/* edge_drawing.cpp This example illustrates how to use cv.ximgproc.EdgeDrawing class. It uses the OpenCV library to load an image, and then use the EdgeDrawing class to detect edges, lines, and ellipses. The detected features are then drawn and displayed. The main loop allows the user changing parameters of EdgeDrawing by pressing following keys: to toggle the grayscale conversion press 'space' key to increase MinPathLength value press '/' key to decrease MinPathLength value press '*' key to increase MinLineLength value press '+' key to decrease MinLineLength value press '-' key to toggle NFAValidation value press 'n' key to toggle PFmode value press 'p' key to save parameters to file press 's' key to load parameters from file press 'l' key The program exits when the Esc key is pressed. */ #include #include #include #include void EdgeDrawingDemo(const cv::Mat src, cv::Ptr ed, bool convert_to_gray); void EdgeDrawingDemo(const cv::Mat src, cv::Ptr ed, bool convert_to_gray) { cv::Mat ssrc = cv::Mat::zeros(src.size(), src.type()); cv::Mat lsrc = src.clone(); cv::Mat esrc = src.clone(); std::cout << std::endl << "convert_to_gray: " << convert_to_gray << std::endl; std::cout << "MinPathLength: " << ed->params.MinPathLength << std::endl; std::cout << "MinLineLength: " << ed->params.MinLineLength << std::endl; std::cout << "PFmode: " << ed->params.PFmode << std::endl; std::cout << "NFAValidation: " << ed->params.NFAValidation << std::endl; cv::TickMeter tm; tm.start(); cv::Mat img_to_detect; if (convert_to_gray) { cv::cvtColor(src, img_to_detect, cv::COLOR_BGR2GRAY); } else { img_to_detect = src; } cv::imshow("source image", img_to_detect); tm.start(); // Detect edges ed->detectEdges(img_to_detect); std::vector> segments = ed->getSegments(); std::vector lines; ed->detectLines(lines); std::vector ellipses; ed->detectEllipses(ellipses); tm.stop(); cv::RNG& rng = cv::theRNG(); cv::setRNGSeed(0); // Draw detected edge segments for (const auto& segment : segments) { cv::Scalar color(rng.uniform(0, 256), rng.uniform(0, 256), rng.uniform(0, 256)); cv::polylines(ssrc, segment, false, color, 1, cv::LINE_8); } cv::imshow("detected edge segments", ssrc); // Draw detected lines if (!lines.empty()) // Check if the lines have been found and only then iterate over these and add them to the image { for (size_t i = 0; i < lines.size(); i++) { cv::line(lsrc, cv::Point2d(lines[i][0], lines[i][1]), cv::Point2d(lines[i][2], lines[i][3]), cv::Scalar(0, 0, 255), 1, cv::LINE_AA); } } cv::imshow("detected lines", lsrc); // Draw detected circles and ellipses if (!ellipses.empty()) // Check if circles and ellipses have been found and only then iterate over these and add them to the image { for (const auto& ellipse : ellipses) { cv::Point center((int)ellipse[0], (int)ellipse[1]); cv::Size axes((int)ellipse[2] + (int)ellipse[3], (int)ellipse[2] + (int)ellipse[4]); double angle(ellipse[5]); cv::Scalar color = (ellipse[2] == 0) ? cv::Scalar(0, 255, 0) : cv::Scalar(0, 0, 255); cv::ellipse(esrc, center, axes, angle, 0, 360, color, 1, cv::LINE_AA); } } cv::imshow("detected circles and ellipses", esrc); std::cout << "Total Detection Time : " << tm.getTimeMilli() << "ms." << std::endl; } int main(int argc, char** argv) { std::string filename = (argc > 1) ? argv[1] : "board.jpg"; cv::Mat src = cv::imread(cv::samples::findFile(filename)); if (src.empty()) { std::cerr << "Error: Could not open or find the image!" << std::endl; return -1; } cv::Ptr ed = cv::ximgproc::createEdgeDrawing(); // Set parameters (refer to the documentation for all parameters) ed->params.MinPathLength = 10; // try changing this value by pressing '/' and '*' keys ed->params.MinLineLength = 10; // try changing this value by pressing '+' and '-' keys ed->params.PFmode = false; // default value is false, try switching by pressing 'p' key ed->params.NFAValidation = true; // default value is true, try switching by pressing 'n' key bool convert_to_gray = true; int key = 0; while (key != 27) { EdgeDrawingDemo(src, ed, convert_to_gray); key = cv::waitKey(0); switch (key) { case 32: // space key convert_to_gray = !convert_to_gray; break; case 'p': // 'p' key ed->params.PFmode = !ed->params.PFmode; break; case 'n': // 'n' key ed->params.NFAValidation = !ed->params.NFAValidation; break; case '+': // '+' key ed->params.MinLineLength = std::max(0, ed->params.MinLineLength + 5); break; case '-': // '-' key ed->params.MinLineLength = std::max(0, ed->params.MinLineLength - 5); break; case '/': // '/' key ed->params.MinPathLength += 20; break; case '*': // '*' key ed->params.MinPathLength = std::max(0, ed->params.MinPathLength - 20); break; case 's': // 's' key { cv::FileStorage fs("ed-params.xml", cv::FileStorage::WRITE); ed->params.write(fs); fs.release(); std::cout << "Parameters saved to ed-params.xml" << std::endl; } break; case 'l': // 'l' key { cv::FileStorage fs("ed-params.xml", cv::FileStorage::READ); if (fs.isOpened()) { ed->params.read(fs.root()); fs.release(); std::cout << "Parameters loaded from ed-params.xml" << std::endl; } } break; default: break; } } return 0; }