * cloud.height); print_info (" points]\n");
print_info ("Available dimensions: "); print_value ("%s\n", pcl::getFieldsList (cloud).c_str ());
// Check if the dataset has normals
if (pcl::getFieldIndex (cloud, "normal_x") == -1)
{
print_error ("The input dataset does not contain normal information!\n");
return (false);
}
return (true);
}
void
compute (const pcl::PCLPointCloud2::ConstPtr &input, pcl::PCLPointCloud2 &output,
int k, double radius, double angle)
{
// Convert data to PointCloud<T>
PointCloud<PointNormal>::Ptr xyznormals (new PointCloud<PointNormal>);
fromPCLPointCloud2 (*input, *xyznormals);
// Estimate
TicToc tt;
tt.tic ();
print_highlight (stderr, "Computing ");
BoundaryEstimation<pcl::PointNormal, pcl::PointNormal, pcl::Boundary> ne;
ne.setInputCloud (xyznormals);
ne.setInputNormals (xyznormals);
//ne.setSearchMethod (pcl::KdTreeFLANN<pcl::PointNormal>::Ptr (new pcl::KdTreeFLANN<pcl::PointNormal>));
ne.setKSearch (k);
ne.setAngleThreshold (static_cast<float> (angle));
ne.setRadiusSearch (radius);
PointCloud<Boundary> boundaries;
ne.compute (boundaries);
print_info ("[done, "); print_value ("%g", tt.toc ()); print_info (" ms : "); print_value ("%d", boundaries.width * boundaries.height); print_info (" points]\n");
// Convert data back
pcl::PCLPointCloud2 output_boundaries;
toPCLPointCloud2 (boundaries, output_boundaries);
concatenateFields (*input, output_boundaries, output);
}
void
saveCloud (const std::string &filename, const pcl::PCLPointCloud2 &output)
{
TicToc tt;
tt.tic ();
print_highlight ("Saving "); print_value ("%s ", filename.c_str ());
pcl::io::savePCDFile (filename, output, translation, orientation, false);
print_info ("[done, "); print_value ("%g", tt.toc ()); print_info (" ms : "); print_value ("%d", output.width * output.height); print_info (" points]\n");
}
/* ---[ */
int
main (int argc, char** argv)
{
print_info ("Estimate boundary points using pcl::BoundaryEstimation. For more information, use: %s -h\n", argv[0]);
bool help = false;
parse_argument (argc, argv, "-h", help);
if (argc < 3 || help)
{
printHelp (argc, argv);
return (-1);
}
// Parse the command line arguments for .pcd files
std::vector<int> p_file_indices;
p_file_indices = parse_file_extension_argument (argc, argv, ".pcd");
if (p_file_indices.size () != 2)
{
print_error ("Need one input PCD file and one output PCD file to continue.\n");
return (-1);
}
// Command line parsing
int k = default_k;
double radius = default_radius;
double angle = default_angle;
parse_argument (argc, argv, "-k", k);
parse_argument (argc, argv, "-radius", radius);
parse_argument (argc, argv, "-thresh", angle);
// Load the first file
pcl::PCLPointCloud2::Ptr cloud (new pcl::PCLPointCloud2);
if (!loadCloud (argv[p_file_indices[0]], *cloud))
return (-1);
// Perform the feature estimation
pcl::PCLPointCloud2 output;
compute (cloud, output, k, radius, angle);
// Save into the second file
saveCloud (argv[p_file_indices[1]], output);
}
|