PCL学习笔记(一)PCL+VS2010环境配置

本文详细介绍了在Windows环境下配置并使用PCL库的过程,包括下载、安装、环境配置、新建工程以及编译运行示例代码,旨在帮助开发者解决在Windows平台上配置PCL库遇到的问题。

PCL+VS2010环境配置

我本是效率至上的Linux党,但是PCL在Ubuntu下配置了几次都失败,不得不选择Windows

1、下载

http://www.pointclouds.org/downloads/windows.html出下载PCL完全安装包1.6.0 all-in-one-installer,我的电脑是32位的选择Windows MSVC 2010 (32bit)

2、安装

安装在了

D:\Program Files\PCL\

3、配置环境变量

添加环境变量PCL_ROOT

D:\Program Files\PCL\

系统路径path后添加:

D:\Program Files\OpenNI\Bin;%PCL_ROOT%\bin;%PCL_ROOT%\3rdParty\FLANN\bin;%PCL_ROOT%\3rdParty\Qhull\bin;

4、新建工程

新建Win32控制台应用程序,空工程,拷贝源文件

D:\Program Files\PCL\share\doc\pcl-1.6\tutorials\sources\cloud_viewer\cloud_viewer.cpp

到工程目录下,添加到工程

cloud_viewer.cpp

#include <pcl/visualization/cloud_viewer.h>
#include <iostream>
#include <pcl/io/io.h>
#include <pcl/io/pcd_io.h>

int user_data;

void 
viewerOneOff (pcl::visualization::PCLVisualizer& viewer)
{
    viewer.setBackgroundColor (1.0, 0.5, 1.0);
    pcl::PointXYZ o;
    o.x = 1.0;
    o.y = 0;
    o.z = 0;
    viewer.addSphere (o, 0.25, "sphere", 0);
    std::cout << "i only run once" << std::endl;

}

void 
viewerPsycho (pcl::visualization::PCLVisualizer& viewer)
{
    static unsigned count = 0;
    std::stringstream ss;
    ss << "Once per viewer loop: " << count++;
    viewer.removeShape ("text", 0);
    viewer.addText (ss.str(), 200, 300, "text", 0);

    //FIXME: possible race condition here:
    user_data++;
}

int 
main ()
{
    pcl::PointCloud<pcl::PointXYZRGBA>::Ptr cloud (new pcl::PointCloud<pcl::PointXYZRGBA>);
    pcl::io::loadPCDFile ("my_point_cloud.pcd", *cloud);

    pcl::visualization::CloudViewer viewer("Cloud Viewer");

    //blocks until the cloud is actually rendered
    viewer.showCloud(cloud);

    //use the following functions to get access to the underlying more advanced/powerful
    //PCLVisualizer

    //This will only get called once
    viewer.runOnVisualizationThreadOnce (viewerOneOff);

    //This will get called once per visualization iteration
    viewer.runOnVisualizationThread (viewerPsycho);
    while (!viewer.wasStopped ())
    {
    //you can also do cool processing here
    //FIXME: Note that this is running in a separate thread from viewerPsycho
    //and you should guard against race conditions yourself...
    user_data++;
    }
    return 0;
}

5、配置工程

你可以把安装目录D:\Program Files\PCL\改成自己的安装目录 项目属性->VC++目录->包含目录 添加

D:\Program Files\PCL\3rdParty\Boost\include;D:\Program Files\PCL\3rdParty\Eigen\include;D:\Program Files\PCL\3rdParty\Flann\include;D:\Program Files\PCL\3rdParty\Qhull\include;D:\Program Files\PCL\3rdParty\VTK\include\vtk-5.8;C:\Program Files\OpenNI\Include;D:\Program Files\PCL\include\pcl-1.6;

项目属性->VC++目录->库目录 添加

D:\Program Files\PCL\3rdParty\Boost\lib;D:\Program Files\PCL\3rdParty\Qhull\lib;D:\Program Files\PCL\3rdParty\FLANN\lib;D:\Program Files\PCL\3rdParty\VTK\lib\vtk-5.8;D:\Program Files\PCL\lib;C:\Program Files\OpenNI\Lib;

