using UnityEngine;
using UnityEngine.EventSystems;
using UnityEngine.SceneManagement;
using System.Collections;
using System.Collections.Generic;
using OpenCVForUnity.CoreModule;
using OpenCVForUnity.ImgprocModule;
using OpenCVForUnity.VideoModule;
using OpenCVForUnity.UnityUtils;
using OpenCVForUnity.UnityUtils.Helper;
namespace OpenCVForUnityExample
{
///
/// CamShift Example
/// An example of object tracking using the Video.Camshift function.
/// Referring to http://www.computervisiononline.com/blog/tutorial-using-camshift-track-objects-video.
/// http://docs.opencv.org/3.2.0/db/df8/tutorial_py_meanshift.html
///
[RequireComponent (typeof(WebCamTextureToMatHelper))]
public class CamShiftExample : MonoBehaviour
{
///
/// The texture.
///
Texture2D texture;
///
/// The roi point list.
///
List roiPointList;
///
/// The roi rect.
///
OpenCVForUnity.CoreModule.Rect roiRect;
///
/// The hsv mat.
///
Mat hsvMat;
///
/// The roi hist mat.
///
Mat roiHistMat;
///
/// The termination.
///
TermCriteria termination;
///
/// The webcam texture to mat helper.
///
WebCamTextureToMatHelper webCamTextureToMatHelper;
///
/// The stored touch point.
///
Point storedTouchPoint;
///
/// The flag for requesting the start of the CamShift Method.
///
bool shouldStartCamShift = false;
///
/// The FPS monitor.
///
FpsMonitor fpsMonitor;
// Use this for initialization
void Start ()
{
fpsMonitor = GetComponent ();
roiPointList = new List ();
termination = new TermCriteria (TermCriteria.EPS | TermCriteria.COUNT, 10, 1);
webCamTextureToMatHelper = gameObject.GetComponent ();
#if UNITY_ANDROID && !UNITY_EDITOR
// Avoids the front camera low light issue that occurs in only some Android devices (e.g. Google Pixel, Pixel2).
webCamTextureToMatHelper.avoidAndroidFrontCameraLowLightIssue = true;
#endif
webCamTextureToMatHelper.Initialize ();
}
///
/// Raises the webcam texture to mat helper initialized event.
///
public void OnWebCamTextureToMatHelperInitialized ()
{
Debug.Log ("OnWebCamTextureToMatHelperInitialized");
Mat webCamTextureMat = webCamTextureToMatHelper.GetMat ();
texture = new Texture2D (webCamTextureMat.cols (), webCamTextureMat.rows (), TextureFormat.RGBA32, false);
gameObject.GetComponent ().material.mainTexture = texture;
gameObject.transform.localScale = new Vector3 (webCamTextureMat.cols (), webCamTextureMat.rows (), 1);
Debug.Log ("Screen.width " + Screen.width + " Screen.height " + Screen.height + " Screen.orientation " + Screen.orientation);
if (fpsMonitor != null) {
fpsMonitor.Add ("width", webCamTextureMat.width ().ToString ());
fpsMonitor.Add ("height", webCamTextureMat.height ().ToString ());
fpsMonitor.Add ("orientation", Screen.orientation.ToString ());
}
if (fpsMonitor != null) {
fpsMonitor.consoleText = "Please touch the 4 points surrounding the tracking object.";
}
float width = webCamTextureMat.width ();
float height = webCamTextureMat.height ();
float widthScale = (float)Screen.width / width;
float heightScale = (float)Screen.height / height;
if (widthScale < heightScale) {
Camera.main.orthographicSize = (width * (float)Screen.height / (float)Screen.width) / 2;
} else {
Camera.main.orthographicSize = height / 2;
}
hsvMat = new Mat (webCamTextureMat.rows (), webCamTextureMat.cols (), CvType.CV_8UC3);
}
///
/// Raises the webcam texture to mat helper disposed event.
