2
我正在开发opencv眼睛检测项目，并且通过haar级联的帮助，我已经成功检测到两只眼睛的矩形区域。现在我想从两只眼睛中检测眼球，问题是我没有眼球跟踪的哈尔级联。请帮助我，如果你有任何人有这个XML并提出其他解决方案。 这里是我的眼检测haar cascade for opencv中的眼球android
private Mat get_template(CascadeClassifier clasificator, Rect area,int size)
{
Mat eye = new Mat();
Mat template = new Mat();
Mat mROI = mGray.submat(area);
MatOfRect eyes = new MatOfRect();
Point iris = new Point();
Rect eye_template = new Rect();
clasificator.detectMultiScale(mROI, eyes, 1.15, 2, Objdetect.CASCADE_FIND_BIGGEST_OBJECT|Objdetect.CASCADE_SCALE_IMAGE, new Size(30,30), new Size());
Rect[] eyesArray = eyes.toArray();
for (int i = 0; i < eyesArray.length; i++)
{
Rect e = eyesArray[i];
e.x = area.x + e.x;
e.y = area.y + e.y;
Core.rectangle(mROI, e.tl(), e.br(), new Scalar(25, 50, 0, 255));
Rect eye_only_rectangle = new Rect((int)e.tl().x, (int)(e.tl().y + e.height*0.4), (int)e.width, (int)(e.height*0.6));
//reduce ROI
mROI = mGray.submat(eye_only_rectangle);
Mat vyrez = mRgba.submat(eye_only_rectangle);
Core.MinMaxLocResult mmG = Core.minMaxLoc(mROI);
//Draw pink circle on eyeball
int radius = vyrez.height()/2;
// Core.circle(vyrez, mmG.minLoc, 2, new Scalar(0, 255, 0, 1), radius);
//Core.circle(vyrez, mmG.minLoc,2, new Scalar(255, 0, 255),1);
iris.x = mmG.minLoc.x + eye_only_rectangle.x;
iris.y = mmG.minLoc.y + eye_only_rectangle.y;
eye_template = new Rect((int)iris.x-size/2,(int)iris.y-size/2 ,size,size);
//draw red rectangle around eyeball
//Core.rectangle(mRgba,eye_template.tl(),eye_template.br(),new Scalar(255, 0, 0, 255), 2);
eye = (mRgba.submat(eye_only_rectangle));
template = (mGray.submat(eye_template)).clone();
//return template;
Mat eyeball_HSV = new Mat();
Mat dest = new Mat();
//Mat eye = new Mat();
//eye = mRgba.submat(eye_only_rectangle);
List<Mat> hsv_channel = new ArrayList<Mat>();
//convert image to HSV
Imgproc.cvtColor(eye, eyeball_HSV, Imgproc.COLOR_RGB2HSV, 0);
// get HSV channel
//hsv_channel[0] is hue
//hsv_channel[1] is saturation
//hsv_channel[2] is visibility
Core.split(eyeball_HSV, hsv_channel);
try
{
hsv_channel.get(0).setTo(new Scalar(145));
Log.v(TAG, "Got the Channel!");
}
catch(Exception ex)
{
ex.printStackTrace();
Log.v(TAG, "Didn't get any channel");
}
Core.merge(hsv_channel, eyeball_HSV);
Imgproc.cvtColor(eyeball_HSV, dest, Imgproc.COLOR_HSV2RGB);
Imgproc.cvtColor(dest, eye, Imgproc.COLOR_RGB2RGBA);
}
return eye;
}`enter code here`