/// <summary>
/// Raises the web cam texture to mat helper disposed event.
/// </summary>
public void OnWebCamTextureToMatHelperDisposed()
{
Debug.Log("OnWebCamTextureToMatHelperDisposed");
camMatrix.Dispose();
distCoeffs.Dispose();
}
public virtual void Clear()
{
if (imagePoints != null)
{
foreach (var points in imagePoints)
{
points.Dispose();
}
}
foreach (var rvec in rvecs)
{
rvec.Dispose();
}
foreach (var tvec in tvecs)
{
tvec.Dispose();
}
if (cameraMatrix != null)
{
cameraMatrix.Dispose();
}
if (distCoeffs != null)
{
distCoeffs.Dispose();
}
foreach (var img in allImgs)
{
img.Dispose();
}
}
/// <summary>
/// Raises the web cam texture to mat helper disposed event.
/// </summary>
public void OnWebCamTextureToMatHelperDisposed()
{
Debug.Log("OnWebCamTextureToMatHelperDisposed");
StopThread();
if (grayMat != null)
{
grayMat.Dispose();
}
if (cascade != null)
{
cascade.Dispose();
}
if (grayMat4Thread != null)
{
grayMat4Thread.Dispose();
}
if (cascade4Thread != null)
{
cascade4Thread.Dispose();
}
rectangleTracker.Reset();
camMatrix.Dispose();
distCoeffs.Dispose();
}
public override void Dispose()
{
if (objectPoints68 != null)
{
objectPoints68.Dispose();
}
if (camMatrix != null)
{
camMatrix.Dispose();
}
if (distCoeffs != null)
{
distCoeffs.Dispose();
}
if (imagePoints != null)
{
imagePoints.Dispose();
}
if (rvec != null)
{
rvec.Dispose();
}
if (tvec != null)
{
tvec.Dispose();
}
}
/// <summary>
/// Raises the disable event.
/// </summary>
void OnDisable()
{
camMatrix.Dispose();
distCoeffs.Dispose();
faceLandmarkDetector.Dispose();
}
public void Dispose()
{
objectPoints.Dispose();
imagePoints.Dispose();
rvec.Dispose();
tvec.Dispose();
rotM.Dispose();
camMatrix.Dispose();
distCoeffs.Dispose();
}
/// <summary>
/// Raises the webcam texture to mat helper disposed event.
/// </summary>
public void OnWebCamTextureToMatHelperDisposed()
{
Debug.Log("OnWebCamTextureToMatHelperDisposed");
faceTracker.reset();
grayMat.Dispose();
camMatrix.Dispose();
distCoeffs.Dispose();
}
public void MatOfTDispose()
{
//Mat img = Image("lenna.png", ImreadModes.GrayScale);
//Mat copy = new Mat(img);
var sourceMat = new Mat(10, 20, MatType.CV_64FC1);
var doubleMat = new MatOfDouble(sourceMat);
sourceMat = null;
doubleMat.Dispose(); // after it when GC will working program broken
}
/// <summary>
/// Raises the web cam texture to mat helper disposed event.
/// </summary>
public void OnWebCamTextureToMatHelperDisposed()
{
Debug.Log("OnWebCamTextureToMatHelperDisposed");
if (texture != null)
{
Texture2D.Destroy(texture);
texture = null;
}
camMatrix.Dispose();
distCoeffs.Dispose();
}
/// <summary>
/// Raises the web cam texture to mat helper disposed event.
/// </summary>
public void OnWebCamTextureToMatHelperDisposed()
{
Debug.Log("OnWebCamTextureToMatHelperDisposed");
StopThread();
lock (sync) {
ExecuteOnMainThread.Clear();
}
if (grayMat != null)
{
grayMat.Dispose();
}
if (cascade != null)
{
cascade.Dispose();
}
if (grayMat4Thread != null)
{
grayMat4Thread.Dispose();
}
if (cascade4Thread != null)
{
cascade4Thread.Dispose();
}
rectangleTracker.Reset();
camMatrix.Dispose();
distCoeffs.Dispose();
if (rvec != null)
{
rvec.Dispose();
rvec = null;
}
if (tvec != null)
{
tvec.Dispose();
tvec = null;
}
if (opticalFlowFilter != null)
{
opticalFlowFilter.Dispose();
}
}
/// <summary>
/// Raises the disable event.
/// </summary>
void OnDisable()
{
if (camMatrix != null)
{
camMatrix.Dispose();
}
if (distCoeffs != null)
{
distCoeffs.Dispose();
}
if (faceLandmarkDetector != null)
{
faceLandmarkDetector.Dispose();
}
}
/// <summary>
/// Raises the destroy event.