dubug模式,链接器->输入->附加依赖项 添加

opengl32.lib
pcl_kdtree_debug.lib
pcl_io_debug.lib
pcl_search_debug.lib
pcl_segmentation_debug.lib
pcl_apps_debug.lib
pcl_features_debug.lib
pcl_filters_debug.lib
pcl_visualization_debug.lib
pcl_common_debug.lib
flann_cpp_s-gd.lib
libboost_system-vc100-mt-gd-1_47.lib
libboost_filesystem-vc100-mt-gd-1_47.lib
libboost_thread-vc100-mt-gd-1_47.lib
libboost_date_time-vc100-mt-gd-1_47.lib
libboost_iostreams-vc100-mt-gd-1_47.lib
vtkalglib-gd.lib
vtkCharts-gd.lib
vtkCommon-gd.lib
vtkDICOMParser-gd.lib
vtkexoIIc-gd.lib
vtkexpat-gd.lib
vtkFiltering-gd.lib
vtkfreetype-gd.lib
vtkftgl-gd.lib
vtkGenericFiltering-gd.lib
vtkGeovis-gd.lib
vtkGraphics-gd.lib
vtkhdf5-gd.lib
vtkHybrid-gd.lib
vtkImaging-gd.lib
vtkInfovis-gd.lib
vtkIO-gd.lib
vtkjpeg-gd.lib
vtklibxml2-gd.lib
vtkmetaio-gd.lib
vtkNetCDF-gd.lib
vtkNetCDF_cxx-gd.lib
vtkpng-gd.lib
vtkproj4-gd.lib
vtkRendering-gd.lib
vtksqlite-gd.lib
vtksys-gd.lib
vtktiff-gd.lib
vtkverdict-gd.lib
vtkViews-gd.lib
vtkVolumeRendering-gd.lib
vtkWidgets-gd.lib
vtkzlib-gd.lib

正常情况下,此时是可以编译通过的,但是执行时找不到mypointcloud.pcd文件,创建mypointcloud.pcd文件

# .PCD v.7 - Point Cloud Data file format
VERSION .7
FIELDS x y z rgb
SIZE 4 4 4 4
TYPE F F F F
COUNT 1 1 1 1
WIDTH 213
HEIGHT 1
VIEWPOINT 0 0 0 1 0 0 0
POINTS 213
DATA ascii
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0.944 0.29474 0 4.2108e+06
0.98111 0.24247 0 4.2108e+06
0.93655 0.26143 0 4.2108e+06
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6、执行效果




### PCL库的学习教程与入门指南 #### 什么是PCL? 点云库(Point Cloud Library, PCL)是个独立的、大规模开源项目,专注于2D/3D图像和点云处理[^1]。它提供了丰富的算法实现,涵盖了点云获取、滤波、分割、特征提取、配准等多个领域。 #### 安装PCL 对于初学者来说,在Linux环境下安装PCL是最常见的选择之。以下是基于Ubuntu系统的安装方法概述: - 可以通过源码编译的方式安装最新版本的PCL。具体步骤可以参考份详细的博客笔记[^2],其中包含了针对Ubuntu 18.04的操作说明。 ```bash sudo apt-get update sudo apt-get install cmake libeigen3-dev libflann1.9 libflann-dev libboost-all-dev libsuitesparse-dev libqhull* libgtest-dev freeglut3-dev pkg-config git clone https://github.com/PointCloudLibrary/pcl.git cd pcl mkdir build && cd build cmake .. make -j$(nproc) sudo make install ``` #### 基础功能介绍 PCL的核心功能模块包括但不限于以下几个方面: - **加载与保存点云数据**:支持多种格式的数据读写操作,比如`.pcd`文件格式[^3]。 - **点云滤波**:去除噪声点或者下采样密集区域内的点集。 - **点云配准**:将不同视角下的两组或多组点云对齐到同坐标系下。 - **可视化工具**:提供简单易用的接口来展示三维空间中的点分布情况。 下面给出段简单的代码示例演示如何利用PCL加载并显示个PCD文件: ```cpp #include <iostream> #include <pcl/io/pcd_io.h> #include <pcl/visualization/cloud_viewer.h> int main(int argc, char** argv){ pcl::PointCloud<pcl::PointXYZ>::Ptr cloud(new pcl::PointCloud<pcl::PointXYZ>); if(pcl::io::loadPCDFile<pcl::PointXYZ>(argv[1], *cloud)==-1){ std::cerr << "Could not read file." << std::endl; return (-1); } pcl::visualization::CloudViewer viewer("Simple Viewer"); viewer.showCloud(cloud); while(!viewer.wasStopped()){ } return 0; } ``` 此程序首先定义了个指向`pcl::PointCloud<pcl::PointXYZ>`类型的智能指针变量`cloud`用来存储从外部导入的数据;接着调用了`pcl::io::loadPCDFile()`函数尝试打开指定路径下的.pcd文件并将内容赋值给该对象实例;最后创建了个名为"Simple Viewer"窗口并通过循环保持其持续运行状态直到用户主动关闭为止。 #### 推荐资源链接 除了上述提到的内容外,还有许多其他优秀的在线文档可以帮助进步加深理解: - 黄种庆老师的个人技术分享站点上有关于"PCL安装教程——Ubuntu18.04编译安装PCL点云库(稳定可靠)"的文章值得阅读; - 正式的[PCL Tutorials](https://pcl.readthedocs.io/projects/tutorials/en/master/)页面也是不可错过的重要参考资料; - 如果倾向于视频形式的教学,则可考虑访问黑马机器人的官方网站查阅系列课程《点云库PCL从入门到精通》。
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