utils.cpp与utils.h
//orb.cpp
#include "stdafx.h"
#include <cv.hpp>
#include <highgui.h>
#include "utils.h"
#include <iostream>
using namespace std;
void orb(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);
}
Ptr<OrbFeatureDetector> orb_detector;
Ptr<DescriptorExtractor> orb_descriptor;
vector<KeyPoint> kpts1_orb, kpts2_orb;
Mat desc1_orb, desc2_orb;
Ptr<cv::DescriptorMatcher> matcher_l1 = DescriptorMatcher::create("BruteForce-Hamming"); //二进制汉明距离匹配
vector<Point2f> matches_orb, inliers_orb;
vector<vector<DMatch> > dmatches_orb;
orb_detector = new cv::OrbFeatureDetector(ORB_MAX_KPTS,ORB_SCALE_FACTOR,ORB_PYRAMID_LEVELS,
ORB_EDGE_THRESHOLD,ORB_FIRST_PYRAMID_LEVEL,ORB_WTA_K,ORB_PATCH_SIZE);
orb_descriptor = new cv::OrbDescriptorExtractor();
orb_detector->detect(img1,kpts1_orb);
orb_detector->detect(img2,kpts2_orb);
info.n1 = kpts1_orb.size();
info.n2 = kpts2_orb.size();
orb_descriptor->compute(img1,kpts1_orb,desc1_orb);
orb_descriptor->compute(img2,kpts2_orb,desc2_orb);
matcher_l1->knnMatch(desc1_orb,desc2_orb,dmatches_orb,2);
matches2points_nndr(kpts1_orb,kpts2_orb,dmatches_orb,matches_orb,DRATIO);
info.m=matches_orb.size()/2;
compute_inliers_ransac(matches_orb,inliers_orb,MIN_H_ERROR,false);
info.rm=inliers_orb.size()/2;
t2=cvGetTickCount();
info.t=(t2-t1)/1000000.0/cvGetTickFrequency();
Mat img1_rgb_orb = imread(path1,1);
Mat img2_rgb_orb = imread(path2,1);
Mat img_com_orb = Mat(Size(img1.cols*2,img1.rows),CV_8UC3);
if(show == true)
{
draw_inliers(img1_rgb_orb,img2_rgb_orb,img_com_orb,inliers_orb,2);
imshow("orb",img_com_orb);
waitKey(0);
}
return;
}
使用
INFO orb_info;
orb(path1,path2,orb_info,false);
showInfo(orb_info);