/// </summary>
void OnDestroy()
{
if (camMatrix != null)
{
camMatrix.Dispose();
}
if (distCoeffs != null)
{
distCoeffs.Dispose();
}
if (capture != null)
{
capture.release();
}
if (rgbMat != null)
{
rgbMat.Dispose();
}
if (texture != null)
{
Texture2D.Destroy(texture);
texture = null;
}
if (faceLandmarkDetector != null)
{
faceLandmarkDetector.Dispose();
}
#if UNITY_WEBGL && !UNITY_EDITOR
foreach (var coroutine in coroutines)
{
StopCoroutine(coroutine);
((IDisposable)coroutine).Dispose();
}
#endif
}
void OnDestroy()
{
if (_anchorPointsImageMat != null)
{
_anchorPointsImageMat.Dispose();
}
if (_anchorPointsWorldMat != null)
{
_anchorPointsWorldMat.Dispose();
}
if (_distCoeffs != null)
{
_distCoeffs.Dispose();
}
if (_cameraMatrix != null)
{
_cameraMatrix.Dispose();
}
if (_rVec != null)
{
_rVec.Dispose();
}
if (_rVec != null)
{
_rVec.Dispose();
}
if (_camTexMat != null)
{
_camTexMat.Dispose();
}
if (_camTexGrayMat != null)
{
_camTexGrayMat.Dispose();
}
if (_camTexGrayUndistortMat != null)
{
_camTexGrayUndistortMat.Dispose();
}
}
void Reset()
{
if (_sensorMat != null)
{
_sensorMat.Dispose();
}
if (_distortionCoeffsMat != null)
{
_distortionCoeffsMat.Dispose();
}
if (_camTexGrayMat != null)
{
_camTexGrayMat.Dispose();
}
if (_camTexGrayUndistortMat != null)
{
_camTexGrayUndistortMat.Dispose();
}
if (_processedCameraTexture)
{
Destroy(_processedCameraTexture);
}
}
public void Dispose()
{
if (objectPoints != null && !objectPoints.IsDisposed)
{
objectPoints.Dispose();
}
if (imagePoints != null && !imagePoints.IsDisposed)
{
imagePoints.Dispose();
}
if (rvec != null && !rvec.IsDisposed)
{
rvec.Dispose();
}
if (tvec != null && !tvec.IsDisposed)
{
tvec.Dispose();
}
if (rotM != null && !rotM.IsDisposed)
{
rotM.Dispose();
}
if (camMatrix != null && !camMatrix.IsDisposed)
{
camMatrix.Dispose();
}
if (distCoeffs != null && !distCoeffs.IsDisposed)
{
distCoeffs.Dispose();
}
}
/// <summary>
/// Raises the destroy event.
/// </summary>
void OnDestroy()
{
if (camMatrix != null)
{
camMatrix.Dispose();
}
if (distCoeffs != null)
{
distCoeffs.Dispose();
}
if (faceLandmarkDetector != null)
{
faceLandmarkDetector.Dispose();
}
#if UNITY_WEBGL && !UNITY_EDITOR
foreach (var coroutine in coroutines)
{
StopCoroutine(coroutine);
((IDisposable)coroutine).Dispose();
}
#endif
}
private void detectShapeCandidates(ref Bitmap bitmap, Boolean saveShapes)
{
string myPhotos = Environment.GetFolderPath(Environment.SpecialFolder.MyPictures);
Mat colorMat = BitmapConverter.ToMat(bitmap);
MatOfDouble mu = new MatOfDouble();
MatOfDouble sigma = new MatOfDouble();
Cv2.MeanStdDev(colorMat, mu, sigma);
double mean = mu.GetArray(0, 0)[0];
mu.Dispose();
sigma.Dispose();
Mat greyMat = new Mat();
Cv2.CvtColor(colorMat, greyMat, ColorConversion.BgraToGray, 0);
greyMat = greyMat.GaussianBlur(new OpenCvSharp.CPlusPlus.Size(1, 1), 5, 5, BorderType.Default);
greyMat = greyMat.Canny(0.5 * mean, 1.2 * mean, 3, true);
Mat contourMat = new Mat(greyMat.Size(), colorMat.Type());
greyMat.CopyTo(contourMat);
var contours = contourMat.FindContoursAsArray(ContourRetrieval.List, ContourChain.ApproxSimple);
this.controls.Clear();
for (int j = 0; j < contours.Length; j++)
{
var poly = Cv2.ApproxPolyDP(contours[j], 0.01 * Cv2.ArcLength(contours[j], true), true);
int num = poly.Length;
if (num >= 4 && num < 20)
{
var color = Scalar.Blue;
var rect = Cv2.BoundingRect(poly);
if (rect.Height < 20 || rect.Width < 20)
{
continue;
}
if (saveShapes)
{
string path = Path.Combine(myPhotos, "shape_samples");
path = Path.Combine(path, "shape_sample_" + Path.GetRandomFileName() + ".png");
Mat shapeMat = preprocessShape(rect, greyMat);
Bitmap shape = shapeMat.ToBitmap();
shape.Save(path);
shape.Dispose();
shapeMat.Dispose();
continue;
}
if (shapeSVM != null)
{
Mat shapeMat = preprocessShape(rect, greyMat);
