// Update is called once per frame
void Update()
{
if (sourceToMatHelper.IsPlaying() && sourceToMatHelper.DidUpdateThisFrame())
{
Mat rgbMat = sourceToMatHelper.GetMat();
OpenCVForUnityUtils.SetImage(faceLandmarkDetector, rgbMat);
//detect face rects
List <UnityEngine.Rect> detectResult = faceLandmarkDetector.Detect();
foreach (var rect in detectResult)
{
//detect landmark points
List <Vector2> points = faceLandmarkDetector.DetectLandmark(rect);
//draw landmark points
OpenCVForUnityUtils.DrawFaceLandmark(rgbMat, points, new Scalar(0, 255, 0), 2);
//draw face rect
OpenCVForUnityUtils.DrawFaceRect(rgbMat, rect, new Scalar(255, 0, 0), 2);
}
//Imgproc.putText (rgbMat, "W:" + rgbMat.width () + " H:" + rgbMat.height () + " SO:" + Screen.orientation, new Point (5, rgbMat.rows () - 10), Imgproc.FONT_HERSHEY_SIMPLEX, 0.5, new Scalar (255, 255, 255), 1, Imgproc.LINE_AA, false);
Utils.fastMatToTexture2D(rgbMat, texture);
}
}
// Update is called once per frame
void Update()
{
if (sourceToMatHelper.IsPlaying() && sourceToMatHelper.DidUpdateThisFrame())
{
Mat rgbMat = sourceToMatHelper.GetMat();
using (MatOfRect locations = new MatOfRect())
using (MatOfDouble weights = new MatOfDouble())
{
des.setSVMDetector(HOGDescriptor.getDefaultPeopleDetector());
des.detectMultiScale(rgbMat, locations, weights);
OpenCVForUnity.CoreModule.Rect[] rects = locations.toArray();
for (int i = 0; i < rects.Length; i++)
{
//Debug.Log ("detected person " + rects [i]);
Imgproc.rectangle(rgbMat, new Point(rects[i].x, rects[i].y), new Point(rects[i].x + rects[i].width, rects[i].y + rects[i].height), new Scalar(255, 0, 0), 2);
}
//Debug.Log (locations.ToString ());
//Debug.Log (weights.ToString ());
Utils.fastMatToTexture2D(rgbMat, texture);
}
}
}
// Update is called once per frame
void Update()
{
if (sourceToMatHelper.IsPlaying() && sourceToMatHelper.DidUpdateThisFrame())
{
Mat rgbMat = sourceToMatHelper.GetMat();
// detect faces.
List <Rect> detectResult = new List <Rect>();
if (useDlibFaceDetecter)
{
OpenCVForUnityUtils.SetImage(faceLandmarkDetector, rgbMat);
List <UnityEngine.Rect> result = faceLandmarkDetector.Detect();
foreach (var unityRect in result)
{
detectResult.Add(new Rect((int)unityRect.x, (int)unityRect.y, (int)unityRect.width, (int)unityRect.height));
}
}
else
{
// convert image to greyscale.
Imgproc.cvtColor(rgbMat, grayMat, Imgproc.COLOR_RGB2GRAY);
using (Mat equalizeHistMat = new Mat())
using (MatOfRect faces = new MatOfRect())
{
Imgproc.equalizeHist(grayMat, equalizeHistMat);
cascade.detectMultiScale(equalizeHistMat, faces, 1.1f, 2, 0 | Objdetect.CASCADE_SCALE_IMAGE, new Size(equalizeHistMat.cols() * 0.15, equalizeHistMat.cols() * 0.15), new Size());
detectResult = faces.toList();
// correct the deviation of the detection result of the face rectangle of OpenCV and Dlib.
foreach (Rect r in detectResult)
{
r.y += (int)(r.height * 0.1f);
}
}
}
// face tracking.
