OpenCV图像匹配算法之freak

    //freak.cpp  
    #include "stdafx.h"  
    #include <cv.hpp>  
    #include <highgui.h>  
    #include "utils.h"  
    #include <iostream>  
    using namespace std;  
      
    void freak(char* path1, char* path2, INFO& info, bool show)  
    {  
        double t1,t2;  
        t1=cvGetTickCount();  
      
        initModule_nonfree();  
      
        Mat img1, img2;  
        img1=imread(path1,0);  
        img2=imread(path2,0);  
        if(img1.data==NULL)  
        {  
            cout<<"The image can not been loaded: "<<path1<<endl;  
            system("pause");  
            exit(-1);  
        }  
        if(img2.data==NULL)  
        {  
            cout<<"The image can not been loaded: "<<path2<<endl;  
            system("pause");  
            exit(-1);  
        }  
      
        vector<KeyPoint> kpts1_freak, kpts2_freak;  
        Mat desc1_freak, desc2_freak;  
        Ptr<cv::DescriptorMatcher> matcher_l1 = DescriptorMatcher::create("BruteForce-Hamming");      //二进制汉明距离匹配  
        vector<vector<DMatch> > dmatches_freak;  
        vector<Point2f> matches_freak, inliers_freak;  
          
          
        SurfFeatureDetector dfreak(200,4);  
          
        dfreak.detect(img1,kpts1_freak);  
        dfreak.detect(img2,kpts2_freak);  
        info.n1 = kpts1_freak.size();  
        info.n2 = kpts2_freak.size();  
          
        FREAK freak;  
        freak.compute(img1,kpts1_freak,desc1_freak);  
        freak.compute(img2,kpts2_freak,desc2_freak);  
        matcher_l1->knnMatch(desc1_freak,desc2_freak,dmatches_freak,2);  
        matches2points_nndr(kpts1_freak,kpts2_freak,dmatches_freak,matches_freak,DRATIO);  
        info.m=matches_freak.size()/2;  
        compute_inliers_ransac(matches_freak,inliers_freak,MIN_H_ERROR,false);  
        info.rm=inliers_freak.size()/2;  
      
        t2=cvGetTickCount();  
        info.t=(t2-t1)/1000000.0/cvGetTickFrequency();  
      
        Mat img1_rgb_freak = imread(path1,1);  
        Mat img2_rgb_freak = imread(path2,1);  
        Mat img_com_freak = Mat(Size(img1.cols*2,img1.rows),CV_8UC3);  
      
        if(show == true)  
        {  
            draw_inliers(img1_rgb_freak,img2_rgb_freak,img_com_freak,inliers_freak,2);  
            imshow("freak",img_com_freak);  
            waitKey(0);  
        }  
      
        return;  
    }  

使用

    INFO freak_info;  
    freak(path1,path2,freak_info,true);  
    showInfo(freak_info);  

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