float shapeClass = classifyShape(shapeMat, shapeSVM);
if (shapeClass >= 0)
{
Shape shape = null;
switch ((int)shapeClass)
{
case 0:
color = Scalar.Red;
shape = new Shape(Shape.ShapeType.SQUARE, rect);
break;
case 1:
color = Scalar.Yellow;
shape = new Shape(Shape.ShapeType.CIRCLE, rect);
break;
case 2:
color = Scalar.Green;
shape = new Shape(Shape.ShapeType.SLIDER, rect);
break;
}
Cv2.Rectangle(colorMat, rect, color, 2);
this.controls.Add(shape);
}
shapeMat.Dispose();
}
else
{
Cv2.Rectangle(colorMat, rect, color, 2);
}
}
}
bitmap = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(colorMat);
colorMat.Dispose();
greyMat.Dispose();
contourMat.Dispose();
}
private IEnumerator init()
{
axes.SetActive(false);
head.SetActive(false);
rightEye.SetActive(false);
leftEye.SetActive(false);
mouth.SetActive(false);
if (webCamTexture != null)
{
faceTracker.reset();
webCamTexture.Stop();
initDone = false;
rgbaMat.Dispose();
grayMat.Dispose();
cascade.Dispose();
camMatrix.Dispose();
distCoeffs.Dispose();
}
// Checks how many and which cameras are available on the device
for (int cameraIndex = 0; cameraIndex < WebCamTexture.devices.Length; cameraIndex++)
{
if (WebCamTexture.devices [cameraIndex].isFrontFacing == isFrontFacing)
{
Debug.Log(cameraIndex + " name " + WebCamTexture.devices [cameraIndex].name + " isFrontFacing " + WebCamTexture.devices [cameraIndex].isFrontFacing);
webCamDevice = WebCamTexture.devices [cameraIndex];
webCamTexture = new WebCamTexture(webCamDevice.name, width, height);
break;
}
}
if (webCamTexture == null)
{
webCamDevice = WebCamTexture.devices [0];
webCamTexture = new WebCamTexture(webCamDevice.name, width, height);
}
Debug.Log("width " + webCamTexture.width + " height " + webCamTexture.height + " fps " + webCamTexture.requestedFPS);
// Starts the camera
webCamTexture.Play();
while (true)
{
//If you want to use webcamTexture.width and webcamTexture.height on iOS, you have to wait until webcamTexture.didUpdateThisFrame == 1, otherwise these two values will be equal to 16. (http://forum.unity3d.com/threads/webcamtexture-and-error-0x0502.123922/)
#if UNITY_IOS && !UNITY_EDITOR && (UNITY_4_6_3 || UNITY_4_6_4 || UNITY_5_0_0 || UNITY_5_0_1)
if (webCamTexture.width > 16 && webCamTexture.height > 16)
{
#else
if (webCamTexture.didUpdateThisFrame)
{
#endif
Debug.Log("width " + webCamTexture.width + " height " + webCamTexture.height + " fps " + webCamTexture.requestedFPS);
Debug.Log("videoRotationAngle " + webCamTexture.videoRotationAngle + " videoVerticallyMirrored " + webCamTexture.videoVerticallyMirrored + " isFrongFacing " + webCamDevice.isFrontFacing);
colors = new Color32[webCamTexture.width * webCamTexture.height];
rgbaMat = new Mat(webCamTexture.height, webCamTexture.width, CvType.CV_8UC4);
grayMat = new Mat(webCamTexture.height, webCamTexture.width, CvType.CV_8UC1);
texture = new Texture2D(webCamTexture.width, webCamTexture.height, TextureFormat.RGBA32, false);
cascade = new CascadeClassifier(Utils.getFilePath("haarcascade_frontalface_alt.xml"));
if (cascade.empty())
{
Debug.LogError("cascade file is not loaded.Please copy from “FaceTrackerSample/StreamingAssets/” to “Assets/StreamingAssets/” folder. ");
}
gameObject.transform.localScale = new Vector3(webCamTexture.width, webCamTexture.height, 1);
gameObject.transform.localEulerAngles = new Vector3(0, 0, 0);
// gameObject.transform.rotation = gameObject.transform.rotation * Quaternion.AngleAxis (webCamTexture.videoRotationAngle, Vector3.back);
// bool _videoVerticallyMirrored = webCamTexture.videoVerticallyMirrored;
// float scaleX = 1;
// float scaleY = _videoVerticallyMirrored ? -1.0f : 1.0f;
// gameObject.transform.localScale = new Vector3 (scaleX * gameObject.transform.localScale.x, scaleY * gameObject.transform.localScale.y, 1);