List <TrackedRect> trackedRects = new List <TrackedRect>();
rectangleTracker.UpdateTrackedObjects(detectResult);
rectangleTracker.GetObjects(trackedRects, true);
// create noise filter.
foreach (var openCVRect in trackedRects)
{
if (openCVRect.state == TrackedState.NEW)
{
if (!lowPassFilterDict.ContainsKey(openCVRect.id))
{
lowPassFilterDict.Add(openCVRect.id, new LowPassPointsFilter((int)faceLandmarkDetector.GetShapePredictorNumParts()));
}
if (!opticalFlowFilterDict.ContainsKey(openCVRect.id))
{
opticalFlowFilterDict.Add(openCVRect.id, new OFPointsFilter((int)faceLandmarkDetector.GetShapePredictorNumParts()));
}
}
else if (openCVRect.state == TrackedState.DELETED)
{
if (lowPassFilterDict.ContainsKey(openCVRect.id))
{
lowPassFilterDict[openCVRect.id].Dispose();
lowPassFilterDict.Remove(openCVRect.id);
}
if (opticalFlowFilterDict.ContainsKey(openCVRect.id))
{
opticalFlowFilterDict[openCVRect.id].Dispose();
opticalFlowFilterDict.Remove(openCVRect.id);
}
}
}
// detect face landmark points.
OpenCVForUnityUtils.SetImage(faceLandmarkDetector, rgbMat);
List <List <Vector2> > landmarkPoints = new List <List <Vector2> >();
foreach (var openCVRect in trackedRects)
{
if (openCVRect.state > TrackedState.NEW_DISPLAYED && openCVRect.state < TrackedState.NEW_HIDED)
{
UnityEngine.Rect rect = new UnityEngine.Rect(openCVRect.x, openCVRect.y, openCVRect.width, openCVRect.height);
List <Vector2> points = faceLandmarkDetector.DetectLandmark(rect);
// apply noise filter.
if (enableNoiseFilter)
{
opticalFlowFilterDict[openCVRect.id].Process(rgbMat, points, points);
lowPassFilterDict[openCVRect.id].Process(rgbMat, points, points);
}
landmarkPoints.Add(points);
}
}
// filter non frontal faces.
if (filterNonFrontalFaces)
{
for (int i = 0; i < landmarkPoints.Count; i++)
{
if (frontalFaceChecker.GetFrontalFaceRate(landmarkPoints[i]) < frontalFaceRateLowerLimit)
{
trackedRects.RemoveAt(i);
landmarkPoints.RemoveAt(i);
i--;
}
}
}
// face swapping.
if (landmarkPoints.Count >= 2)
{
int ann = 0, bob = 1;
for (int i = 0; i < landmarkPoints.Count - 1; i += 2)
{
ann = i;
bob = i + 1;
faceSwapper.SwapFaces(rgbMat, landmarkPoints[ann], landmarkPoints[bob], 1);
}
}
// draw face rects.
if (displayFaceRects)
{
for (int i = 0; i < trackedRects.Count; i++)
{
Rect openCVRect = trackedRects[i];
UnityEngine.Rect rect = new UnityEngine.Rect(openCVRect.x, openCVRect.y, openCVRect.width, openCVRect.height);
OpenCVForUnityUtils.DrawFaceRect(rgbMat, rect, new Scalar(255, 0, 0, 255), 2);
//Imgproc.putText (rgbMat, " " + frontalFaceChecker.GetFrontalFaceAngles (landmarkPoints [i]), new Point (rect.xMin, rect.yMin - 10), Imgproc.FONT_HERSHEY_SIMPLEX, 0.5, new Scalar (255, 255, 255, 255), 2, Imgproc.LINE_AA, false);
//Imgproc.putText (rgbMat, " " + frontalFaceChecker.GetFrontalFaceRate (landmarkPoints [i]), new Point (rect.xMin, rect.yMin - 10), Imgproc.FONT_HERSHEY_SIMPLEX, 0.5, new Scalar (255, 255, 255, 255), 2, Imgproc.LINE_AA, false);
}
}
//Imgproc.putText (rgbMat, "W:" + rgbMat.width () + " H:" + rgbMat.height () + " SO:" + Screen.orientation, new Point (5, rgbMat.rows () - 10), Imgproc.FONT_HERSHEY_SIMPLEX, 0.5, new Scalar (255, 255, 255, 255), 1, Imgproc.LINE_AA, false);