///
public void OnWebCamTextureToMatHelperDisposed ()
{
Debug.Log ("OnWebCamTextureToMatHelperDisposed");
hsvMat.Dispose ();
if (roiHistMat != null)
roiHistMat.Dispose ();
roiPointList.Clear ();
if (texture != null) {
Texture2D.Destroy (texture);
texture = null;
}
}
///
/// Raises the webcam texture to mat helper error occurred event.
///
/// Error code.
public void OnWebCamTextureToMatHelperErrorOccurred (WebCamTextureToMatHelper.ErrorCode errorCode)
{
Debug.Log ("OnWebCamTextureToMatHelperErrorOccurred " + errorCode);
}
// Update is called once per frame
void Update ()
{
#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 (webCamTextureToMatHelper.IsPlaying () && webCamTextureToMatHelper.DidUpdateThisFrame ()) {
Mat rgbaMat = webCamTextureToMatHelper.GetMat ();
Imgproc.cvtColor (rgbaMat, hsvMat, Imgproc.COLOR_RGBA2RGB);
Imgproc.cvtColor (hsvMat, hsvMat, Imgproc.COLOR_RGB2HSV);
if (storedTouchPoint != null) {
ConvertScreenPointToTexturePoint (storedTouchPoint, storedTouchPoint, gameObject, rgbaMat.cols (), rgbaMat.rows ());
OnTouch (rgbaMat, storedTouchPoint);
storedTouchPoint = null;
}
Point[] points = roiPointList.ToArray ();
if (shouldStartCamShift) {
shouldStartCamShift = false;
using (MatOfPoint roiPointMat = new MatOfPoint (points)) {
roiRect = Imgproc.boundingRect (roiPointMat);
}
if (roiHistMat != null) {
roiHistMat.Dispose ();
roiHistMat = null;
}
roiHistMat = new Mat ();
using (Mat roiHSVMat = new Mat (hsvMat, roiRect))
using (Mat maskMat = new Mat ()) {
Imgproc.calcHist (new List (new Mat[]{ roiHSVMat }), new MatOfInt (0), maskMat, roiHistMat, new MatOfInt (16), new MatOfFloat (0, 180));
Core.normalize (roiHistMat, roiHistMat, 0, 255, Core.NORM_MINMAX);
//Debug.Log ("roiHist " + roiHistMat.ToString ());
}
} else if (points.Length == 4) {
using (Mat backProj = new Mat ()) {
Imgproc.calcBackProject (new List (new Mat[]{ hsvMat }), new MatOfInt (0), roiHistMat, backProj, new MatOfFloat (0, 180), 1.0);
RotatedRect r = Video.CamShift (backProj, roiRect, termination);
r.points (points);
}
}
if (points.Length < 4) {
for (int i = 0; i < points.Length; i++) {
Imgproc.circle (rgbaMat, points [i], 6, new Scalar (0, 0, 255, 255), 2);
}
} else {
for (int i = 0; i < 4; i++) {
Imgproc.line (rgbaMat, points [i], points [(i + 1) % 4], new Scalar (255, 0, 0, 255), 2);
}
Imgproc.rectangle (rgbaMat, roiRect.tl (), roiRect.br (), new Scalar (0, 255, 0, 255), 2);
}
// Imgproc.putText (rgbaMat, "W:" + rgbaMat.width () + " H:" + rgbaMat.height () + " SO:" + Screen.orientation, new Point (5, rgbaMat.rows () - 10), Imgproc.FONT_HERSHEY_SIMPLEX, 1.0, new Scalar (255, 255, 255, 255), 2, Imgproc.LINE_AA, false);
Utils.fastMatToTexture2D (rgbaMat, texture);
}
}
private void OnTouch (Mat img, Point touchPoint)
{
if (roiPointList.Count == 4) {
roiPointList.Clear ();
}
if (roiPointList.Count < 4) {
roiPointList.Add (touchPoint);
if (!(new OpenCVForUnity.CoreModule.Rect (0, 0, img.width (), img.height ()).contains (roiPointList [roiPointList.Count - 1]))) {
roiPointList.RemoveAt (roiPointList.Count - 1);
}
if (roiPointList.Count == 4) {
shouldStartCamShift = true;
}
}
}
///
/// Converts the screen point to texture point.