gameObject.GetComponent <Renderer> ().material.mainTexture = texture;
Camera.main.orthographicSize = webCamTexture.height / 2;
int max_d = Mathf.Max(rgbaMat.rows(), rgbaMat.cols());
camMatrix = new Mat(3, 3, CvType.CV_64FC1);
camMatrix.put(0, 0, max_d);
camMatrix.put(0, 1, 0);
camMatrix.put(0, 2, rgbaMat.cols() / 2.0f);
camMatrix.put(1, 0, 0);
camMatrix.put(1, 1, max_d);
camMatrix.put(1, 2, rgbaMat.rows() / 2.0f);
camMatrix.put(2, 0, 0);
camMatrix.put(2, 1, 0);
camMatrix.put(2, 2, 1.0f);
Size imageSize = new Size(rgbaMat.cols(), rgbaMat.rows());
double apertureWidth = 0;
double apertureHeight = 0;
double[] fovx = new double[1];
double[] fovy = new double[1];
double[] focalLength = new double[1];
Point principalPoint = new Point();
double[] aspectratio = new double[1];
Calib3d.calibrationMatrixValues(camMatrix, imageSize, apertureWidth, apertureHeight, fovx, fovy, focalLength, principalPoint, aspectratio);
Debug.Log("imageSize " + imageSize.ToString());
Debug.Log("apertureWidth " + apertureWidth);
Debug.Log("apertureHeight " + apertureHeight);
Debug.Log("fovx " + fovx [0]);
Debug.Log("fovy " + fovy [0]);
Debug.Log("focalLength " + focalLength [0]);
Debug.Log("principalPoint " + principalPoint.ToString());
Debug.Log("aspectratio " + aspectratio [0]);
ARCamera.fieldOfView = (float)fovy [0];
Debug.Log("camMatrix " + camMatrix.dump());
distCoeffs = new MatOfDouble(0, 0, 0, 0);
Debug.Log("distCoeffs " + distCoeffs.dump());
lookAtM = getLookAtMatrix(new Vector3(0, 0, 0), new Vector3(0, 0, 1), new Vector3(0, -1, 0));
Debug.Log("lookAt " + lookAtM.ToString());
invertZM = Matrix4x4.TRS(Vector3.zero, Quaternion.identity, new Vector3(1, 1, -1));
initDone = true;
break;
}
else
{
yield return(0);
}
}
}
// Update is called once per frame
void Update()
{
if (!initDone)
{
return;
}
#if UNITY_IOS && !UNITY_EDITOR && (UNITY_4_6_3 || UNITY_4_6_4 || UNITY_5_0_0 || UNITY_5_0_1)
if (webCamTexture.width > 16 && webCamTexture.height > 16)
{
#else
if (webCamTexture.didUpdateThisFrame)
{
#endif
Utils.webCamTextureToMat(webCamTexture, rgbaMat, colors);
//flip to correct direction.
if (webCamTexture.videoVerticallyMirrored)
{
if (webCamDevice.isFrontFacing)
{
if (webCamTexture.videoRotationAngle == 0)
{
Core.flip(rgbaMat, rgbaMat, -1);
}
else if (webCamTexture.videoRotationAngle == 180)
{
Core.flip(rgbaMat, rgbaMat, 0);
}
}
else
{
if (webCamTexture.videoRotationAngle == 0)
{
}
else if (webCamTexture.videoRotationAngle == 180)
{
Core.flip(rgbaMat, rgbaMat, 1);
}
}
}
else
{
if (webCamDevice.isFrontFacing)
{
if (webCamTexture.videoRotationAngle == 0)
{
Core.flip(rgbaMat, rgbaMat, 1);
}
else if (webCamTexture.videoRotationAngle == 180)
{
Core.flip(rgbaMat, rgbaMat, 0);
}
}
else
{
if (webCamTexture.videoRotationAngle == 0)
{
}
else if (webCamTexture.videoRotationAngle == 180)
{
Core.flip(rgbaMat, rgbaMat, -1);
}
}
}
//convert image to greyscale
Imgproc.cvtColor(rgbaMat, grayMat, Imgproc.COLOR_RGBA2GRAY);
if (faceTracker.getPoints().Count <= 0)
{
Debug.Log("detectFace");
//convert image to greyscale
using (Mat equalizeHistMat = new Mat())
using (MatOfRect faces = new MatOfRect()) {
Imgproc.equalizeHist(grayMat, equalizeHistMat);
cascade.detectMultiScale(equalizeHistMat, faces, 1.1f, 2, 0
| Objdetect.CASCADE_FIND_BIGGEST_OBJECT
| Objdetect.CASCADE_SCALE_IMAGE, new OpenCVForUnity.Size(equalizeHistMat.cols() * 0.15, equalizeHistMat.cols() * 0.15), new Size());
if (faces.rows() > 0)
{
Debug.Log("faces " + faces.dump());
//add initial face points from MatOfRect
faceTracker.addPoints(faces);
//draw face rect
OpenCVForUnity.Rect[] rects = faces.toArray();
for (int i = 0; i < rects.Length; i++)
{
Core.rectangle(rgbaMat, 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, 255), 2);
}
}
}
}
//track face points.if face points <= 0, always return false.
