• 基于比例法和颜色筛选的面积计算


    有一个已知的面积作为标定,比例法来计算,颜色识别inrange()函数用来区分不同的图像,

    OpenCv麻烦的就是得自己去修改参数

    Mat g_srcImage2, g_grayImage2;
    vector<Vec4i>g_vHierarchy2;
    Mat g_srcImage, g_grayImage;
    int main()
    {
    
        VideoCapture capture(0);
        while (1)
        {
            //载入源图像
            system("color 02");
            capture >> g_srcImage;// = imread("D:\6666.jpg");
            imshow("原图", g_srcImage);
            capture >> g_srcImage2;// = imread("D:\6666.jpg");
            cvtColor(g_srcImage2, g_grayImage2, COLOR_BGR2HSV);//对图像HSV处理
            inRange(g_grayImage2, Scalar(0, 0, 0), Scalar(180, 255, 46), g_grayImage2);//颜色识别--黑色的标定面积
            imshow("黑色的标定面积", g_grayImage2);
    
            ////////////////////////////寻找最小矩形边框//////////////////////////////////////////////////////////
            vector<vector<Point>>contours2;
            vector<Vec4i>hierarchy2;
            findContours(g_grayImage2, contours2, hierarchy2, RETR_EXTERNAL, CHAIN_APPROX_SIMPLE);
            RotatedRect box2;
            double area2 = 0;
    
            for (int i = 0; i < contours2.size(); i++)
            {
                if (contourArea(contours2[i]) > area2)
                {
                    box2 = minAreaRect(contours2[i]);
                    area2 = contourArea(contours2[i]);
                }
            }
            Point2f vertex2[4];
            box2.points(vertex2);
            for (int i = 0; i < 4; i++)
            {
                box2.size.width;
                line(g_grayImage2, vertex2[i], vertex2[(i + 1) % 4], Scalar(100, 200, 211), 2, LINE_AA);
            }
    
            cvtColor(g_srcImage, g_grayImage, COLOR_BGR2HSV);//对图像HSV处理
            inRange(g_grayImage, Scalar(44, 86, 20), Scalar(111, 255, 255), g_grayImage);//电路板识别
                            //寻找最小矩形边框
            vector<vector<Point>>contours;
            vector<Vec4i>hierarchy;
            findContours(g_grayImage, contours, hierarchy, RETR_EXTERNAL, CHAIN_APPROX_SIMPLE);
            RotatedRect box;
            double area = 0;
            for (int i = 0; i < contours.size(); i++)
            {
                if (contourArea(contours[i]) > area)
                {
                    box = minAreaRect(contours[i]);
                    area = contourArea(contours[i]);
                }
            }
            Point2f vertex[4];
            box.points(vertex);
            for (int i = 0; i < 4; i++)
            {
                box.size.width;
                line(g_grayImage, vertex[i], vertex[(i + 1) % 4], Scalar(100, 200, 211), 2, LINE_AA);
                system("color 02");
                cout << "宽度" << box.size.width / box2.size.width * 30 << endl << "长度" << box.size.height / box2.size.height * 30 << endl << "面积" << endl << box.size.height * box.size.width / box2.size.height / box2.size.width * 900 << endl;
            }
            waitKey(50);
        }
        return 0;
    }
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  • 原文地址:https://www.cnblogs.com/Loving-Q/p/12636595.html
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