OpenCVForUnity.UnityUtils.Utils.fastMatToTexture2D(rgbMat, texture);
}
}
// Update is called once per frame
void Update()
{
if (!sourceToMatHelper.IsInitialized())
{
return;
}
#if ((UNITY_ANDROID || UNITY_IOS) && !UNITY_EDITOR)
//Touch
int touchCount = Input.touchCount;
if (touchCount == 1)
{
Touch t = Input.GetTouch(0);
if (t.phase == TouchPhase.Ended && !EventSystem.current.IsPointerOverGameObject(t.fingerId))
{
storedTouchPoint = new Point(t.position.x, t.position.y);
//Debug.Log ("touch X " + t.position.x);
//Debug.Log ("touch Y " + t.position.y);
}
}
#else
//Mouse
if (Input.GetMouseButtonUp(0) && !EventSystem.current.IsPointerOverGameObject())
{
storedTouchPoint = new Point(Input.mousePosition.x, Input.mousePosition.y);
//Debug.Log ("mouse X " + Input.mousePosition.x);
//Debug.Log ("mouse Y " + Input.mousePosition.y);
}
#endif
if (selectedPointList.Count != 1)
{
if (!sourceToMatHelper.IsPlaying())
{
sourceToMatHelper.Play();
}
if (sourceToMatHelper.IsPlaying() && sourceToMatHelper.DidUpdateThisFrame())
{
Mat rgbMat = sourceToMatHelper.GetMat();
if (storedTouchPoint != null)
{
ConvertScreenPointToTexturePoint(storedTouchPoint, storedTouchPoint, gameObject, texture.width, texture.height);
OnTouch(storedTouchPoint, texture.width, texture.height);
storedTouchPoint = null;
}
if (selectedPointList.Count == 1)
{
foreach (var point in selectedPointList)
{
Imgproc.circle(rgbMat, point, 6, new Scalar(0, 0, 255), 2);
}
}
else if (selectedPointList.Count == 2)
{
using (MatOfPoint selectedPointMat = new MatOfPoint(selectedPointList.ToArray()))
{
// add tracker.
OpenCVForUnity.CoreModule.Rect region = Imgproc.boundingRect(selectedPointMat);
trackers.add(TrackerKCF.create(), rgbMat, new Rect2d(region.x, region.y, region.width, region.height));
}
selectedPointList.Clear();
trackingColorList.Add(new Scalar(UnityEngine.Random.Range(0, 255), UnityEngine.Random.Range(0, 255), UnityEngine.Random.Range(0, 255)));
}
trackers.update(rgbMat, objects);
// draw tracked objects regions.
Rect2d[] objectsArray = objects.toArray();
for (int i = 0; i < objectsArray.Length; i++)
{
Imgproc.rectangle(rgbMat, objectsArray[i].tl(), objectsArray[i].br(), trackingColorList[i], 2, 1, 0);
}
if (selectedPointList.Count != 1)
{
//Imgproc.putText (rgbMat, "Please touch the screen, and select tracking regions.", new Point (5, rgbMat.rows () - 10), Core.FONT_HERSHEY_SIMPLEX, 0.8, new Scalar (255, 255, 255, 255), 2, Imgproc.LINE_AA, false);
if (fpsMonitor != null)
{
fpsMonitor.consoleText = "Please touch the screen, and select tracking regions.";
}
}
else
{
//Imgproc.putText (rgbMat, "Please select the end point of the new tracking region.", new Point (5, rgbMat.rows () - 10), Core.FONT_HERSHEY_SIMPLEX, 0.8, new Scalar (255, 255, 255, 255), 2, Imgproc.LINE_AA, false);
if (fpsMonitor != null)
{
fpsMonitor.consoleText = "Please select the end point of the new tracking region.";
}
}
Utils.fastMatToTexture2D(rgbMat, texture);
}
}
else
{
if (sourceToMatHelper.IsPlaying())
{
sourceToMatHelper.Pause();
}
if (storedTouchPoint != null)
{
ConvertScreenPointToTexturePoint(storedTouchPoint, storedTouchPoint, gameObject, texture.width, texture.height);