if (faceTracker.track(grayMat, faceTrackerParams))
{
if (isDrawPoints)
{
faceTracker.draw(rgbaMat, new Scalar(255, 0, 0, 255), new Scalar(0, 255, 0, 255));
}
Core.putText(rgbaMat, "'Tap' or 'Space Key' to Reset", new Point(5, rgbaMat.rows() - 5), Core.FONT_HERSHEY_SIMPLEX, 0.8, new Scalar(255, 255, 255, 255), 2, Core.LINE_AA, false);
Point[] points = faceTracker.getPoints() [0];
if (points.Length > 0)
{
// for (int i = 0; i < points.Length; i++) {
// Core.putText (rgbaMat, "" + i, new Point (points [i].x, points [i].y), Core.FONT_HERSHEY_SIMPLEX, 0.3, new Scalar (0, 0, 255, 255), 2, Core.LINE_AA, false);
// }
imagePoints.fromArray(
points [31], //l eye
points [36], //r eye
points [67], //nose
points [48], //l mouth
points [54] //r mouth
// ,
// points [1],//l ear
// points [13]//r ear
);
Calib3d.solvePnP(objectPoints, imagePoints, camMatrix, distCoeffs, rvec, tvec);
bool isRefresh = false;
if (tvec.get(2, 0) [0] > 0 && tvec.get(2, 0) [0] < 1200 * ((float)webCamTexture.width / (float)width))
{
isRefresh = true;
if (oldRvec == null)
{
oldRvec = new Mat();
rvec.copyTo(oldRvec);
}
if (oldTvec == null)
{
oldTvec = new Mat();
tvec.copyTo(oldTvec);
}
//filter Rvec Noise.
using (Mat absDiffRvec = new Mat()) {
Core.absdiff(rvec, oldRvec, absDiffRvec);
// Debug.Log ("absDiffRvec " + absDiffRvec.dump());
using (Mat cmpRvec = new Mat()) {
Core.compare(absDiffRvec, new Scalar(rvecNoiseFilterRange), cmpRvec, Core.CMP_GT);
if (Core.countNonZero(cmpRvec) > 0)
{
isRefresh = false;
}
}
}
//filter Tvec Noise.
using (Mat absDiffTvec = new Mat()) {
Core.absdiff(tvec, oldTvec, absDiffTvec);
// Debug.Log ("absDiffRvec " + absDiffRvec.dump());
using (Mat cmpTvec = new Mat()) {
Core.compare(absDiffTvec, new Scalar(tvecNoiseFilterRange), cmpTvec, Core.CMP_GT);
if (Core.countNonZero(cmpTvec) > 0)
{
isRefresh = false;
}
}
}
}
if (isRefresh)
{
if (!rightEye.activeSelf)
{
rightEye.SetActive(true);
}
if (!leftEye.activeSelf)
{
leftEye.SetActive(true);
}
if ((Mathf.Abs((float)(points [48].x - points [56].x)) < Mathf.Abs((float)(points [31].x - points [36].x)) / 2.2 &&
Mathf.Abs((float)(points [51].y - points [57].y)) > Mathf.Abs((float)(points [31].x - points [36].x)) / 2.9) ||
Mathf.Abs((float)(points [51].y - points [57].y)) > Mathf.Abs((float)(points [31].x - points [36].x)) / 2.7)
{
if (!mouth.activeSelf)
{
mouth.SetActive(true);
}
}
else
{
if (mouth.activeSelf)
{
mouth.SetActive(false);
}
}
rvec.copyTo(oldRvec);
tvec.copyTo(oldTvec);
Calib3d.Rodrigues(rvec, rotM);
transformationM.SetRow(0, new Vector4((float)rotM.get(0, 0) [0], (float)rotM.get(0, 1) [0], (float)rotM.get(0, 2) [0], (float)tvec.get(0, 0) [0]));
transformationM.SetRow(1, new Vector4((float)rotM.get(1, 0) [0], (float)rotM.get(1, 1) [0], (float)rotM.get(1, 2) [0], (float)tvec.get(1, 0) [0]));
transformationM.SetRow(2, new Vector4((float)rotM.get(2, 0) [0], (float)rotM.get(2, 1) [0], (float)rotM.get(2, 2) [0], (float)tvec.get(2, 0) [0]));
transformationM.SetRow(3, new Vector4(0, 0, 0, 1));
modelViewMtrx = lookAtM * transformationM * invertZM;
ARCamera.worldToCameraMatrix = modelViewMtrx;
// Debug.Log ("modelViewMtrx " + modelViewMtrx.ToString());
}
}
}
Utils.matToTexture2D(rgbaMat, texture, colors);
}
if (Input.GetKeyUp(KeyCode.Space) || Input.touchCount > 0)
{
faceTracker.reset();
if (oldRvec != null)
{
oldRvec.Dispose();
oldRvec = null;
}
if (oldTvec != null)
{
oldTvec.Dispose();
oldTvec = null;
}
ARCamera.ResetWorldToCameraMatrix();
rightEye.SetActive(false);
leftEye.SetActive(false);
mouth.SetActive(false);
}
}
void OnDisable()
{
webCamTexture.Stop();
}
private Matrix4x4 getLookAtMatrix(Vector3 pos, Vector3 target, Vector3 up)
{
Vector3 z = Vector3.Normalize(pos - target);
Vector3 x = Vector3.Normalize(Vector3.Cross(up, z));
