双目视差生成点云图像

代码如下：

#include 
#include 
#include 
#include 
#include 
#include 
#include 
#include 

using namespace std;
using namespace Eigen;

// 文件路径，如果不对，请调整
string left_file = "/home/lgl/project/第四讲习题/作业题/双目视差的使用/left.png";
string right_file = "/home/lgl/project/第四讲习题/作业题/双目视差的使用/right.png";
string disparity_file = "/home/lgl/project/第四讲习题/作业题/双目视差的使用/disparity.png";

// 在panglin中画图，已写好，无需调整
void showPointCloud(const vector> &pointcloud);

int main(int argc, char **argv) {

    // 内参
    double fx = 718.856, fy = 718.856, cx = 607.1928, cy = 185.2157;
    // 间距
    double b = 0.573;  // (注意此处的间距为双目相机左右光圈的间距)

    // 读取图像
    cv::Mat left = cv::imread(left_file, 0);
    cv::Mat right = cv::imread(right_file, 0);
    cv::Mat disparity = cv::imread(disparity_file, 0); // disparty 为CV_8U,单位为像素
    if(left.data)
        cout<<"loaded left.png"<> pointcloud;

    // TODO 根据双目模型计算点云
    // 如果你的机器慢，请把后面的v++和u++改成v+=2, u+=2
    for (int v = 0; v < left.rows; v++)
        for (int u = 0; u < left.cols; u++) {

            Vector4d point(0, 0, 0, left.at(v, u) / 255.0); // 前三维为xyz,第四维为颜色

            // start your code here (~6 lines)
            // 根据双目模型计算 point 的位置
            unsigned int d=disparity.ptr(v)[u];
            if(d==0)
            {
                cout<<"d==0"<> &pointcloud) {

    if (pointcloud.empty()) {
        cerr << "Point cloud is empty!" << endl;
        return;
    }

    pangolin::CreateWindowAndBind("Point Cloud Viewer", 1024, 768);
    glEnable(GL_DEPTH_TEST);
    glEnable(GL_BLEND);
    glBlendFunc(GL_SRC_ALPHA, GL_ONE_MINUS_SRC_ALPHA);

    pangolin::OpenGlRenderState s_cam(
            pangolin::ProjectionMatrix(1024, 768, 500, 500, 512, 389, 0.1, 1000),
            pangolin::ModelViewLookAt(0, -0.1, -1.8, 0, 0, 0, 0.0, -1.0, 0.0)
    );

    pangolin::View &d_cam = pangolin::CreateDisplay()
            .SetBounds(0.0, 1.0, pangolin::Attach::Pix(175), 1.0, -1024.0f / 768.0f)
            .SetHandler(new pangolin::Handler3D(s_cam));

    while (pangolin::ShouldQuit() == false) {
        glClear(GL_COLOR_BUFFER_BIT | GL_DEPTH_BUFFER_BIT);

        d_cam.Activate(s_cam);
        glClearColor(1.0f, 1.0f, 1.0f, 1.0f);

        glPointSize(2);
        glBegin(GL_POINTS);
        for (auto &p: pointcloud) {
            glColor3f(p[3], p[3], p[3]);
            glVertex3d(p[0], p[1], p[2]);
        }
        glEnd();
        pangolin::FinishFrame();
        usleep(5000);   // sleep 5 ms
    }
    return ;
}