OnTouch(storedTouchPoint, texture.width, texture.height);
storedTouchPoint = null;
}
}
}
// Update is called once per frame
void Update()
{
if (sourceToMatHelper.IsPlaying() && sourceToMatHelper.DidUpdateThisFrame())
{
Mat rgbMat = sourceToMatHelper.GetMat();
OpenCVForUnityUtils.SetImage(faceLandmarkDetector, rgbMat);
//detect face rects
List <UnityEngine.Rect> detectResult = faceLandmarkDetector.Detect();
UnityEngine.Rect rect = new UnityEngine.Rect();
List <Vector2> points = null;
if (detectResult.Count > 0)
{
rect = detectResult[0];
//detect landmark points
points = faceLandmarkDetector.DetectLandmark(rect);
skippedFrames = 0;
}
else
{
skippedFrames++;
if (skippedFrames == maximumAllowedSkippedFrames)
{
if (drawLowPassFilter)
{
lowPassFilter.Reset();
}
if (drawKalmanFilter)
{
kalmanFilter.Reset();
}
if (drawOpticalFlowFilter)
{
opticalFlowFilter.Reset();
}
if (drawOFAndLPFilter)
{
opticalFlowFilter.Reset();
}
lowPassFilter.Reset();
}
}
if (drawLowPassFilter)
{
lowPassFilter.Process(rgbMat, points, lowPassFilteredPoints, isDebugMode);
}
if (drawKalmanFilter)
{
kalmanFilter.Process(rgbMat, points, kalmanFilteredPoints, isDebugMode);
}
if (drawOpticalFlowFilter)
{
opticalFlowFilter.Process(rgbMat, points, opticalFlowFilteredPoints, isDebugMode);
}
if (drawOFAndLPFilter)
{
opticalFlowFilter.Process(rgbMat, points, points, false);
lowPassFilter.Process(rgbMat, points, ofAndLPFilteredPoints, isDebugMode);
}
if (points != null && !isDebugMode)
{
// draw raw landmark points.
OpenCVForUnityUtils.DrawFaceLandmark(rgbMat, points, new Scalar(0, 255, 0), 2);
}
// draw face rect.
//OpenCVForUnityUtils.DrawFaceRect (rgbMat, rect, new Scalar (255, 0, 0), 2);
// draw filtered lam points.
if (points != null && !isDebugMode)
{
if (drawLowPassFilter)
{
OpenCVForUnityUtils.DrawFaceLandmark(rgbMat, lowPassFilteredPoints, new Scalar(0, 255, 255), 2);
}
if (drawKalmanFilter)
{
OpenCVForUnityUtils.DrawFaceLandmark(rgbMat, kalmanFilteredPoints, new Scalar(0, 0, 255), 2);
}
if (drawOpticalFlowFilter)
{
OpenCVForUnityUtils.DrawFaceLandmark(rgbMat, opticalFlowFilteredPoints, new Scalar(255, 0, 0), 2);
}
if (drawOFAndLPFilter)
{
OpenCVForUnityUtils.DrawFaceLandmark(rgbMat, ofAndLPFilteredPoints, new Scalar(255, 0, 255), 2);
}
}
//Imgproc.putText (rgbMat, "W:" + rgbMat.width () + " H:" + rgbMat.height () + " SO:" + Screen.orientation, new Point (5, rgbMat.rows () - 10), Imgproc.FONT_HERSHEY_SIMPLEX, 0.5, new Scalar (255, 255, 255), 1, Imgproc.LINE_AA, false);
Utils.fastMatToTexture2D(rgbMat, texture);
}
}
// Update is called once per frame
void Update()
{
if (sourceToMatHelper.IsPlaying() && sourceToMatHelper.DidUpdateThisFrame())
{
Mat rgbMat = sourceToMatHelper.GetMat();
// detect faces.
List <Rect> detectResult = new List <Rect>();
if (useDlibFaceDetecter)
{
OpenCVForUnityUtils.SetImage(faceLandmarkDetector, rgbMat);
List <UnityEngine.Rect> result = faceLandmarkDetector.Detect();
foreach (var unityRect in result)
{
detectResult.Add(new Rect((int)unityRect.x, (int)unityRect.y, (int)unityRect.width, (int)unityRect.height));
}
}
else
{
// convert image to greyscale.