Vector3 y = Vector3.Normalize(Vector3.Cross(z, x));
Matrix4x4 result = new Matrix4x4();
result.SetRow(0, new Vector4(x.x, x.y, x.z, -(Vector3.Dot(pos, x))));
result.SetRow(1, new Vector4(y.x, y.y, y.z, -(Vector3.Dot(pos, y))));
result.SetRow(2, new Vector4(z.x, z.y, z.z, -(Vector3.Dot(pos, z))));
result.SetRow(3, new Vector4(0, 0, 0, 1));
return(result);
}
void OnGUI()
{
float screenScale = Screen.height / 240.0f;
Matrix4x4 scaledMatrix = Matrix4x4.Scale(new Vector3(screenScale, screenScale, screenScale));
GUI.matrix = scaledMatrix;
GUILayout.BeginVertical();
if (GUILayout.Button("back"))
{
Application.LoadLevel("FaceTrackerSample");
}
if (GUILayout.Button("change camera"))
{
isFrontFacing = !isFrontFacing;
StartCoroutine(init());
}
if (GUILayout.Button("drawPoints"))
{
if (isDrawPoints)
{
isDrawPoints = false;
}
else
{
isDrawPoints = true;
}
}
if (GUILayout.Button("axes"))
{
if (axes.activeSelf)
{
axes.SetActive(false);
}
else
{
axes.SetActive(true);
}
}
if (GUILayout.Button("head"))
{
if (head.activeSelf)
{
head.SetActive(false);
}
else
{
head.SetActive(true);
}
}
GUILayout.EndVertical();
}
}
private unsafe void OpenCV(ref Bitmap bitmap)
{
Mat testMat = BitmapConverter.ToMat(bitmap);
MatOfDouble mu = new MatOfDouble();
MatOfDouble sigma = new MatOfDouble();
Cv2.MeanStdDev(testMat, mu, sigma);
double mean = mu.GetArray(0, 0)[0];
mu.Dispose();
sigma.Dispose();
SimpleBlobDetector.Params circleParameters = new SimpleBlobDetector.Params();
circleParameters.FilterByCircularity = true;
circleParameters.MinCircularity = (float)0.85;
circleParameters.MaxCircularity = (float)1;
circleParameters.MinArea = 30; // Modify the value on the fly (TODO use bigger circle)
SimpleBlobDetector detectCircleBlobs = new SimpleBlobDetector(circleParameters);
fingerPoints = detectCircleBlobs.Detect(testMat);
detectCircleBlobs.Dispose();
// If Finger found basically
if (fingerPoints != null)
{
this.fingerSize = 0;
int fingerIndex = -1;
for (int i = 0; i < fingerPoints.Length; i++)
{
if (fingerPoints[i].Size >= this.fingerSize)
{
this.fingerSize = (int)fingerPoints[i].Size;
fingerIndex = i;
}
}
if (fingerIndex != -1)
{
OpenCvSharp.CPlusPlus.Point coordinate = fingerPoints[fingerIndex].Pt;
this.fingerSize = (int)((fingerPoints[fingerIndex].Size) * Math.Sqrt(2));
testMat.Set <Vec3b>(coordinate.Y, coordinate.X, new Vec3b(0, 255, 0));
RotatedRect rRect = new RotatedRect(new Point2f(coordinate.X, coordinate.Y), new Size2f(this.fingerSize, this.fingerSize), 0);
Point2f[] circleVerticies = rRect.Points();
//this.fingerCoordinates[0] = coordinate.X;
//this.fingerCoordinates[1] = coordinate.Y;
int height = (int)(circleVerticies[0].Y - circleVerticies[1].Y);
int width = (int)(circleVerticies[2].X - circleVerticies[1].X);
int startX = (int)(circleVerticies[0].X);
int startY = (int)(circleVerticies[1].Y);
this.fingerDepth = MapColortoDepth(startX, startY, this.fingerSize, this.fingerSize);
OpenCvSharp.CPlusPlus.Rect featureRect = new OpenCvSharp.CPlusPlus.Rect(startX, startY, this.fingerSize, this.fingerSize);
// Draw box around finger
for (int j = 0; j < 4; j++)
{
Cv2.Line(testMat, circleVerticies[j], circleVerticies[(j + 1) % 4], new Scalar(0, 255, 0));
}
Boolean intersectOccurance = false;
List <int> intersectIndicies = new List <int>();
for (int i = 0; i < this.controls.Count; i++)
{
if (this.controls[i].boundingRect.IntersectsWith(featureRect))
{
double diff = fingerDepth - this.controls[i].depth;
if (Math.Abs(diff) < 0.5)
{
intersectOccurance = true;
intersectIndicies.Add(i);
}
}
}
System.Text.StringBuilder append = new System.Text.StringBuilder();
if (intersectOccurance)
{
for (int i = 0; i < intersectIndicies.Count; i++)
{
append.Append(" " + this.controls[intersectIndicies[i]].title + " " + intersectIndicies[i].ToString());
