OpenCV图像匹配算法之surf

标签：opencv图像匹配算法   opencv surf   

utils.h与utils.cpp

//surf.cpp
#include "stdafx.h"
#include <cv.hpp>
#include <highgui.h>
#include "utils.h"
#include <iostream>
using namespace std;

void surf(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);
	}

	int minHessian=200;
	SurfFeatureDetector surf_detector(minHessian) ;
	SurfDescriptorExtractor surf_descriptor ;  
	vector<KeyPoint> kpts1_surf, kpts2_surf;
	Mat desc1_surf, desc2_surf;
	Ptr<cv::DescriptorMatcher> matcher_l2 = DescriptorMatcher::create("BruteForce");			//欧氏距离匹配
	vector<vector<DMatch> > dmatches_surf;
 	vector<Point2f> matches_surf, inliers_surf;
	
	surf_detector.detect(img1,kpts1_surf);
	surf_detector.detect(img2,kpts2_surf);
	info.n1 = kpts1_surf.size();
	info.n2 = kpts2_surf.size();

    surf_descriptor.compute(img1,kpts1_surf,desc1_surf);
    surf_descriptor.compute(img2,kpts2_surf,desc2_surf);
	matcher_l2->knnMatch(desc1_surf,desc2_surf,dmatches_surf,2);
    matches2points_nndr(kpts1_surf,kpts2_surf,dmatches_surf,matches_surf,DRATIO);
	info.m=matches_surf.size()/2;
    compute_inliers_ransac(matches_surf,inliers_surf,MIN_H_ERROR,false);
	info.rm=inliers_surf.size()/2;

    t2=cvGetTickCount();
	info.t=(t2-t1)/1000000.0/cvGetTickFrequency();

    Mat img1_rgb_surf = imread(path1,1);
	Mat img2_rgb_surf = imread(path2,1);
	Mat img_com_surf = Mat(Size(img1.cols*2,img1.rows),CV_8UC3);

	if(show == true)
	{
		draw_inliers(img1_rgb_surf,img2_rgb_surf,img_com_surf,inliers_surf,2);
		imshow("surf",img_com_surf);
		waitKey(0);
	}

	return;
}

INFO surf_info;
surf(path1,path2,surf_info,false);
showInfo(surf_info);

OpenCV图像匹配算法之surf

标签：opencv图像匹配算法   opencv surf   

原文地址：http://blog.csdn.net/cjc211322/article/details/42551377