Opencv Emgu c#人脸提取

Question

到目前为止，我已经成功让我的程序工作并检测人脸。现在我想做的是提取检测到的区域并显示在我添加的新图片框中。完成后，我还想将图片添加到数据库中，并将检测到的人脸与它们进行比对。

请帮忙实现这个功能。

 private void ProcessFrame(object sender, EventArgs arg)
    {
        Image<Bgr, Byte> frame = _capture.QueryFrame();                       
        Image<Gray, Byte> gray = frame.Convert<Gray, Byte>(); //Convert it to Grayscale

         //normalizes brightness and increases contrast of the image
        gray._EqualizeHist();

        //Read the HaarCascade objects
        HaarCascade face = new HaarCascade("haarcascade_frontalface_alt_tree.xml");
        HaarCascade eye = new HaarCascade("haarcascade_eye.xml");

        //Detect the faces  from the gray scale image and store the locations as rectangle
        //The first dimensional is the channel
        //The second dimension is the index of the rectangle in the specific channel
        MCvAvgComp[][] facesDetected = gray.DetectHaarCascade(
           face,
           1.1,
           10,
           Emgu.CV.CvEnum.HAAR_DETECTION_TYPE.DO_ROUGH_SEARCH,
           new Size(20, 20));

        foreach (MCvAvgComp f in facesDetected[0])
        {
            //draw the face detected in the 0th (gray) channel with blue color
            frame.Draw(f.rect, new Bgr(Color.Blue), 2);
            /*
            //Set the region of interest on the faces
            gray.ROI = f.rect;
            MCvAvgComp[][] eyesDetected = gray.DetectHaarCascade(
               eye,
               1.1,
               10,
               Emgu.CV.CvEnum.HAAR_DETECTION_TYPE.DO_ROUGH_SEARCH,
               new Size(20, 20));
            gray.ROI = Rectangle.Empty;

            foreach (MCvAvgComp e in eyesDetected[0])
            {
                Rectangle eyeRect = e.rect;
                eyeRect.Offset(f.rect.X, f.rect.Y);
                frame.Draw(eyeRect, new Bgr(Color.Red), 2);

            }*/
        }

        pictureBox1.Image = frame.ToBitmap();Application.DoEvents();
    }

    private void button1_Click(object sender, EventArgs e)
    {
        #region if capture is not created, create it now
        if (_capture == null)
        {
            try
            {
                _capture = new Capture();
            }
            catch (NullReferenceException excpt)
            {
                MessageBox.Show(excpt.Message);
            }
        }
        #endregion

        if (_capture != null)
        {
            if (_captureInProgress)
            {  //stop the capture
                button1.Text = "Start Capture";
                Application.Idle -= ProcessFrame;
            }
            else
            {
                //start the capture
                button1.Text = "Stop";
                Application.Idle += ProcessFrame;
            }

            _captureInProgress = !_captureInProgress;
        }
    }

- Afnan Bashir

Answer 1

我已经成功完成了这个任务，但我会把这个答案分享出来，以便帮助其他人解决同样的问题。

gray.ROI = f.rect;

然后你可以将灰色分配给任何图片框，这样只会显示检测到的区域。

- Afnan Bashir