/// <summary>
/// Raises the scan face mask button click event.
/// </summary>
public void OnScanFaceMaskButtonClick()
{
RemoveFaceMask();
// Capture webcam frame.
if (webCamTextureToMatHelper.IsPlaying())
{
Mat rgbaMat = webCamTextureToMatHelper.GetMat();
faceRectInMask = DetectFace(rgbaMat);
if (faceRectInMask.width == 0 && faceRectInMask.height == 0)
{
Debug.Log("A face could not be detected from the input image.");
return;
}
OpenCVForUnity.Rect rect = new OpenCVForUnity.Rect((int)faceRectInMask.x, (int)faceRectInMask.y, (int)faceRectInMask.width, (int)faceRectInMask.height);
rect.inflate(rect.x / 5, rect.y / 5);
rect = rect.intersect(new OpenCVForUnity.Rect(0, 0, rgbaMat.width(), rgbaMat.height()));
faceMaskTexture = new Texture2D(rect.width, rect.height, TextureFormat.RGBA32, false);
faceMaskMat = new Mat(rgbaMat, rect).clone();
OpenCVForUnity.Utils.matToTexture2D(faceMaskMat, faceMaskTexture);
Debug.Log("faceMaskMat ToString " + faceMaskMat.ToString());
faceRectInMask = DetectFace(faceMaskMat);
faceLandmarkPointsInMask = DetectFaceLandmarkPoints(faceMaskMat, faceRectInMask);
if (faceRectInMask.width == 0 && faceRectInMask.height == 0)
{
RemoveFaceMask();
Debug.Log("A face could not be detected from the input image.");
}
}
}
public virtual Texture2D UpdateLUTTex(int id, Mat src, Mat dst, List <Vector2> src_landmarkPoints, List <Vector2> dst_landmarkPoints)
{
if (src_mask != null && (src.width() != src_mask.width() || src.height() != src_mask.height()))
{
src_mask.Dispose();
src_mask = null;
}
src_mask = src_mask ?? new Mat(src.rows(), src.cols(), CvType.CV_8UC1, Scalar.all(0));
if (dst_mask != null && (dst.width() != dst_mask.width() || dst.height() != dst_mask.height()))
{
dst_mask.Dispose();
dst_mask = null;
}
dst_mask = dst_mask ?? new Mat(dst.rows(), dst.cols(), CvType.CV_8UC1, Scalar.all(0));
// Get facial contour points.
GetFacialContourPoints(src_landmarkPoints, src_facialContourPoints);
GetFacialContourPoints(dst_landmarkPoints, dst_facialContourPoints);
// Get facial contour rect.
OpenCVForUnity.Rect src_facialContourRect = Imgproc.boundingRect(new MatOfPoint(src_facialContourPoints));
OpenCVForUnity.Rect dst_facialContourRect = Imgproc.boundingRect(new MatOfPoint(dst_facialContourPoints));
src_facialContourRect = src_facialContourRect.intersect(new OpenCVForUnity.Rect(0, 0, src.width(), src.height()));
dst_facialContourRect = dst_facialContourRect.intersect(new OpenCVForUnity.Rect(0, 0, dst.width(), dst.height()));
Mat src_ROI = new Mat(src, src_facialContourRect);
Mat dst_ROI = new Mat(dst, dst_facialContourRect);
Mat src_mask_ROI = new Mat(src_mask, src_facialContourRect);
Mat dst_mask_ROI = new Mat(dst_mask, dst_facialContourRect);
GetPointsInFrame(src_mask_ROI, src_facialContourPoints, src_facialContourPoints);
GetPointsInFrame(dst_mask_ROI, dst_facialContourPoints, dst_facialContourPoints);
src_mask_ROI.setTo(new Scalar(0));
dst_mask_ROI.setTo(new Scalar(0));
Imgproc.fillConvexPoly(src_mask_ROI, new MatOfPoint(src_facialContourPoints), new Scalar(255));
Imgproc.fillConvexPoly(dst_mask_ROI, new MatOfPoint(dst_facialContourPoints), new Scalar(255));
Texture2D LUTTex;
if (LUTTexDict.ContainsKey(id))
{
LUTTex = LUTTexDict[id];
}
