以下是pcl第六章点云滤波的算法,移除离群点:
这里用的方法是
#include <iostream>
#include <pcl/io/pcd_io.h>
#include <pcl/point_types.h>
#include <pcl/filters/statistical_outlier_removal.h>
int
main (int argc, char** argv)
{
pcl::PointCloud<pcl::PointXYZ>::Ptr cloud (new pcl::PointCloud<pcl::PointXYZ>);
pcl::PointCloud<pcl::PointXYZ>::Ptr cloud_filtered (new pcl::PointCloud<pcl::PointXYZ>);
// 填入点云数据
pcl::PCDReader reader;
// 把路径改为自己存放文件的路径
reader.read<pcl::PointXYZ> ("1.pcd", *cloud);
std::cerr << "Cloud before filtering: " << std::endl;
std::cerr << *cloud << std::endl;
// 创建滤波器对象
pcl::StatisticalOutlierRemoval<pcl::PointXYZ> sor;
sor.setInputCloud (cloud);
sor.setMeanK (30);//50个近邻点
sor.setStddevMulThresh (1.0);//1倍标准方差
sor.filter (*cloud_filtered);
std::cerr << "Cloud after filtering: " << std::endl;
std::cerr << *cloud_filtered << std::endl;
pcl::PCDWriter writer;
writer.write<pcl::PointXYZ> ("2.pcd", *cloud_filtered, false);
sor.setNegative (true);
sor.filter (*cloud_filtered);
writer.write<pcl::PointXYZ> ("3.pcd", *cloud_filtered, false);
return (0);
}
我一个pcd文件滤波前(1.pcd)为80mb,去除后(2.pcd)反而变为了160mb,??求教各路大神这是什么情况