OpenCV行人检测

Home / C++ MrLee 2017-2-14 6090

#include <opencv2/core/core.hpp>  
#include <opencv2/highgui/highgui.hpp>  
#include <opencv2/gpu/gpu.hpp>  
//#include <stdio.h>  
  
  
using namespace cv;  
  
int main(int argc, char** argv)  
{  
    Mat img;  
    vector<Rect> people;  
    img = imread("xingren.jpg",1);  
  
    //定义HOG对象,采用默认参数,或者按照下面的格式自己设置  
    HOGDescriptor defaultHog;  
        //(cv::Size(64, 128), cv::Size(16, 16), cv::Size(8, 8),   
                                //cv::Size(8, 8),9, 1, -1,   
                                //cv::HOGDescriptor::L2Hys, 0.2, true,   
                                //cv::HOGDescriptor::DEFAULT_NLEVELS);  
  
    //设置SVM分类器,用默认分类器  
    defaultHog.setSVMDetector(HOGDescriptor::getDefaultPeopleDetector());  
  
    //对图像进行多尺度行人检测,返回结果为矩形框  
    defaultHog.detectMultiScale(img, people,0,Size(8,8),Size(0,0),1.03,2);  
  
    //画长方形,框出行人  
    for (int i = 0; i < people.size(); i++)  
    {  
        Rect r = people[i];  
        rectangle(img, r.tl(), r.br(), Scalar(0, 0, 255), 3);  
    }  
  
    namedWindow("检测行人", CV_WINDOW_AUTOSIZE);  
    imshow("检测行人", img);  
    waitKey(0);  
  
    return 0;  
}  

效果图如下:

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