PCL-ROS run time error while doing plane segmentation.
Hello everyone, I am trying to do plane segmentation using PCL and ROS. I am using the sensor Asus xtion pro live. I was able to launch openni_kinect and got the sensor pumping out necessary coordinates.
Here is my program:
ros::Publisher pub;
sensor_msgs::PointCloud2::Ptr downsampled,output;
void cloud_cb (const sensor_msgs::PointCloud2ConstPtr& input)
{
pcl::PointCloud<pcl::pointxyz>::Ptr output_p(new pcl::PointCloud<pcl::pointxyz>);
pcl::PointCloud<pcl::pointxyz>::Ptr downsampled_XYZ(new pcl::PointCloud<pcl::pointxyz>);
output_p->width = 15;
output_p->height = 1;
output_p->points.resize (output_p->width * output_p->height);
downsampled_XYZ->width = 15;
downsampled_XYZ->height = 1;
downsampled_XYZ->points.resize (output_p->width * output_p->height);
pcl::VoxelGrid<sensor_msgs::pointcloud2> sor;
sor.setInputCloud (input);
sor.setLeafSize (0.01f, 0.01f, 0.01f);
sor.filter (*downsampled);
// Change from type sensor_msgs::PointCloud2 to pcl::PointXYZ
pcl::fromROSMsg (*downsampled, *downsampled_XYZ);
pcl::ModelCoefficients::Ptr coefficients (new pcl::ModelCoefficients ());
pcl::PointIndices::Ptr inliers (new pcl::PointIndices ());
// Create the segmentation object
pcl::SACSegmentation<pcl::pointxyz> seg;
// Optional
seg.setOptimizeCoefficients (true);
// Mandatory
seg.setModelType (pcl::SACMODEL_PLANE);
seg.setMethodType (pcl::SAC_RANSAC);
seg.setMaxIterations (1000);
seg.setDistanceThreshold (0.01);
// Create the filtering object
pcl::ExtractIndices<pcl::pointxyz> extract;
// Segment the largest planar component from the cloud
seg.setInputCloud (downsampled_XYZ);
seg.segment (*inliers, *coefficients);
if (inliers->indices.size () == 0)
{
std::cerr << "Could not estimate a planar model for the given dataset." << std::endl;
}
// Extract the inliers
extract.setInputCloud (downsampled_XYZ);
extract.setIndices (inliers);
extract.setNegative (false);
extract.filter (*output_p);
std::cerr << "PointCloud representing the planar component: " << output_p->width * output_p->height << " data points." << std::endl;
// Create the filtering object
// extract.setNegative (true);
// extract.filter (*cloud_f);
// cloud_filtered.swap (cloud_f);
pcl::toROSMsg (*output_p, *output);
//Publish the results
pub.publish(output);
}
// Publish the model coefficients
int main (int argc, char** argv)
{
// Initialize ROS
ros::init (argc, argv, "pcs200");
ros::NodeHandle nh;
// Create a ROS subscriber for the input point cloud
ros::Subscriber sub = nh.subscribe ("/camera/depth/points", 100, cloud_cb);
// Create a ROS publisher for the output point cloud
pub = nh.advertise<sensor_msgs::pointcloud2> ("output/points", 100);
// Spin
ros::spin ();
}
so the run time error is:
: /usr/include/boost/smart_ptr/shared_ptr.hpp:412: boost::shared_ptr<t>::reference boost::shared_ptr<t>::operator*() const [with T = sensor_msgs::PointCloud2_<std::allocator<void> >, boost::shared_ptr<t>::reference = sensor_msgs::PointCloud2_<std::allocator<void> >&]: Assertion `px != 0' failed. Aborted
I am aware of the shared pointer issue through this post http://answers.ros.org/question/39818/ros-pcl-run-time-error-segmenting-planes/ . As a matter of fact the code developed is based on this.
I know the answer is very near ,Can you guys please help me out on this?. Thanks.
regards,
Karthik