else
{
LUTTex = new Texture2D(256, 1, TextureFormat.RGB24, false);
LUTTexDict.Add(id, LUTTex);
}
FaceMaskShaderUtils.CalculateLUT(src_ROI, dst_ROI, src_mask_ROI, dst_mask_ROI, LUTTex);
return(LUTTex);
}
private void DetectInRegion(Mat img, Rect r, List <Rect> detectedObjectsInRegions)
{
Rect r0 = new Rect(new Point(), img.size());
Rect r1 = new Rect(r.x, r.y, r.width, r.height);
Rect.inflate(r1, (int)((r1.width * innerParameters.coeffTrackingWindowSize) - r1.width) / 2,
(int)((r1.height * innerParameters.coeffTrackingWindowSize) - r1.height) / 2);
r1 = Rect.intersect(r0, r1);
if (r1 != null && (r1.width <= 0) || (r1.height <= 0))
{
Debug.Log("DetectionBasedTracker::detectInRegion: Empty intersection");
return;
}
int d = Math.Min(r.width, r.height);
d = (int)Math.Round(d * innerParameters.coeffObjectSizeToTrack);
MatOfRect tmpobjects = new MatOfRect();
Mat img1 = new Mat(img, r1); //subimage for rectangle -- without data copying
cascade.detectMultiScale(img1, tmpobjects, 1.1, 2, 0 | Objdetect.CASCADE_DO_CANNY_PRUNING | Objdetect.CASCADE_SCALE_IMAGE | Objdetect.CASCADE_FIND_BIGGEST_OBJECT, new Size(d, d), new Size());
Rect[] tmpobjectsArray = tmpobjects.toArray();
int len = tmpobjectsArray.Length;
for (int i = 0; i < len; i++)
{
Rect tmp = tmpobjectsArray [i];
Rect curres = new Rect(new Point(tmp.x + r1.x, tmp.y + r1.y), tmp.size());
detectedObjectsInRegions.Add(curres);
}
}
/// <summary>
/// Raises the web cam texture to mat helper initialized event.
/// </summary>
public void OnWebCamTextureToMatHelperInitialized()
{
Debug.Log("OnWebCamTextureToMatHelperInitialized");
Mat webCamTextureMat = webCamTextureToMatHelper.GetMat();
#if NETFX_CORE && !DISABLE_HOLOLENSCAMSTREAM_API
// HololensCameraStream always returns image data in BGRA format.
texture = new Texture2D(webCamTextureMat.cols(), webCamTextureMat.rows(), TextureFormat.BGRA32, false);
#else
texture = new Texture2D(webCamTextureMat.cols(), webCamTextureMat.rows(), TextureFormat.RGBA32, false);
#endif
texture.wrapMode = TextureWrapMode.Clamp;
Debug.Log("Screen.width " + Screen.width + " Screen.height " + Screen.height + " Screen.orientation " + Screen.orientation);
processingAreaRect = new OpenCVForUnity.Rect((int)(webCamTextureMat.cols() * (outsideClippingRatio.x - clippingOffset.x)), (int)(webCamTextureMat.rows() * (outsideClippingRatio.y + clippingOffset.y)),
(int)(webCamTextureMat.cols() * (1f - outsideClippingRatio.x * 2)), (int)(webCamTextureMat.rows() * (1f - outsideClippingRatio.y * 2)));
processingAreaRect = processingAreaRect.intersect(new OpenCVForUnity.Rect(0, 0, webCamTextureMat.cols(), webCamTextureMat.rows()));
dstMat = new Mat(webCamTextureMat.rows(), webCamTextureMat.cols(), CvType.CV_8UC1);
dstMatClippingROI = new Mat(dstMat, processingAreaRect);
// fill all black.
//Imgproc.rectangle (dstMat, new Point (0, 0), new Point (dstMat.width (), dstMat.height ()), new Scalar (0, 0, 0, 0), -1);
grayMat = new Mat(dstMatClippingROI.rows(), dstMatClippingROI.cols(), CvType.CV_8UC1);
lineMat = new Mat(dstMatClippingROI.rows(), dstMatClippingROI.cols(), CvType.CV_8UC1);
maskMat = new Mat(dstMatClippingROI.rows(), dstMatClippingROI.cols(), CvType.CV_8UC1);
//create a striped background.
