OpenCV寻找物体的凸包convexHull()
应用到的知识点:
1.寻找物体的凸包convexHull
2.定义和输出vector容器点坐标
3.随机数发生器
==================================
凸包检测示例程序:
//寻找物体的凸包convexHull
//定义和输出vector容器点坐标
#include <opencv2/opencv.hpp>
#include "opencv2/highgui/highgui.hpp"
#include "opencv2/imgproc/imgproc.hpp"
#include <vector>
using namespace std;
using namespace cv;
int main(int argc, char** argv)
{
Mat testImage(600, 600, CV_8UC3);//画布大小600x600
RNG& rng = theRNG();
//按回车键一直更新
while (1)
{
//int count = (unsigned)rng % 100 + 8;//随机生成点的数量
int count = rng.uniform(5, 20);//随机产生点的个数
cout << "凸包包含 " << count << " 个点" << endl;
cout << "各点坐标如下:" << endl;//输出产生随机点个数
vector<Point>points;//vector容器存放点坐标
for (int i = 0; i < count; i++)
{
Point point;
//点坐标随机产生
point.x = rng.uniform(testImage.cols / 5, testImage.cols * 4 / 5); //横坐标x在范围(600/1,600*4/5)随机产生
point.y = rng.uniform(testImage.rows / 4, testImage.rows * 3 / 4);//纵坐标y在范围(600/4,600*3/4)随机产生
points.push_back(point);
cout << "Point" << i + 1 << ": " << point << endl;//依次输出随机产生每个点的坐标
}
cout << "基于Mat的vector:\n" << Mat(points) << endl;//基于Mat类的vector将以矩阵形式输出坐标
//检测凸包
vector<int >hull;
convexHull(Mat(points), hull, true);
testImage = Scalar::all(0);//将画布设置为黑色
for (int i = 0; i < count; i++)
circle(testImage, points[i], 5, Scalar(255, 0, 255), -1, 4);//以随机点为圆心,画出半径为5的实心圆(标记作用)
//参数准备
int hullcout = (int)hull.size();//凸包的边数
Point point0 = points[hull[hullcout - 1]];//连接凸包的坐标点
//依次连接随机点,绘制凸包
for (int i = 0; i < hullcout; i++)
{
Point point = points[hull[i]];
line(testImage, point0, point, Scalar(0, 255, 255), 1, 4);//连接线条颜色为黄色
point0 = point;
}
//输出
imshow("凸包绘制检测", testImage);
char key;
key = (char)waitKey();
if (key == 27 || key == 'q' || key == 'Q')//按下ESC 或q 或 Q 退出
break;
}
return 0;
}
==================================
运行结果:
运行结果1
![](https://img.laitimes.com/img/_0nNw4CM6IyYiwiM6ICdiwiI0NXYFhGd192UvwVe0lmdhJ3ZvwFM38CXlZHbvN3cpR2Lc1TPB10QGtWUCpEMJ9CXsxWam9CXwADNvwVZ6l2c052bm9CXUJDT1wkNhVzLcRnbvZ2LcZXUYpVd1kmYr50MZV3YyI2cKJDT29GRjBjUIF2LcRHelR3LcJzLctmch1mclRXY39jM0IzN0YTM0EDOycDM2EDMy8CX0Vmbu4GZzNmLn9Gbi1yZtl2Lc9CX6MHc0RHaiojIsJye.jpg)
注意比较两种坐标的输出格式,一个是std::vector格式,另一种是基于Mat的vector格式(矩阵形式)。
============================================================
运行结果2
========================================================================================