Imgproc.cvtColor(rgbMat, grayMat, Imgproc.COLOR_RGB2GRAY);
using (Mat equalizeHistMat = new Mat())
using (MatOfRect faces = new MatOfRect())
{
Imgproc.equalizeHist(grayMat, equalizeHistMat);
cascade.detectMultiScale(equalizeHistMat, faces, 1.1f, 2, 0 | Objdetect.CASCADE_SCALE_IMAGE, new Size(equalizeHistMat.cols() * 0.15, equalizeHistMat.cols() * 0.15), new Size());
detectResult = faces.toList();
}
// corrects the deviation of a detection result between OpenCV and Dlib.
foreach (Rect r in detectResult)
{
r.y += (int)(r.height * 0.1f);
}
}
// face tracking.
rectangleTracker.UpdateTrackedObjects(detectResult);
List <TrackedRect> trackedRects = new List <TrackedRect>();
rectangleTracker.GetObjects(trackedRects, true);
// create noise filter.
foreach (var openCVRect in trackedRects)
{
if (openCVRect.state == TrackedState.NEW)
{
if (!lowPassFilterDict.ContainsKey(openCVRect.id))
{
lowPassFilterDict.Add(openCVRect.id, new LowPassPointsFilter((int)faceLandmarkDetector.GetShapePredictorNumParts()));
}
if (!opticalFlowFilterDict.ContainsKey(openCVRect.id))
{
opticalFlowFilterDict.Add(openCVRect.id, new OFPointsFilter((int)faceLandmarkDetector.GetShapePredictorNumParts()));
}
}
else if (openCVRect.state == TrackedState.DELETED)
{
if (lowPassFilterDict.ContainsKey(openCVRect.id))
{
lowPassFilterDict[openCVRect.id].Dispose();
lowPassFilterDict.Remove(openCVRect.id);
}
if (opticalFlowFilterDict.ContainsKey(openCVRect.id))
{
opticalFlowFilterDict[openCVRect.id].Dispose();
opticalFlowFilterDict.Remove(openCVRect.id);
}
}
}
// create LUT texture.
foreach (var openCVRect in trackedRects)
{
if (openCVRect.state == TrackedState.NEW)
{
faceMaskColorCorrector.CreateLUTTex(openCVRect.id);
}
else if (openCVRect.state == TrackedState.DELETED)
{
faceMaskColorCorrector.DeleteLUTTex(openCVRect.id);
}
}
// detect face landmark points.
OpenCVForUnityUtils.SetImage(faceLandmarkDetector, rgbMat);
List <List <Vector2> > landmarkPoints = new List <List <Vector2> >();
for (int i = 0; i < trackedRects.Count; i++)
{
TrackedRect tr = trackedRects[i];
UnityEngine.Rect rect = new UnityEngine.Rect(tr.x, tr.y, tr.width, tr.height);
List <Vector2> points = faceLandmarkDetector.DetectLandmark(rect);
// apply noise filter.
if (enableNoiseFilter)
{
if (tr.state > TrackedState.NEW && tr.state < TrackedState.DELETED)
{
opticalFlowFilterDict[tr.id].Process(rgbMat, points, points);
lowPassFilterDict[tr.id].Process(rgbMat, points, points);
}
}
landmarkPoints.Add(points);
}
// face masking.
if (faceMaskTexture != null && landmarkPoints.Count >= 1)
{ // Apply face masking between detected faces and a face mask image.
float maskImageWidth = faceMaskTexture.width;
float maskImageHeight = faceMaskTexture.height;
TrackedRect tr;
for (int i = 0; i < trackedRects.Count; i++)
{
tr = trackedRects[i];
if (tr.state == TrackedState.NEW)
{
meshOverlay.CreateObject(tr.id, faceMaskTexture);
}
if (tr.state < TrackedState.DELETED)
{
MaskFace(meshOverlay, tr, landmarkPoints[i], faceLandmarkPointsInMask, maskImageWidth, maskImageHeight);
if (enableColorCorrection)
{
CorrectFaceMaskColor(tr.id, faceMaskMat, rgbMat, faceLandmarkPointsInMask, landmarkPoints[i]);
}
}
else if (tr.state == TrackedState.DELETED)
{
meshOverlay.DeleteObject(tr.id);
}
}
}
else if (landmarkPoints.Count >= 1)
{ // Apply face masking between detected faces.
float maskImageWidth = texture.width;
float maskImageHeight = texture.height;
TrackedRect tr;
for (int i = 0; i < trackedRects.Count; i++)
{
tr = trackedRects[i];
if (tr.state == TrackedState.NEW)
{
meshOverlay.CreateObject(tr.id, texture);
}
if (tr.state < TrackedState.DELETED)
{
MaskFace(meshOverlay, tr, landmarkPoints[i], landmarkPoints[0], maskImageWidth, maskImageHeight);
if (enableColorCorrection)
{
CorrectFaceMaskColor(tr.id, rgbMat, rgbMat, landmarkPoints[0], landmarkPoints[i]);
}
}
else if (tr.state == TrackedState.DELETED)
{
meshOverlay.DeleteObject(tr.id);
}
}
}
// draw face rects.