bgMat = new Mat(dstMatClippingROI.rows(), dstMatClippingROI.cols(), CvType.CV_8UC1, new Scalar(255));
for (int i = 0; i < bgMat.rows() * 2.5f; i = i + 4)
{
Imgproc.line(bgMat, new Point(0, 0 + i), new Point(bgMat.cols(), -bgMat.cols() + i), new Scalar(0), 1);
}
grayPixels = new byte[grayMat.cols() * grayMat.rows() * grayMat.channels()];
maskPixels = new byte[maskMat.cols() * maskMat.rows() * maskMat.channels()];
quad_renderer = gameObject.GetComponent <Renderer> () as Renderer;
quad_renderer.sharedMaterial.SetTexture("_MainTex", texture);
quad_renderer.sharedMaterial.SetVector("_VignetteOffset", new Vector4(clippingOffset.x, clippingOffset.y));
Matrix4x4 projectionMatrix;
#if NETFX_CORE && !DISABLE_HOLOLENSCAMSTREAM_API
projectionMatrix = webCamTextureToMatHelper.GetProjectionMatrix();
quad_renderer.sharedMaterial.SetMatrix("_CameraProjectionMatrix", projectionMatrix);
#else
//This value is obtained from PhotoCapture's TryGetProjectionMatrix() method.I do not know whether this method is good.
//Please see the discussion of this thread.Https://forums.hololens.com/discussion/782/live-stream-of-locatable-camera-webcam-in-unity
projectionMatrix = Matrix4x4.identity;
projectionMatrix.m00 = 2.31029f;
projectionMatrix.m01 = 0.00000f;
projectionMatrix.m02 = 0.09614f;
projectionMatrix.m03 = 0.00000f;
projectionMatrix.m10 = 0.00000f;
projectionMatrix.m11 = 4.10427f;
projectionMatrix.m12 = -0.06231f;
projectionMatrix.m13 = 0.00000f;
projectionMatrix.m20 = 0.00000f;
projectionMatrix.m21 = 0.00000f;
projectionMatrix.m22 = -1.00000f;
projectionMatrix.m23 = 0.00000f;
projectionMatrix.m30 = 0.00000f;
projectionMatrix.m31 = 0.00000f;
projectionMatrix.m32 = -1.00000f;
projectionMatrix.m33 = 0.00000f;
quad_renderer.sharedMaterial.SetMatrix("_CameraProjectionMatrix", projectionMatrix);
#endif
quad_renderer.sharedMaterial.SetFloat("_VignetteScale", vignetteScale);
float halfOfVerticalFov = Mathf.Atan(1.0f / projectionMatrix.m11);
float aspectRatio = (1.0f / Mathf.Tan(halfOfVerticalFov)) / projectionMatrix.m00;
Debug.Log("halfOfVerticalFov " + halfOfVerticalFov);
Debug.Log("aspectRatio " + aspectRatio);
//
//Imgproc.rectangle (dstMat, new Point (0, 0), new Point (webCamTextureMat.width (), webCamTextureMat.height ()), new Scalar (126, 126, 126, 255), -1);
//
}
/// <summary>
/// Raises the web cam texture to mat helper inited event.