///
/// Screen point.
/// Dst point.
/// Texture quad.
/// Texture width.
/// Texture height.
/// Camera.
private void ConvertScreenPointToTexturePoint (Point screenPoint, Point dstPoint, GameObject textureQuad, int textureWidth = -1, int textureHeight = -1, Camera camera = null)
{
if (textureWidth < 0 || textureHeight < 0) {
Renderer r = textureQuad.GetComponent ();
if (r != null && r.material != null && r.material.mainTexture != null) {
textureWidth = r.material.mainTexture.width;
textureHeight = r.material.mainTexture.height;
} else {
textureWidth = (int)textureQuad.transform.localScale.x;
textureHeight = (int)textureQuad.transform.localScale.y;
}
}
if (camera == null)
camera = Camera.main;
Vector3 quadPosition = textureQuad.transform.localPosition;
Vector3 quadScale = textureQuad.transform.localScale;
Vector2 tl = camera.WorldToScreenPoint (new Vector3 (quadPosition.x - quadScale.x / 2, quadPosition.y + quadScale.y / 2, quadPosition.z));
Vector2 tr = camera.WorldToScreenPoint (new Vector3 (quadPosition.x + quadScale.x / 2, quadPosition.y + quadScale.y / 2, quadPosition.z));
Vector2 br = camera.WorldToScreenPoint (new Vector3 (quadPosition.x + quadScale.x / 2, quadPosition.y - quadScale.y / 2, quadPosition.z));
Vector2 bl = camera.WorldToScreenPoint (new Vector3 (quadPosition.x - quadScale.x / 2, quadPosition.y - quadScale.y / 2, quadPosition.z));
using (Mat srcRectMat = new Mat (4, 1, CvType.CV_32FC2))
using (Mat dstRectMat = new Mat (4, 1, CvType.CV_32FC2)) {
srcRectMat.put (0, 0, tl.x, tl.y, tr.x, tr.y, br.x, br.y, bl.x, bl.y);
dstRectMat.put (0, 0, 0, 0, quadScale.x, 0, quadScale.x, quadScale.y, 0, quadScale.y);
using (Mat perspectiveTransform = Imgproc.getPerspectiveTransform (srcRectMat, dstRectMat))
using (MatOfPoint2f srcPointMat = new MatOfPoint2f (screenPoint))
using (MatOfPoint2f dstPointMat = new MatOfPoint2f ()) {
Core.perspectiveTransform (srcPointMat, dstPointMat, perspectiveTransform);
dstPoint.x = dstPointMat.get (0, 0) [0] * textureWidth / quadScale.x;
dstPoint.y = dstPointMat.get (0, 0) [1] * textureHeight / quadScale.y;
}
}
}
///
/// Raises the destroy event.
///
void OnDestroy ()
{
webCamTextureToMatHelper.Dispose ();
}
///
/// Raises the back button click event.
///
public void OnBackButtonClick ()
{
SceneManager.LoadScene ("OpenCVForUnityExample");
}
///
/// Raises the play button click event.
///
public void OnPlayButtonClick ()
{
webCamTextureToMatHelper.Play ();
}
///
/// Raises the pause button click event.
///
public void OnPauseButtonClick ()
{
webCamTextureToMatHelper.Pause ();
}
///
/// Raises the stop button click event.
///
public void OnStopButtonClick ()
{
webCamTextureToMatHelper.Stop ();
}
///
/// Raises the change camera button click event.
///
public void OnChangeCameraButtonClick ()
{
webCamTextureToMatHelper.requestedIsFrontFacing = !webCamTextureToMatHelper.IsFrontFacing ();
}
}
}