}
this.OutputText = "Pressed Button" + append; //TODO Make this more obvious
}
else
{
this.OutputText = "No State";
}
}
}
bitmap = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(testMat);
testMat.Dispose();
}
private void detectShapeCandidates(ref Bitmap bitmap, Boolean saveShapes)
{
Debug.WriteLine("Running OpenCV");
string myPhotos = Environment.GetFolderPath(Environment.SpecialFolder.MyPictures);
Mat colorMat = BitmapConverter.ToMat(bitmap);
MatOfDouble mu = new MatOfDouble();
MatOfDouble sigma = new MatOfDouble();
Cv2.MeanStdDev(colorMat, mu, sigma);
double mean = mu.GetArray(0, 0)[0];
mu.Dispose();
sigma.Dispose();
Mat greyMat = new Mat();
Cv2.CvtColor(colorMat, greyMat, ColorConversion.BgraToGray, 0);
greyMat = greyMat.GaussianBlur(new OpenCvSharp.CPlusPlus.Size(1, 1), 5, 5, BorderType.Default);
greyMat = greyMat.Canny(0.5 * mean, 1.2 * mean, 3, true);
Mat contourMat = new Mat(greyMat.Size(), colorMat.Type());
greyMat.CopyTo(contourMat);
var contours = contourMat.FindContoursAsArray(ContourRetrieval.List, ContourChain.ApproxSimple);
for (int j = 0; j < contours.Length; j++)
{
var poly = Cv2.ApproxPolyDP(contours[j], 0.01 * Cv2.ArcLength(contours[j], true), true);
int num = poly.Length;
if (num >= 4 && num < 20)
{
var color = Scalar.Blue;
var rect = Cv2.BoundingRect(poly);
if (rect.Height < 20 || rect.Width < 20)
{
continue;
}
if (saveShapes)
{
string path = Path.Combine(myPhotos, "shape_samples");
path = Path.Combine(path, "shape_sample_" + Path.GetRandomFileName() + ".png");
var matRect = new OpenCvSharp.CPlusPlus.Rect(0, 0, greyMat.Width, greyMat.Height);
rect.Inflate((int)(rect.Width * 0.1), (int)(rect.Height * 0.1));
rect = rect.Intersect(matRect);
Mat shapeMat = greyMat.SubMat(rect);
var size = new OpenCvSharp.CPlusPlus.Size(128, 128);
shapeMat = shapeMat.Resize(size);
Bitmap shape = shapeMat.ToBitmap();
shape.Save(path);
shape.Dispose();
shapeMat.Dispose();
continue;
}
Cv2.Rectangle(colorMat, rect, color, 2);
}
}
bitmap = OpenCvSharp.Extensions.BitmapConverter.ToBitmap(colorMat);
colorMat.Dispose();
greyMat.Dispose();
contourMat.Dispose();
}
/// <summary>
/// Raises the web cam texture to mat helper disposed event.
/// </summary>
public void OnWebCamTextureToMatHelperDisposed()
{
camMatrix.Dispose();
distCoeffs.Dispose();
}
// プロセスを起動する
private IEnumerator init()
{
rightEye.SetActive(false);
leftEye.SetActive(false);
Debug.Log("---------------------------------------------------------------Eye");
Debug.Log(leftEye.transform.localPosition);
Debug.Log(rightEye.transform.localPosition);
Debug.Log("---------------------------------------------------------------Eye");
if (webCamTexture != null)
{
faceTracker.reset();
webCamTexture.Stop();
initDone = false;
rgbaMat.Dispose();
grayMat.Dispose();
cascade.Dispose();
camMatrix.Dispose();
distCoeffs.Dispose();
}
// カメラがデバイスで使用可能かチェック
for (int cameraIndex = 0; cameraIndex < WebCamTexture.devices.Length; cameraIndex++)
{
if (WebCamTexture.devices[cameraIndex].isFrontFacing == shouldUseFrontFacing)
{
Debug.Log(cameraIndex + " name " + WebCamTexture.devices[cameraIndex].name + " isFrontFacing " + WebCamTexture.devices[cameraIndex].isFrontFacing);
webCamDevice = WebCamTexture.devices[cameraIndex];
webCamTexture = new WebCamTexture(webCamDevice.name, width, height);
break;
}
}
if (webCamTexture == null)
{
webCamDevice = WebCamTexture.devices[0];
webCamTexture = new WebCamTexture(webCamDevice.name, width, height);
}
Debug.Log("width " + webCamTexture.width + " height " + webCamTexture.height + " fps " + webCamTexture.requestedFPS);
// カメラを起動します
webCamTexture.Play();
while (true)
{
// iOSの上webcamTexture.widthとwebcamTexture.heightを使用する場合は、それ以外の場合はこれら2つの値が16に等しくなり、webcamTexture.didUpdateThisFrame== 1まで待つ必要があります.