/// </summary>
public void OnWebCamTextureToMatHelperInited()
{
Debug.Log("OnWebCamTextureToMatHelperInited");
Mat webCamTextureMat = webCamTextureToMatHelper.GetDownScaleMat(webCamTextureToMatHelper.GetMat());
texture = new Texture2D(webCamTextureMat.cols(), webCamTextureMat.rows(), TextureFormat.RGBA32, false);
gameObject.GetComponent <Renderer> ().material.mainTexture = texture;
Debug.Log("Screen.width " + Screen.width + " Screen.height " + Screen.height + " Screen.orientation " + Screen.orientation);
Debug.Log("webCamTextureMat.width " + webCamTextureMat.width() + " webCamTextureMat.height " + webCamTextureMat.height());
processingAreaRect = new OpenCVForUnity.Rect((int)(webCamTextureMat.cols() * (outsideClippingRatio.x - clippingOffset.x)), (int)(webCamTextureMat.rows() * (outsideClippingRatio.y + clippingOffset.y)),
(int)(webCamTextureMat.cols() * (1f - outsideClippingRatio.x * 2)), (int)(webCamTextureMat.rows() * (1f - outsideClippingRatio.y * 2)));
processingAreaRect = processingAreaRect.intersect(new OpenCVForUnity.Rect(0, 0, webCamTextureMat.cols(), webCamTextureMat.rows()));
Debug.Log("webCamTextureMat.width " + webCamTextureMat.width() + " webCamTextureMat.height " + webCamTextureMat.height());
Debug.Log("processingAreaRect.x " + processingAreaRect.x + " processingAreaRect.y " + processingAreaRect.y + " processingAreaRect.width " + processingAreaRect.width + " processingAreaRect.height " + processingAreaRect.height);
processingAreaMat = new Mat(processingAreaRect.height, processingAreaRect.width, CvType.CV_8UC4);
grayMat = new Mat(processingAreaMat.rows(), processingAreaMat.cols(), CvType.CV_8UC1);
faces = new MatOfRect();
quad_renderer = gameObject.GetComponent <Renderer> () as Renderer;
quad_renderer.sharedMaterial.SetTexture("_MainTex", texture);
quad_renderer.sharedMaterial.SetVector("_VignetteOffset", new Vector4(clippingOffset.x, clippingOffset.y));
//This value is obtained from PhotoCapture's TryGetProjectionMatrix() method.I do not know whether this method is good.
//Please see the discussion of this thread.Https://forums.hololens.com/discussion/782/live-stream-of-locatable-camera-webcam-in-unity
Matrix4x4 projectionMatrix = Matrix4x4.identity;
projectionMatrix.m00 = 2.31029f;
projectionMatrix.m01 = 0.00000f;
projectionMatrix.m02 = 0.09614f;
projectionMatrix.m03 = 0.00000f;
projectionMatrix.m10 = 0.00000f;
projectionMatrix.m11 = 4.10427f;
projectionMatrix.m12 = -0.06231f;
projectionMatrix.m13 = 0.00000f;
projectionMatrix.m20 = 0.00000f;
projectionMatrix.m21 = 0.00000f;
projectionMatrix.m22 = -1.00000f;
projectionMatrix.m23 = 0.00000f;
projectionMatrix.m30 = 0.00000f;
projectionMatrix.m31 = 0.00000f;
projectionMatrix.m32 = -1.00000f;
projectionMatrix.m33 = 0.00000f;
quad_renderer.sharedMaterial.SetMatrix("_CameraProjectionMatrix", projectionMatrix);
quad_renderer.sharedMaterial.SetFloat("_VignetteScale", vignetteScale);
float halfOfVerticalFov = Mathf.Atan(1.0f / projectionMatrix.m11);
float aspectRatio = (1.0f / Mathf.Tan(halfOfVerticalFov)) / projectionMatrix.m00;
Debug.Log("halfOfVerticalFov " + halfOfVerticalFov);
Debug.Log("aspectRatio " + aspectRatio);
}
private void UpdateTrackedObjects(List <Rect> detectedObjects)
{
int N1 = (int)trackedObjects.Count;
int N2 = (int)detectedObjects.Count;
for (int i = 0; i < N1; i++)
{
trackedObjects [i].numDetectedFrames++;
}
int[] correspondence = new int[N2];
for (int i = 0; i < N2; i++)
{
correspondence [i] = (int)TrackedState.NEW_RECTANGLE;
}
for (int i = 0; i < N1; i++)
{
TrackedObject curObject = trackedObjects [i];
int bestIndex = -1;
int bestArea = -1;
int numpositions = (int)curObject.lastPositions.Count;