if (displayFaceRects)
{
for (int i = 0; i < detectResult.Count; i++)
{
UnityEngine.Rect rect = new UnityEngine.Rect(detectResult[i].x, detectResult[i].y, detectResult[i].width, detectResult[i].height);
OpenCVForUnityUtils.DrawFaceRect(rgbMat, rect, new Scalar(255, 0, 0, 255), 2);
}
for (int i = 0; i < trackedRects.Count; i++)
{
UnityEngine.Rect rect = new UnityEngine.Rect(trackedRects[i].x, trackedRects[i].y, trackedRects[i].width, trackedRects[i].height);
OpenCVForUnityUtils.DrawFaceRect(rgbMat, rect, new Scalar(255, 255, 0, 255), 2);
//Imgproc.putText (rgbMat, " " + frontalFaceChecker.GetFrontalFaceAngles (landmarkPoints [i]), new Point (rect.xMin, rect.yMin - 10), Imgproc.FONT_HERSHEY_SIMPLEX, 0.5, new Scalar (255, 255, 255, 255), 2, Imgproc.LINE_AA, false);
//Imgproc.putText (rgbMat, " " + frontalFaceChecker.GetFrontalFaceRate (landmarkPoints [i]), new Point (rect.xMin, rect.yMin - 10), Imgproc.FONT_HERSHEY_SIMPLEX, 0.5, new Scalar (255, 255, 255, 255), 2, Imgproc.LINE_AA, false);
}
}
// draw face points.
if (displayDebugFacePoints)
{
for (int i = 0; i < landmarkPoints.Count; i++)
{
OpenCVForUnityUtils.DrawFaceLandmark(rgbMat, landmarkPoints[i], new Scalar(0, 255, 0, 255), 2);
}
}
// display face mask image.
if (faceMaskTexture != null && faceMaskMat != null)
{
if (displayFaceRects)
{
OpenCVForUnityUtils.DrawFaceRect(faceMaskMat, faceRectInMask, new Scalar(255, 0, 0, 255), 2);
}
if (displayDebugFacePoints)
{
OpenCVForUnityUtils.DrawFaceLandmark(faceMaskMat, faceLandmarkPointsInMask, new Scalar(0, 255, 0, 255), 2);
}
float scale = (rgbMat.width() / 4f) / faceMaskMat.width();
float tx = rgbMat.width() - faceMaskMat.width() * scale;
float ty = 0.0f;
Mat trans = new Mat(2, 3, CvType.CV_32F);//1.0, 0.0, tx, 0.0, 1.0, ty);
trans.put(0, 0, scale);
trans.put(0, 1, 0.0f);
trans.put(0, 2, tx);
trans.put(1, 0, 0.0f);
trans.put(1, 1, scale);
trans.put(1, 2, ty);
Imgproc.warpAffine(faceMaskMat, rgbMat, trans, rgbMat.size(), Imgproc.INTER_LINEAR, Core.BORDER_TRANSPARENT, new Scalar(0));
if (displayFaceRects || displayDebugFacePointsToggle)
{
OpenCVForUnity.UnityUtils.Utils.texture2DToMat(faceMaskTexture, faceMaskMat);
}
}
//Imgproc.putText (rgbMat, "W:" + rgbMat.width () + " H:" + rgbMat.height () + " SO:" + Screen.orientation, new Point (5, rgbMat.rows () - 10), Imgproc.FONT_HERSHEY_SIMPLEX, 0.5, new Scalar (255, 255, 255, 255), 1, Imgproc.LINE_AA, false);
OpenCVForUnity.UnityUtils.Utils.fastMatToTexture2D(rgbMat, texture);
}
}
// Update is called once per frame
void Update()
{
if (sourceToMatHelper.IsPlaying() && sourceToMatHelper.DidUpdateThisFrame())
{
Mat rgbMat = sourceToMatHelper.GetMat();
OpenCVForUnityUtils.SetImage(faceLandmarkDetector, rgbMat);
//detect face rects
List <UnityEngine.Rect> detectResult = faceLandmarkDetector.Detect();
if (detectResult.Count > 0)
{
//detect landmark points
List <Vector2> points = faceLandmarkDetector.DetectLandmark(detectResult[0]);
if (displayFacePoints)
{
OpenCVForUnityUtils.DrawFaceLandmark(rgbMat, points, new Scalar(0, 255, 0), 2);
}
MatOfPoint3f objectPoints = null;
