[OpenCV] 3、直线提取 houghlines

时间:2023-03-09 13:05:09
[OpenCV] 3、直线提取 houghlines

>_<" 发现一个好的链接,是一个讲openCV的网站:http://www.opencv.org.cn/opencvdoc/2.3.2/html/index.html

>_<" 这次主要是houghlines变换来提取直线~

aaarticlea/png;base64,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*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" alt="" width="574" height="347" />

 #include "opencv2/highgui/highgui.hpp"
#include "opencv2/imgproc/imgproc.hpp"
#include <iostream> using namespace cv;
using namespace std; int main(int argc, char** argv)
{
const char* filename ="pic1.png";
Mat src = imread(filename, ); Mat dst, cdst;
/*采用 Canny 算法做边缘检测
//void cvCanny( const CvArr* image, CvArr* edges, double threshold1,
//double threshold2, int aperture_size=3 );
//threshold1 第一个阈值
//threshold2 第二个阈值
//aperture_size Sobel 算子内核大小 (见 cvSobel).
//函数 cvCanny 采用 CANNY 算法发现输入图像的边缘而且在输出图像中标识这些边缘。
//threshold1和threshold2 当中的小阈值用来控制边缘连接,大的阈值用来控制强边缘的初始分割。*/
Canny(src, dst, , , );
cvtColor(dst, cdst, CV_GRAY2BGR);//灰度化
#if 0
vector<Vec2f> lines;
/*利用 Hough 变换在二值图像中找到直线
CvSeq* cvHoughLines2( CvArr* image, void* line_storage, int method,
double rho, double theta, int threshold,
double param1=0, double param2=0 );
line_storage :检测到的线段存储仓.
Hough 变换变量,是下面变量的其中之一:
CV_HOUGH_STANDARD - 传统或标准 Hough 变换. 每一个线段由两个浮点数 (ρ, θ) 表示,
其中 ρ 是直线与原点 (0,0) 之间的距离,θ 线段与 x-轴之间的夹角。因此,矩阵类
型必须是 CV_32FC2 type.
CV_HOUGH_PROBABILISTIC - 概率 Hough 变换(如果图像包含一些长的线性分割,则效率更高).
它返回线段分割而不是整个线段。每个分割用起点和终点来表示,所以矩阵(或创建的序列)
类型是 CV_32SC4.
CV_HOUGH_MULTI_SCALE - 传统 Hough 变换的多尺度变种。
线段的编码方式与 CV_HOUGH_STANDARD 的一致。
rho 与象素相关单位的距离精度。
theta 弧度测量的角度精度。*/
HoughLines(dst, lines, , CV_PI/, , , ); for( size_t i = ; i < lines.size(); i++ )//将求得的线条画出来
{
float rho = lines[i][], theta = lines[i][];
Point pt1, pt2;
double a = cos(theta), b = sin(theta);
double x0 = a*rho, y0 = b*rho;
pt1.x = cvRound(x0 + *(-b));
pt1.y = cvRound(y0 + *(a));
pt2.x = cvRound(x0 - *(-b));
pt2.y = cvRound(y0 - *(a));
line( cdst, pt1, pt2, Scalar(,,), , CV_AA);
}
#else
vector<Vec4i> lines;
HoughLinesP(dst, lines, , CV_PI/, , , );
for( size_t i = ; i < lines.size(); i++ )
{
Vec4i l = lines[i];
line( cdst, Point(l[], l[]), Point(l[], l[]), Scalar(,,), , CV_AA);
}
#endif
imshow("source", src);
imshow("detected lines", cdst); waitKey(); return ;
}