OpenCV联通组件扫描

注：黑色背景

void ccl_demo()
{

	QString appPath = QCoreApplication::applicationDirPath();
	QString imagePath = appPath + "/rice.png";
	Mat img = cv::imread(imagePath.toStdString());
	if (img.empty()) {
		return;
	}
	namedWindow("input", WINDOW_AUTOSIZE);
	imshow("input", img);

	//高斯模糊：降噪
	GaussianBlur(img, img, Size(3, 3),0);

	//To gray image
	Mat gray, binary;
	cvtColor(img, gray, COLOR_BGR2GRAY);
	imshow("gray", gray);

	//OTSU
	double m_otsu = threshold(gray, binary, 0, 255, THRESH_BINARY | THRESH_OTSU);
	imshow("BINARY", binary);

	ccl_stats_demo(binary);

}
void ccl_stats_demo(Mat &image)
{
	Mat labels = Mat::zeros(image.size(), CV_32S);
	Mat stats, centrolds;
	int num_labels = connectedComponentsWithStats(image,labels,stats,centrolds,8, CV_32S, CCL_DEFAULT);

	vector<Vec3b> colorTable(num_labels);

	RNG rng(12345);
	//background color
	colorTable[0] = Vec3b(0, 0, 0);
	
	for (int i = 1; i < num_labels; i++)
	{
		colorTable[i] = Vec3b(rng.uniform(0, 256), rng.uniform(0, 256), rng.uniform(0, 256));
	}
	Mat result = Mat::zeros(image.size(), CV_8UC3);
	int w = result.cols;
	int h = result.rows;
	for (int row = 0; row < h; row++)
	{
		for (int col = 0; col < w; col++)
		{
			int label = labels.at<int>(row, col);
			result.at<Vec3b>(row, col) = colorTable[label];
		}
	}

	for (int i = 1; i < num_labels; i++)
	{
		//center
		int cx = centrolds.at<double>(i, 0);
		int cy = centrolds.at<double>(i, 1);
		//rectangle
		int x = stats.at<int>(i, CC_STAT_LEFT);
		int y = stats.at<int>(i, CC_STAT_TOP);
		int w = stats.at<int>(i, CC_STAT_WIDTH);
		int h = stats.at<int>(i, CC_STAT_HEIGHT);
		int area = stats.at<int>(i, CC_STAT_AREA);

		circle(result, Point(cx, cy), 3, Scalar(0, 0, 255), 2, 8, 0);
		Rect box(x, y, w, h);
		rectangle(result, box, Scalar(0, 255, 0), 2, 8, 0);
		putText(result, format("%d", area), Point(x,y), FONT_HERSHEY_PLAIN, 1.0, Scalar(0, 255, 255), 1);
	}

	putText(result, format("number:%d", num_labels-1), Point(10, 10), FONT_HERSHEY_PLAIN, 1.0, Scalar(0, 0, 255), 1);
	imshow("CCL demo", result);
}
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