bool isRightEyeOpen = false;
bool isLeftEyeOpen = false;
bool isMouthOpen = false;
if (points.Count == 68)
{
objectPoints = objectPoints68;
imagePoints.fromArray(
new Point((points[38].x + points[41].x) / 2, (points[38].y + points[41].y) / 2), //l eye (Interpupillary breadth)
new Point((points[43].x + points[46].x) / 2, (points[43].y + points[46].y) / 2), //r eye (Interpupillary breadth)
new Point(points[30].x, points[30].y), //nose (Tip)
new Point(points[33].x, points[33].y), //nose (Subnasale)
new Point(points[0].x, points[0].y), //l ear (Bitragion breadth)
new Point(points[16].x, points[16].y) //r ear (Bitragion breadth)
);
if (Mathf.Abs((float)(points[43].y - points[46].y)) > Mathf.Abs((float)(points[42].x - points[45].x)) / 5.0)
{
isRightEyeOpen = true;
}
if (Mathf.Abs((float)(points[38].y - points[41].y)) > Mathf.Abs((float)(points[39].x - points[36].x)) / 5.0)
{
isLeftEyeOpen = true;
}
float noseDistance = Mathf.Abs((float)(points[27].y - points[33].y));
float mouseDistance = Mathf.Abs((float)(points[62].y - points[66].y));
if (mouseDistance > noseDistance / 5.0)
{
isMouthOpen = true;
}
else
{
isMouthOpen = false;
}
}
else if (points.Count == 17)
{
objectPoints = objectPoints17;
imagePoints.fromArray(
new Point((points[2].x + points[3].x) / 2, (points[2].y + points[3].y) / 2), //l eye (Interpupillary breadth)
new Point((points[4].x + points[5].x) / 2, (points[4].y + points[5].y) / 2), //r eye (Interpupillary breadth)
new Point(points[0].x, points[0].y), //nose (Tip)
new Point(points[1].x, points[1].y), //nose (Subnasale)
new Point(points[6].x, points[6].y), //l ear (Bitragion breadth)
new Point(points[8].x, points[8].y) //r ear (Bitragion breadth)
);
if (Mathf.Abs((float)(points[11].y - points[12].y)) > Mathf.Abs((float)(points[4].x - points[5].x)) / 5.0)
{
isRightEyeOpen = true;
}
if (Mathf.Abs((float)(points[9].y - points[10].y)) > Mathf.Abs((float)(points[2].x - points[3].x)) / 5.0)
{
isLeftEyeOpen = true;
}
float noseDistance = Mathf.Abs((float)(points[3].y - points[1].y));
float mouseDistance = Mathf.Abs((float)(points[14].y - points[16].y));
if (mouseDistance > noseDistance / 2.0)
{
isMouthOpen = true;
}
else
{
isMouthOpen = false;
}
}
else if (points.Count == 6)
{
objectPoints = objectPoints6;
imagePoints.fromArray(
new Point((points[2].x + points[3].x) / 2, (points[2].y + points[3].y) / 2), //l eye (Interpupillary breadth)
new Point((points[4].x + points[5].x) / 2, (points[4].y + points[5].y) / 2), //r eye (Interpupillary breadth)
new Point(points[0].x, points[0].y), //nose (Tip)
new Point(points[1].x, points[1].y) //nose (Subnasale)
);
}
else if (points.Count == 5)
{
objectPoints = objectPoints5;
imagePoints.fromArray(
new Point(points[3].x, points[3].y), //l eye (Inner corner of the eye)
new Point(points[1].x, points[1].y), //r eye (Inner corner of the eye)
new Point(points[2].x, points[2].y), //l eye (Tail of the eye)
new Point(points[0].x, points[0].y), //r eye (Tail of the eye)
new Point(points[4].x, points[4].y) //nose (Nose top)
);
if (fpsMonitor != null)
{
