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  • OpenCvSharp 识别颜色

    安装

    1. 新建winform程序
    2. 安装OpenCvSharp包 
    install-package OpenCvSharp4.Windows
    

    开发

      在 Form1窗体上添加一个按钮,在Click事件中添加如下代码:

       public partial class Form4 : Form
        {
            public Form4()
            {
                InitializeComponent();
            }
            private const string WINDOWS_NAME = "识别颜色";
     
            Mat img = new Mat();
            Mat mask = new Mat();
            Mat hsvMat = new Mat();
    
            private static int lowH = 98;
            private static int lowS = 193;
            private static int lowV = 0;
            private static int hightH = 150;
            private static int hightS = 255;
            private static int hightV = 255;
    
            private TrackbarCallbackNative callbackNative;
            private void button1_Click(object sender, EventArgs e)
            {
    
                //选择图片
                OpenFileDialog openFileDialog = new OpenFileDialog();
                openFileDialog.RestoreDirectory = true;
                string imgName = "";
                if (openFileDialog.ShowDialog() == DialogResult.OK)
                {
                    imgName = openFileDialog.FileName;
                } 
                img = Cv2.ImRead(imgName, ImreadModes.AnyColor);// new Mat("",);
                img.Resize(new OpenCvSharp.Size(500, 500));
    
                Cv2.CvtColor(img, hsvMat, ColorConversionCodes.BGR2HSV);
    
                onThresholdValueChange(1,img.Ptr());
                callbackNative = onThresholdValueChange;
                Cv2.CreateTrackbar("lowH", WINDOWS_NAME, ref lowH, 255, callbackNative, img.Ptr());
                Cv2.CreateTrackbar("lowS", WINDOWS_NAME, ref lowS, 255, callbackNative, img.Ptr());
                Cv2.CreateTrackbar("lowV", WINDOWS_NAME, ref lowV, 255, callbackNative, img.Ptr());
                Cv2.CreateTrackbar("hightH", WINDOWS_NAME, ref hightH, 255, callbackNative, img.Ptr());
                Cv2.CreateTrackbar("hightS", WINDOWS_NAME, ref hightS, 255, callbackNative, img.Ptr());
                Cv2.CreateTrackbar("hightV", WINDOWS_NAME, ref hightV, 255, callbackNative, img.Ptr());
            }
            
            private  void onThresholdValueChange(int pos, IntPtr userData)
            {
                var lowPurple = new Scalar(lowH, lowS, lowV);
                var highPurple = new Scalar(hightH, hightS, hightV);
                Cv2.InRange(hsvMat, lowPurple, highPurple, mask);
                var kernel = Cv2.GetStructuringElement(MorphShapes.Rect, new OpenCvSharp.Size(20, 20),
                    new OpenCvSharp.Point(-1, -1));
                Cv2.Threshold(mask, mask, 0, 255, ThresholdTypes.Binary); //二值化
                Cv2.Dilate(mask, mask, kernel); //膨胀
                Cv2.Erode(mask, mask, kernel);//腐蚀
                OpenCvSharp.Point[][] contours;
                HierarchyIndex[] hierarchy;
                Cv2.FindContours(mask, out contours, out hierarchy, RetrievalModes.CComp, ContourApproximationModes.ApproxSimple, null);
                if (contours.Length > 0)
                {
                    var boxes = contours.Select(Cv2.BoundingRect).Where(w=>w.Height>=10 && w.Width>10);
                    var imgTar = img.Clone();
                    foreach (var rect in boxes)
                    {
                        Cv2.Rectangle(imgTar, new OpenCvSharp.Point(rect.X, rect.Y), new OpenCvSharp.Point(rect.X + rect.Width, rect.Y + rect.Height), new OpenCvSharp.Scalar(153, 153, 0), 2);
                    }
                    Cv2.ImShow(WINDOWS_NAME, imgTar);
                }
                else
                {
                    Cv2.ImShow(WINDOWS_NAME, img);
                }
            }
        }

    效果如下:

       可以把托盘中没有瓶子的 位置都给识别出来

    腐蚀
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  • 原文地址:https://www.cnblogs.com/drzhong/p/12980912.html
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