#if UNITY_IOS && !UNITY_EDITOR && (UNITY_4_6_3 || UNITY_4_6_4 || UNITY_5_0_0 || UNITY_5_0_1)
if (webCamTexture.width > 16 && webCamTexture.height > 16)
{
#else
if (webCamTexture.didUpdateThisFrame)
{
#if UNITY_IOS && !UNITY_EDITOR && UNITY_5_2
while (webCamTexture.width <= 16)
{
webCamTexture.GetPixels32();
yield return(new WaitForEndOfFrame());
}
#endif
#endif
Debug.Log("width " + webCamTexture.width + " height " + webCamTexture.height + " fps " + webCamTexture.requestedFPS);
Debug.Log("videoRotationAngle " + webCamTexture.videoRotationAngle + " videoVerticallyMirrored " + webCamTexture.videoVerticallyMirrored + " isFrongFacing " + webCamDevice.isFrontFacing);
colors = new Color32[webCamTexture.width * webCamTexture.height];
rgbaMat = new Mat(webCamTexture.height, webCamTexture.width, CvType.CV_8UC4);
grayMat = new Mat(webCamTexture.height, webCamTexture.width, CvType.CV_8UC1);
texture = new Texture2D(webCamTexture.width, webCamTexture.height, TextureFormat.RGBA32, false);
gameObject.GetComponent <Renderer>().material.mainTexture = texture;
updateLayout();
cascade = new CascadeClassifier(Utils.getFilePath("haarcascade_frontalface_alt.xml"));
if (cascade.empty())
{
Debug.LogError("cascade file is not loaded.Please copy from “FaceTrackerSample/StreamingAssets/” to “Assets/StreamingAssets/” folder. ");
}
int max_d = Mathf.Max(rgbaMat.rows(), rgbaMat.cols());
camMatrix = new Mat(3, 3, CvType.CV_64FC1);
camMatrix.put(0, 0, max_d);
camMatrix.put(0, 1, 0);
camMatrix.put(0, 2, rgbaMat.cols() / 2.0f);
camMatrix.put(1, 0, 0);
camMatrix.put(1, 1, max_d);
camMatrix.put(1, 2, rgbaMat.rows() / 2.0f);
camMatrix.put(2, 0, 0);
camMatrix.put(2, 1, 0);
camMatrix.put(2, 2, 1.0f);
Size imageSize = new Size(rgbaMat.cols(), rgbaMat.rows());
double apertureWidth = 0;
double apertureHeight = 0;
double[] fovx = new double[1];
double[] fovy = new double[1];
double[] focalLength = new double[1];
Point principalPoint = new Point(); // 主点
double[] aspectratio = new double[1];
Calib3d.calibrationMatrixValues(camMatrix, imageSize, apertureWidth, apertureHeight, fovx, fovy, focalLength, principalPoint, aspectratio);
Debug.Log("imageSize " + imageSize.ToString());
Debug.Log("apertureWidth " + apertureWidth);
Debug.Log("apertureHeight " + apertureHeight);
Debug.Log("fovx " + fovx[0]);
Debug.Log("fovy " + fovy[0]);
Debug.Log("focalLength " + focalLength[0]);
Debug.Log("--------------------------principalPoint");
Debug.Log("principalPoint " + principalPoint.ToString());
Debug.Log("--------------------------principalPoint");
Debug.Log("aspectratio " + aspectratio[0]);
ARCamera.fieldOfView = (float)fovy[0];
Debug.Log("camMatrix " + camMatrix.dump());
distCoeffs = new MatOfDouble(0, 0, 0, 0);
Debug.Log("distCoeffs " + distCoeffs.dump());
lookAtM = getLookAtMatrix(new Vector3(0, 0, 0), new Vector3(0, 0, 1), new Vector3(0, -1, 0));
Debug.Log("lookAt " + lookAtM.ToString());
invertZM = Matrix4x4.TRS(Vector3.zero, Quaternion.identity, new Vector3(1, 1, -1));
screenOrientation = Screen.orientation;
initDone = true;
break;
}
else
{
yield return(0);
}
}
}