//if (numpositions > 0) UnityEngine.Debug.LogError("numpositions > 0 is false");
Rect prevRect = curObject.lastPositions [numpositions - 1];
for (int j = 0; j < N2; j++)
{
if (correspondence [j] >= 0)
{
//Debug.Log("DetectionBasedTracker::updateTrackedObjects: j=" + i + " is rejected, because it has correspondence=" + correspondence[j]);
continue;
}
if (correspondence [j] != (int)TrackedState.NEW_RECTANGLE)
{
//Debug.Log("DetectionBasedTracker::updateTrackedObjects: j=" + j + " is rejected, because it is intersected with another rectangle");
continue;
}
Rect r = Rect.intersect(prevRect, detectedObjects [j]);
if (r != null && (r.width > 0) && (r.height > 0))
{
//LOGD("DetectionBasedTracker::updateTrackedObjects: There is intersection between prevRect and detectedRect, r={%d, %d, %d x %d}",
// r.x, r.y, r.width, r.height);
correspondence [j] = (int)TrackedState.INTERSECTED_RECTANGLE;
if (r.area() > bestArea)
{
//LOGD("DetectionBasedTracker::updateTrackedObjects: The area of intersection is %d, it is better than bestArea=%d", r.area(), bestArea);
bestIndex = j;
bestArea = (int)r.area();
}
}
}
if (bestIndex >= 0)
{
//LOGD("DetectionBasedTracker::updateTrackedObjects: The best correspondence for i=%d is j=%d", i, bestIndex);
correspondence [bestIndex] = i;
for (int j = 0; j < N2; j++)
{
if (correspondence [j] >= 0)
{
continue;
}
Rect r = Rect.intersect(detectedObjects [j], detectedObjects [bestIndex]);
if (r != null && (r.width > 0) && (r.height > 0))
{
//LOGD("DetectionBasedTracker::updateTrackedObjects: Found intersection between "
// "rectangles j=%d and bestIndex=%d, rectangle j=%d is marked as intersected", j, bestIndex, j);
correspondence [j] = (int)TrackedState.INTERSECTED_RECTANGLE;
}
}
}
else
{
//LOGD("DetectionBasedTracker::updateTrackedObjects: There is no correspondence for i=%d ", i);
curObject.numFramesNotDetected++;
}
}
//LOGD("DetectionBasedTracker::updateTrackedObjects: start second cycle");
for (int j = 0; j < N2; j++)
{
int i = correspondence [j];
if (i >= 0) //add position
//Debug.Log("DetectionBasedTracker::updateTrackedObjects: add position");
{
trackedObjects [i].lastPositions.Add(detectedObjects [j]);
while ((int)trackedObjects [i].lastPositions.Count > (int)innerParameters.numLastPositionsToTrack)
{
trackedObjects [i].lastPositions.Remove(trackedObjects [i].lastPositions [0]);
}
trackedObjects [i].numFramesNotDetected = 0;
}
else if (i == (int)TrackedState.NEW_RECTANGLE) //new object
//Debug.Log("DetectionBasedTracker::updateTrackedObjects: new object");
{
trackedObjects.Add(new TrackedObject(detectedObjects [j]));
}
else
{
//Debug.Log ("DetectionBasedTracker::updateTrackedObjects: was auxiliary intersection");
}
}
int t = 0;
TrackedObject it;
while (t < trackedObjects.Count)
{
it = trackedObjects [t];
if ((it.numFramesNotDetected > parameters.maxTrackLifetime)
||
((it.numDetectedFrames <= innerParameters.numStepsToWaitBeforeFirstShow)
&&
(it.numFramesNotDetected > innerParameters.numStepsToTrackWithoutDetectingIfObjectHasNotBeenShown)))
{
//int numpos = (int)it.lastPositions.Count;
//if (numpos > 0) UnityEngine.Debug.LogError("numpos > 0 is false");
//Rect r = it.lastPositions [numpos - 1];
//Debug.Log("DetectionBasedTracker::updateTrackedObjects: deleted object " + r.x + " " + r.y + " " + r.width + " " + r.height);
trackedObjects.Remove(it);
}
else
{
t++;
}
}
}
/// <summary>
/// Raises the web cam texture to mat helper initialized event.
/// </summary>
public void OnWebCamTextureToMatHelperInitialized()
{
Debug.Log("OnWebCamTextureToMatHelperInitialized");
Mat webCamTextureMat = webCamTextureToMatHelper.GetMat();
#if NETFX_CORE && !DISABLE_HOLOLENSCAMSTREAM_API
// HololensCameraStream always returns image data in BGRA format.
