private void GetLandmarks(OpenCvSharp.Mat frame, OpenCvSharp.Rect face, List <System.Drawing.Rectangle> rfaces)
{
EyePoints rightEye = new EyePoints(leftEye: true);
EyePoints leftEye = new EyePoints(leftEye: false);
ShapePredictor predictor = ShapePredictor.Deserialize(shapePredictorDataFile);
//Scalar eyecolor = new Scalar(0, 0, 255);
Array2D <byte> gray = ConvertMatToDlib2DArray(frame);
FullObjectDetection landmarks = predictor.Detect(gray, ConvertToDlib(face));
InitializeEyes(landmarks, leftEye, rightEye);
//DrawEye(que, landmarks, leftEye);
//DrawEye(que, landmarks, rightEye);
Rect leftboundingBox = BoundingBoxAroundEye(leftEye, 0);
rfaces.Add(FromOpenCvRect(leftboundingBox));
//DrawRect(frame, leftboundingBox);
OpenCvSharp.Point centerOfLeftEye = DetectCenterOfEye(frame, leftboundingBox);
centerOfLeftEye.X += leftboundingBox.X;
Rect rightboundingBox = BoundingBoxAroundEye(rightEye, 0);
rfaces.Add(FromOpenCvRect(rightboundingBox));
//DrawRect(frame, rightboundingBox);
OpenCvSharp.Point centerOfRightEye = DetectCenterOfEye(frame, rightboundingBox);
centerOfRightEye.X += rightboundingBox.X;
EyeDirection leftEyeDirection = leftEye.GetEyePosition(centerOfLeftEye);
EyeDirection rightEyeDirection = rightEye.GetEyePosition(centerOfRightEye);
//EyeDirection eyeDirection = EyeDirection.unknown;
//if (leftEyeDirection == EyeDirection.center || rightEyeDirection == EyeDirection.center) eyeDirection = EyeDirection.center;
//else if (leftEyeDirection == EyeDirection.left) eyeDirection = EyeDirection.left;
//else if (rightEyeDirection == EyeDirection.right) eyeDirection = EyeDirection.right;
//OpenCvSharp.Point position = new OpenCvSharp.Point(50, 50);
//Cv2.PutText(img: frame, text: eyeDirection.ToDisplay(), org: position, fontFace: HersheyFonts.HersheySimplex, fontScale: 2, new Scalar(0, 0, 255));
}
private void StartWebCam(BackgroundWorker worker = null)
{
if (cap == null)
{
cap = new VideoCapture(0);
}
if (!cap.Open(0))
{
return;
}
OpenCvSharp.Cv2.NamedWindow("Video", WindowMode.AutoSize);
int cnt = 0;
Mat frame = new Mat();
EyePoints rightEye = new EyePoints(true);
EyePoints leftEye = new EyePoints(false);
IsRunning = true;
while (IsRunning)
{
bool result = cap.Read(frame);
if (!result)
{
worker.CancelAsync();
IsRunning = false;
}
if (frame != null && (frame.Rows * frame.Cols > 0))
{
cnt++;
if (cnt % frameskip == 0)
{
FrameQueue.Enqueue(frame);
cnt = 0;
}
}
while (FrameQueue.Count > 0)
{
Mat que = FrameQueue.Dequeue();
Rect[] faces = GetFaces(que, 1);
for (int i = 0; i < faces.Length; i++)
{
//GetFaceInRect(faces[i], que, i);
Scalar eyecolor = new Scalar(0, 0, 255);
Array2D <byte> gray = ConvertMatToDlib2DArray(que);
FullObjectDetection landmarks = predictor.Detect(gray, ConvertToDlib(faces[i]));
InitializeEyes(landmarks, leftEye, rightEye);
//DrawEye(que, landmarks, leftEye);
//DrawEye(que, landmarks, rightEye);
Rect leftboundingBox = BoundingBoxAroundEye(leftEye, 0);
DrawRect(que, leftboundingBox);
OpenCvSharp.Point centerOfLeftEye = DetectCenterOfEye(que, leftboundingBox);
centerOfLeftEye.X += leftboundingBox.X;
Rect rightboundingBox = BoundingBoxAroundEye(rightEye, 0);
DrawRect(que, rightboundingBox);
OpenCvSharp.Point centerOfRightEye = DetectCenterOfEye(que, rightboundingBox);
centerOfRightEye.X += rightboundingBox.X;
EyeDirection leftEyeDirection = leftEye.GetEyePosition(centerOfLeftEye);