fpsMonitor.consoleText = "This example supports mainly the face landmark points of 68 points.";
}
}
// estimate head pose
if (rvec == null || tvec == null)
{
rvec = new Mat(3, 1, CvType.CV_64FC1);
tvec = new Mat(3, 1, CvType.CV_64FC1);
Calib3d.solvePnP(objectPoints, imagePoints, camMatrix, distCoeffs, rvec, tvec);
}
double tvec_x = tvec.get(0, 0)[0], tvec_y = tvec.get(1, 0)[0], tvec_z = tvec.get(2, 0)[0];
bool isNotInViewport = false;
Vector4 pos = VP * new Vector4((float)tvec_x, (float)tvec_y, (float)tvec_z, 1.0f);
if (pos.w != 0)
{
float x = pos.x / pos.w, y = pos.y / pos.w, z = pos.z / pos.w;
if (x < -1.0f || x > 1.0f || y < -1.0f || y > 1.0f || z < -1.0f || z > 1.0f)
{
isNotInViewport = true;
}
}
if (double.IsNaN(tvec_z) || isNotInViewport)
{ // if tvec is wrong data, do not use extrinsic guesses. (the estimated object is not in the camera field of view)
Calib3d.solvePnP(objectPoints, imagePoints, camMatrix, distCoeffs, rvec, tvec);
}
else
{
Calib3d.solvePnP(objectPoints, imagePoints, camMatrix, distCoeffs, rvec, tvec, true, Calib3d.SOLVEPNP_ITERATIVE);
}
//Debug.Log (tvec.dump());
if (!isNotInViewport)
{
// Display effects.
if (displayHead)
{
head.SetActive(true);
}
if (displayAxes)
{
axes.SetActive(true);
}
if (displayEffects)
{
rightEye.SetActive(isRightEyeOpen);
leftEye.SetActive(isLeftEyeOpen);
if (isMouthOpen)
{
mouth.SetActive(true);
foreach (ParticleSystem ps in mouthParticleSystem)
{
var em = ps.emission;
em.enabled = true;
#if UNITY_5_5_OR_NEWER
var main = ps.main;
main.startSizeMultiplier = 20;
#else
ps.startSize = 20;
#endif
}
}
else
{
foreach (ParticleSystem ps in mouthParticleSystem)
{
var em = ps.emission;
em.enabled = false;
}
}
}
// Convert to unity pose data.
double[] rvecArr = new double[3];
rvec.get(0, 0, rvecArr);
double[] tvecArr = new double[3];
tvec.get(0, 0, tvecArr);
PoseData poseData = ARUtils.ConvertRvecTvecToPoseData(rvecArr, tvecArr);
// Changes in pos/rot below these thresholds are ignored.
if (enableLowPassFilter)
{
ARUtils.LowpassPoseData(ref oldPoseData, ref poseData, positionLowPass, rotationLowPass);
}
oldPoseData = poseData;
// Create transform matrix.
transformationM = Matrix4x4.TRS(poseData.pos, poseData.rot, Vector3.one);
}
// right-handed coordinates system (OpenCV) to left-handed one (Unity)
// https://stackoverflow.com/questions/30234945/change-handedness-of-a-row-major-4x4-transformation-matrix
ARM = invertYM * transformationM * invertYM;
// Apply Y-axis and Z-axis refletion matrix. (Adjust the posture of the AR object)
ARM = ARM * invertYM * invertZM;
if (shouldMoveARCamera)
{
ARM = ARGameObject.transform.localToWorldMatrix * ARM.inverse;
ARUtils.SetTransformFromMatrix(ARCamera.transform, ref ARM);
}
else
{
ARM = ARCamera.transform.localToWorldMatrix * ARM;
ARUtils.SetTransformFromMatrix(ARGameObject.transform, ref ARM);
}
}
//Imgproc.putText (rgbMat, "W:" + rgbMat.width () + " H:" + rgbMat.height () + " SO:" + Screen.orientation, new Point (5, rgbMat.rows () - 10), Imgproc.FONT_HERSHEY_SIMPLEX, 0.5, new Scalar (255, 255, 255), 1, Imgproc.LINE_AA, false);
Utils.fastMatToTexture2D(rgbMat, texture);
}
}