Hi
I have used the following code to detect face and eyes
I need now to detect eye blinks . How it can be done I need some hints or tutorials
Thanks
#include
#include
#include
#include
#include
#include
#include
#include
using namespace cv;
using namespace std;
int main()
{
CascadeClassifier face_cascade, eye_cascade;
if(!face_cascade.load("haarcascade_frontalface_alt2.xml")) {
printf("Error loading cascade file for face");
return 1;
}
if(!eye_cascade.load("haarcascade_eye.xml")) {
printf("Error loading cascade file for eye");
return 1;
}
VideoCapture capture(0); //-1, 0, 1 device id
if(!capture.isOpened())
{
printf("error to initialize camera");
return 1;
}
Mat cap_img,gray_img;
vector faces, eyes;
while(1)
{
capture >> cap_img;
waitKey(10);
cvtColor(cap_img, gray_img, CV_BGR2GRAY);
cv::equalizeHist(gray_img,gray_img);
face_cascade.detectMultiScale(gray_img, faces, 1.1, 10, CV_HAAR_SCALE_IMAGE | CV_HAAR_DO_CANNY_PRUNING, cvSize(0,0), cvSize(300,300));
for(int i=0; i < faces.size();i++)
{
Point pt1(faces[i].x+faces[i].width, faces[i].y+faces[i].height);
Point pt2(faces[i].x,faces[i].y);
Mat faceROI = gray_img(faces[i]);
eye_cascade.detectMultiScale(faceROI, eyes, 1.1, 2, 0 | CV_HAAR_SCALE_IMAGE, Size(30,30));
for(size_t j=0; j< eyes.size(); j++)
{
//Point center(faces[i].x+eyes[j].x+eyes[j].width*0.5, faces[i].y+eyes[j].y+eyes[j].height*0.5);
Point center( faces[i].x + eyes[j].x + eyes[j].width*0.5, faces[i].y + eyes[j].y + eyes[j].height*0.5 );
int radius = cvRound((eyes[j].width+eyes[j].height)*0.25);
circle(cap_img, center, radius, Scalar(255,0,0), 2, 8, 0);
}
rectangle(cap_img, pt1, pt2, cvScalar(0,255,0), 2, 8, 0);
}
imshow("Result", cap_img);
waitKey(3);
char c = waitKey(3);
if(c == 27)
break;
}
return 0;
}
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