霍夫变换用来直线,圆等检测,使用的前提条件是边缘检测(如canny,sobel等)已经完成。
#include <opencv2/opencv.hpp>
#include <iostream>
#include <math.h>
using namespace std;
using namespace cv;
Mat src, dst;
int main(){
Mat src1;
src1 = imread("/Users/ming/Documents/test2.jpg");
resize(src1, src, Size(src1.cols/2, src1.rows/2));
if (!src.data){
printf("cannot load image ...");
return -1;
}
namedWindow("src img", CV_WINDOW_AUTOSIZE);
imshow("src img", src);
Mat src_gray;
cvtColor(src, src_gray, CV_WINDOW_AUTOSIZE);
Mat src_canny;
Canny(src_gray, src_canny, 120, 200); //边缘检测
imshow("edge img", src_canny);
//霍夫直线检测
vector<Vec4f> line_data;
HoughLinesP(src_canny, line_data, 1, CV_PI/180.0, 80, 10 ,20);
//把得到的直线显示在图中
Scalar color = Scalar(255, 0, 0);
for (size_t i = 0; i < line_data.size(); i++){
Vec4f temp = line_data[i];
line(src, Point(temp[0], temp[1]), Point(temp[2], temp[3]), color, 2);
}
imshow("houghLinesP img", src);
waitKey(0);
return 0;
}