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- /**
- * @file houghlines.cpp
- * @brief This program demonstrates line finding with the Hough transform
- */
- #include "opencv2/imgcodecs.hpp"
- #include "opencv2/highgui.hpp"
- #include "opencv2/imgproc.hpp"
- using namespace cv;
- using namespace std;
- int main(int argc, char** argv)
- {
- // Declare the output variables
- Mat dst, cdst, cdstP;
- //![load]
- const char* default_file = "sudoku.png";
- const char* filename = argc >=2 ? argv[1] : default_file;
- // Loads an image
- Mat src = imread( samples::findFile( filename ), IMREAD_GRAYSCALE );
- // Check if image is loaded fine
- if(src.empty()){
- printf(" Error opening image\n");
- printf(" Program Arguments: [image_name -- default %s] \n", default_file);
- return -1;
- }
- //![load]
- //![edge_detection]
- // Edge detection
- Canny(src, dst, 50, 200, 3);
- //![edge_detection]
- // Copy edges to the images that will display the results in BGR
- cvtColor(dst, cdst, COLOR_GRAY2BGR);
- cdstP = cdst.clone();
- //![hough_lines]
- // Standard Hough Line Transform
- vector<Vec2f> lines; // will hold the results of the detection
- HoughLines(dst, lines, 1, CV_PI/180, 150, 0, 0 ); // runs the actual detection
- //![hough_lines]
- //![draw_lines]
- // Draw the lines
- for( size_t i = 0; i < lines.size(); i++ )
- {
- float rho = lines[i][0], theta = lines[i][1];
- Point pt1, pt2;
- double a = cos(theta), b = sin(theta);
- double x0 = a*rho, y0 = b*rho;
- pt1.x = cvRound(x0 + 1000*(-b));
- pt1.y = cvRound(y0 + 1000*(a));
- pt2.x = cvRound(x0 - 1000*(-b));
- pt2.y = cvRound(y0 - 1000*(a));
- line( cdst, pt1, pt2, Scalar(0,0,255), 3, LINE_AA);
- }
- //![draw_lines]
- //![hough_lines_p]
- // Probabilistic Line Transform
- vector<Vec4i> linesP; // will hold the results of the detection
- HoughLinesP(dst, linesP, 1, CV_PI/180, 50, 50, 10 ); // runs the actual detection
- //![hough_lines_p]
- //![draw_lines_p]
- // Draw the lines
- for( size_t i = 0; i < linesP.size(); i++ )
- {
- Vec4i l = linesP[i];
- line( cdstP, Point(l[0], l[1]), Point(l[2], l[3]), Scalar(0,0,255), 3, LINE_AA);
- }
- //![draw_lines_p]
- //![imshow]
- // Show results
- imshow("Source", src);
- imshow("Detected Lines (in red) - Standard Hough Line Transform", cdst);
- imshow("Detected Lines (in red) - Probabilistic Line Transform", cdstP);
- //![imshow]
- //![exit]
- // Wait and Exit
- waitKey();
- return 0;
- //![exit]
- }
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