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//brisk.cpp #include "stdafx.h" #include <cv.hpp> #include <highgui.h> #include "utils.h" #include <iostream> using namespace std; void brisk(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); } BRISK dbrisk(BRISK_HTHRES,BRISK_NOCTAVES); vector<KeyPoint> kpts1_brisk, kpts2_brisk; Mat desc1_brisk, desc2_brisk; Ptr<cv::DescriptorMatcher> matcher_l1 = DescriptorMatcher::create("BruteForce-Hamming"); //二进制汉明距离匹配 vector<vector<DMatch> > dmatches_brisk; vector<Point2f> matches_brisk, inliers_brisk; dbrisk(img1,noArray(),kpts1_brisk,desc1_brisk,false); dbrisk(img2,noArray(),kpts2_brisk,desc2_brisk,false); info.n1=kpts1_brisk.size(); info.n2=kpts2_brisk.size(); matcher_l1->knnMatch(desc1_brisk,desc2_brisk,dmatches_brisk,2); matches2points_nndr(kpts1_brisk,kpts2_brisk,dmatches_brisk,matches_brisk,DRATIO); info.m=matches_brisk.size()/2; compute_inliers_ransac(matches_brisk,inliers_brisk,MIN_H_ERROR,false); info.rm=inliers_brisk.size()/2; t2=cvGetTickCount(); info.t=(t2-t1)/1000000.0/cvGetTickFrequency(); Mat img1_rgb_brisk = imread(path1,1); Mat img2_rgb_brisk = imread(path2,1); Mat img_com_brisk = Mat(Size(img1.cols*2,img1.rows),CV_8UC3); if(show == true) { draw_inliers(img1_rgb_brisk,img2_rgb_brisk,img_com_brisk,inliers_brisk,2); imshow("brisk",img_com_brisk); waitKey(0); } return; }
使用
INFO brisk_info; brisk(path1,path2,brisk_info,false); showInfo(brisk_info);