texture = new Texture2D(webCamTextureMat.cols(), webCamTextureMat.rows(), TextureFormat.BGRA32, false);
#else
texture = new Texture2D(webCamTextureMat.cols(), webCamTextureMat.rows(), TextureFormat.RGBA32, false);
#endif
texture.wrapMode = TextureWrapMode.Clamp;
Debug.Log("Screen.width " + Screen.width + " Screen.height " + Screen.height + " Screen.orientation " + Screen.orientation);
Debug.Log("ScreenMat.width " + webCamTextureMat.width() + " ScreenMat.height " + webCamTextureMat.height());
processingAreaRect = new OpenCVForUnity.Rect((int)(webCamTextureMat.cols() * (outsideClippingRatio.x - clippingOffset.x)), (int)(webCamTextureMat.rows() * (outsideClippingRatio.y + clippingOffset.y)),
(int)(webCamTextureMat.cols() * (1f - outsideClippingRatio.x * 2)), (int)(webCamTextureMat.rows() * (1f - outsideClippingRatio.y * 2)));
processingAreaRect = processingAreaRect.intersect(new OpenCVForUnity.Rect(0, 0, webCamTextureMat.cols(), webCamTextureMat.rows()));
grayMat = new Mat(webCamTextureMat.rows(), webCamTextureMat.cols(), CvType.CV_8UC1);
//
//HL
quad_renderer = gameObject.GetComponent <Renderer>() as Renderer;
quad_renderer.sharedMaterial.SetTexture("_MainTex", texture);
quad_renderer.sharedMaterial.SetVector("_VignetteOffset", new Vector4(clippingOffset.x, clippingOffset.y));
Matrix4x4 projectionMatrix;
#if NETFX_CORE && !DISABLE_HOLOLENSCAMSTREAM_API
projectionMatrix = webCamTextureToMatHelper.GetProjectionMatrix();
quad_renderer.sharedMaterial.SetMatrix("_CameraProjectionMatrix", projectionMatrix);
#else
//19n
//Matrix4x4 projectionMatrix2 = webCamTextureToMatHelper.GetProjectionMatrix();
//Matrix4x4 camera2WorldMatrix = webCamTextureToMatHelper.GetCameraToWorldMatrix();
//HoloLensCameraStream.Resolution _resolution = CameraStreamHelper.Instance.GetLowestResolution();
//Vector3 imageCenterDirection = LocatableCameraUtils.PixelCoordToWorldCoord(camera2WorldMatrix, projectionMatrix2, _resolution, new Vector2(_resolution.width / 2, _resolution.height / 2));
//Vector3 imageBotRightDirection = LocatableCameraUtils.PixelCoordToWorldCoord(camera2WorldMatrix, projectionMatrix2, _resolution, new Vector2(_resolution.width, _resolution.height));
////_laser.ShootLaserFrom(camera2WorldMatrix.GetColumn(3), imageBotRightDirection, 10f, _botRightMaterial);
//Debug.Log(imageBotRightDirection);
//HL
//This value is obtained from PhotoCapture's TryGetProjectionMatrix() method.I do not know whether this method is good.
//Please see the discussion of this thread.Https://forums.hololens.com/discussion/782/live-stream-of-locatable-camera-webcam-in-unity
projectionMatrix = Matrix4x4.identity;
projectionMatrix.m00 = 2.31029f;
projectionMatrix.m01 = 0.00000f;
projectionMatrix.m02 = 0.09614f;
projectionMatrix.m03 = 0.00000f;
projectionMatrix.m10 = 0.00000f;
projectionMatrix.m11 = 4.10427f;
projectionMatrix.m12 = -0.06231f;
projectionMatrix.m13 = 0.00000f;
projectionMatrix.m20 = 0.00000f;
projectionMatrix.m21 = 0.00000f;
projectionMatrix.m22 = -1.00000f;
projectionMatrix.m23 = 0.00000f;
projectionMatrix.m30 = 0.00000f;
projectionMatrix.m31 = 0.00000f;
projectionMatrix.m32 = -1.00000f;
projectionMatrix.m33 = 0.00000f;
quad_renderer.sharedMaterial.SetMatrix("_CameraProjectionMatrix", projectionMatrix);
#endif
quad_renderer.sharedMaterial.SetFloat("_VignetteScale", vignetteScale);
float halfOfVerticalFov = Mathf.Atan(1.0f / projectionMatrix.m11);
float aspectRatio = (1.0f / Mathf.Tan(halfOfVerticalFov)) / projectionMatrix.m00;
Debug.Log("halfOfVerticalFov " + halfOfVerticalFov);
Debug.Log("aspectRatio " + aspectRatio);
//13n
monotracker = TrackerKCF.create();
bbox = new Rect2d();
selectedPointList = new List <Point>();
SetupGestureRecognizer();
}