Help,I don't know how to use the haarcascade_smile.xml
I don't know how to use the haarcascade_smile.xml,please show me some examples,Thank you
I don't know how to use the haarcascade_smile.xml,please show me some examples,Thank you
OpenCV face-eyes-smile recon from here.
I didn't check it, but you could create a ROI with the lower half region (adjust to have good results) of the face if you have a lot of false positive.
#include "opencv2/objdetect/objdetect.hpp"
#include "opencv2/highgui/highgui.hpp"
#include "opencv2/imgproc/imgproc.hpp"
#include <iostream>
#include <stdio.h>
using namespace std;
using namespace cv;
/** Function Headers */
void detectAndDisplay( Mat frame );
/** Global variables */
String face_cascade_name = "haarcascades\\haarcascade_frontalface_alt.xml";
String eyes_cascade_name = "haarcascades\\haarcascade_eye_tree_eyeglasses.xml";
String smile_cascade_name = "haarcascades\\haarcascade_smile.xml";
CascadeClassifier face_cascade;
CascadeClassifier eyes_cascade;
CascadeClassifier smileCascade;
string window_name = "Capture - Face detection";
RNG rng(12345);
/** @function main */
int main( int argc, const char** argv )
{
CvCapture* capture;
Mat frame;
//-- 1. Load the cascades
if( !face_cascade.load( face_cascade_name ) ){ printf("--(!)Error loading\n"); return -1; };
if( !eyes_cascade.load( eyes_cascade_name ) ){ printf("--(!)Error loading\n"); return -1; };
if( !smileCascade.load( smile_cascade_name ) ){ printf("--(!)Error loading\n"); return -1; };
//-- 2. Read the video stream
capture = cvCaptureFromCAM( -1 );
if( capture )
{
while( true )
{
frame = cvQueryFrame( capture );
//-- 3. Apply the classifier to the frame
if( !frame.empty() )
{ detectAndDisplay( frame ); }
else
{ printf(" --(!) No captured frame -- Break!"); break; }
int c = waitKey(10);
if( (char)c == 'c' ) { break; }
}
}
return 0;
}
/** @function detectAndDisplay */
void detectAndDisplay( Mat frame )
{
std::vector<Rect> faces;
Mat frame_gray;
cvtColor( frame, frame_gray, CV_BGR2GRAY );
equalizeHist( frame_gray, frame_gray );
//-- Detect faces
face_cascade.detectMultiScale( frame_gray, faces, 1.1, 2, 0|CV_HAAR_SCALE_IMAGE, Size(30, 30) );
for( int i = 0; i < faces.size(); i++ )
{
Point center( faces[i].x + faces[i].width*0.5, faces[i].y + faces[i].height*0.5 );
ellipse( frame, center, Size( faces[i].width*0.5, faces[i].height*0.5), 0, 0, 360, Scalar( 255, 0, 255 ), 4, 8, 0 );
Mat faceROI = frame_gray( faces[i] );
std::vector<Rect> eyes;
//-- In each face, detect eyes
eyes_cascade.detectMultiScale( faceROI, eyes, 1.1, 2, 0 |CV_HAAR_SCALE_IMAGE, Size(30, 30) );
for( int 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 );
int radius = cvRound( (eyes[j].width + eyes[j].height)*0.25 );
circle( frame, center, radius, Scalar( 255, 0, 0 ), 4, 8, 0 );
}
//--In each face, detect smile
std::vector<Rect> smile;
smileCascade.detectMultiScale(faceROI, smile, 1.1, 2, 0|CV_HAAR_SCALE_IMAGE, Size(30,30));
for( int k=0; k<smile.size(); k++)
{
Point center(faces[i].x + smile[k].x + smile[k].width*0.5, faces[i].y + smile[k].y + smile[k].height*0.5);
ellipse(frame,center,Size(smile[k].width*0.5, smile[k].height*0.5), 0, 0, 360, Scalar(0,255,255), 4, 8, 0);
}
}
//-- Show what you got
imshow( window_name, frame );
}
Asked: 2013-07-11 03:06:34 -0600
Seen: 4,635 times
Last updated: Jul 11 '13