EyeDirection rightEyeDirection = rightEye.GetEyePosition(centerOfRightEye);
EyeDirection eyeDirection = EyeDirection.unknown;
if (leftEyeDirection == EyeDirection.center || rightEyeDirection == EyeDirection.center)
{
eyeDirection = EyeDirection.center;
}
else if (leftEyeDirection == EyeDirection.left)
{
eyeDirection = EyeDirection.left;
}
else if (rightEyeDirection == EyeDirection.right)
{
eyeDirection = EyeDirection.right;
}
OpenCvSharp.Point position = new OpenCvSharp.Point(50, 50);
Cv2.PutText(img: que, text: eyeDirection.ToDisplay(), org: position, fontFace: HersheyFonts.HersheySimplex, fontScale: 2, new Scalar(0, 0, 255));
}
//BitmapImage bmi = ConvertToBMI(frame, cnt, "D:/junk/TestCamImages");
if (worker != null)
{
//worker.ReportProgress(cnt, bmi);
try
{
OpenCvSharp.Cv2.ImShow("Video", que);
int key = Cv2.WaitKey(10); // as in 10 milliseconds
if (key == 27)
{
worker.CancelAsync();
IsRunning = false;
}
}
catch (Exception ex)
{
string msg = ex.Message;
}
}
if (worker.CancellationPending)
{
Cv2.DestroyWindow("Video");
break;
}
}
}
}
private void StartWebCam()
{
bool useHaarcascade = true;
if (cap == null)
{
cap = new VideoCapture(0);
}
if (!cap.Open(0))
{
return;
}
OpenCvSharp.Cv2.NamedWindow("Video", WindowMode.AutoSize);
EyePoints rightEye = new EyePoints(true);
EyePoints leftEye = new EyePoints(false);
IsRunning = true;
while (IsRunning)
{
frame = new Mat();
bool result = cap.Read(frame);
if (!result)
{
IsRunning = false;
break;
}
Rect[] faces = useHaarcascade ? GetHaarcascadeFaces(frame, 1) : GetDnnFaces(frame, 1);
if (faces == null)
{
continue;
}
for (int i = 0; i < faces.Length; i++)
{
//GetFaceInRect(faces[i], que, i);
Scalar eyecolor = new Scalar(0, 0, 255);
Array2D <byte> gray = ConvertMatToDlib2DArray(frame);
FullObjectDetection landmarks = predictor.Detect(gray, ConvertToDlib(faces[i]));
InitializeEyes(landmarks, leftEye, rightEye);
//DrawEye(que, landmarks, leftEye);
//DrawEye(que, landmarks, rightEye);
Rect leftboundingBox = BoundingBoxAroundEye(leftEye, 0);
DrawRect(frame, leftboundingBox);
OpenCvSharp.Point centerOfLeftEye = DetectCenterOfEye(frame, leftboundingBox);
centerOfLeftEye.X += leftboundingBox.X;
Rect rightboundingBox = BoundingBoxAroundEye(rightEye, 0);
DrawRect(frame, rightboundingBox);
OpenCvSharp.Point centerOfRightEye = DetectCenterOfEye(frame, rightboundingBox);
centerOfRightEye.X += rightboundingBox.X;
EyeDirection leftEyeDirection = leftEye.GetEyePosition(centerOfLeftEye);
EyeDirection rightEyeDirection = rightEye.GetEyePosition(centerOfRightEye);
EyeDirection eyeDirection = EyeDirection.unknown;
if (leftEyeDirection == EyeDirection.center || rightEyeDirection == EyeDirection.center)
{
eyeDirection = EyeDirection.center;
}
else if (leftEyeDirection == EyeDirection.left)
{
eyeDirection = EyeDirection.left;
}
else if (rightEyeDirection == EyeDirection.right)
{
eyeDirection = EyeDirection.right;
}
OpenCvSharp.Point position = new OpenCvSharp.Point(50, 50);
Cv2.PutText(img: frame, text: eyeDirection.ToDisplay(), org: position, fontFace: HersheyFonts.HersheySimplex, fontScale: 2, new Scalar(0, 0, 255));
}
try
{
OpenCvSharp.Cv2.ImShow("Video", frame);
int key = Cv2.WaitKey(10); // as in 10 milliseconds
if (key == 27)
{
IsRunning = false;
}
}
catch (Exception ex)
{
string msg = ex.Message;
}
frame.Dispose();
}
}