先放着
// opencv_character.cpp : 定义控制台应用程序的入口点。
//
#include "stdafx.h"
#include <iostream>
#include "opencv2/core/core.hpp"
#include "opencv2/features2d/features2d.hpp"
#include "opencv2/highgui/highgui.hpp"
#include <opencv2/legacy/legacy.hpp>
#include <opencv2/nonfree/features2d.hpp>
#include <opencv2/nonfree/nonfree.hpp>
#include <iostream>
#include <vector>
using namespace cv;
using namespace std;
int main()
{
cv::Mat image, image1 = cv::imread("./xxx1.png");
//灰度变换
cv::cvtColor(image1, image, CV_BGR2GRAY);
std::vector<cv::KeyPoint> keypoints;
cv::SurfFeatureDetector surf(2500);
surf.detect(image, keypoints);提取特征点
cv::drawKeypoints(image, keypoints, image, cv::Scalar::all(255), cv::DrawMatchesFlags::DRAW_RICH_KEYPOINTS);//画特征点
cv::namedWindow("surf");
cv::imshow("surf", image);
cv::waitKey(0);
return 0;
/*Mat img_1 = imread("./xxx.png");
Mat img_2 = imread("./xxx1.png");
if (!img_1.data || !img_2.data)
{
cout << "error reading images " << endl;
return -1;
}
ORB orb;
vector<KeyPoint> keyPoints_1, keyPoints_2;
Mat descriptors_1, descriptors_2;
orb(img_1, Mat(), keyPoints_1, descriptors_1);
orb(img_2, Mat(), keyPoints_2, descriptors_2);
BruteForceMatcher<L2<float>> matcher;
vector<DMatch> matches;
matcher.match(descriptors_1, descriptors_2, matches);
double max_dist = 0; double min_dist = 10;
//-- Quick calculation of max and min distances between keypoints
for (int i = 0; i < descriptors_1.rows; i++)
{
double dist = matches[i].distance;
if (dist < min_dist) min_dist = dist;
if (dist > max_dist) max_dist = dist;
}
printf("-- Max dist : %f \n", max_dist);
printf("-- Min dist : %f \n", min_dist);
//-- Draw only "good" matches (i.e. whose distance is less than 0.6*max_dist )
//-- PS.- radiusMatch can also be used here.
std::vector< DMatch > good_matches;
for (int i = 0; i < descriptors_1.rows; i++)
{
if (matches[i].distance < 0.6*max_dist)
{
good_matches.push_back(matches[i]);
}
}
Mat img_matches;
drawMatches(img_1, keyPoints_1, img_2, keyPoints_2,
good_matches, img_matches, Scalar::all(-1), Scalar::all(-1),
vector<char>(), DrawMatchesFlags::NOT_DRAW_SINGLE_POINTS);
imshow("Match", img_matches);
cvWaitKey();
return 0;*/
}