opencv实现从一段视频中检测并框出人脸

时间:2024-04-06 15:44:51

opencv实现从一段视频中检测并框出人脸
使用Win10 VS2013+opencv2.4.9,配置网上有。
附上源码,记录学习过程。
#include “stdafx.h”
#include<opencv2/objdetect/objdetect.hpp>
#include<opencv2/highgui/highgui.hpp>
#include<opencv2/imgproc/imgproc.hpp>
using namespace cv;
//人脸检测的类
CascadeClassifier faceCascade;
int main()
{ faceCascade.load(“E:\opencv\opencv\sources\data\haarcascades\haarcascade_frontalface_alt2.xml”);
//加载分类器,注意文件路径
VideoCapture cap;
//cap.open(0); //打开摄像头
cap.open(“E:\vedio.mp4”); //打开视频
Mat img, imgGray;
vector faces;
int c = 0;
if (!cap.isOpened())
{
return 1;
}
while (c != 27)
{
cap >> img; //读取帧
if (img.channels() == 3)
{
cvtColor(img, imgGray, CV_RGB2GRAY); //变成灰色图像
}
else
{
imgGray = img;
}
faceCascade.detectMultiScale(imgGray, faces, 1.2, 6, 0, Size(0, 0)); //检测人脸
if (faces.size()>0)
{
for (int i = 0; i<faces.size(); i++)
{
rectangle(img, Point(faces[i].x, faces[i].y), Point(faces[i].x + faces[i].width, faces[i].y + faces[i].height), Scalar(0, 255, 0), 1, 8); //框出人脸位置
}
}
imshow(“Camera”, img); //一帧一帧图片进行播放
c = waitKey(1); //延迟时间
}
return 0;
}

附上成果:
识别的opencv实现从一段视频中检测并框出人脸