如何用C加加写出一段在屏幕中找到相似图片的代码示例
时间: 2023-03-31 20:03:00 浏览: 101
以下是一段使用C++编写的示例代码,用于在屏幕中查找相似图片:
```c++
#include <iostream>
#include <opencv2/opencv.hpp>
using namespace std;
using namespace cv;
int main()
{
Mat img1 = imread("image1.jpg", IMREAD_GRAYSCALE);
Mat img2 = imread("image2.jpg", IMREAD_GRAYSCALE);
if (img1.empty() || img2.empty())
{
cout << "无法读取图像文件" << endl;
return -1;
}
Ptr<FeatureDetector> detector = ORB::create();
vector<KeyPoint> keypoints1, keypoints2;
detector->detect(img1, keypoints1);
detector->detect(img2, keypoints2);
Ptr<DescriptorExtractor> extractor = ORB::create();
Mat descriptors1, descriptors2;
extractor->compute(img1, keypoints1, descriptors1);
extractor->compute(img2, keypoints2, descriptors2);
Ptr<DescriptorMatcher> matcher = DescriptorMatcher::create("BruteForce-Hamming");
vector<DMatch> matches;
matcher->match(descriptors1, descriptors2, matches);
double max_dist = ;
double min_dist = 100;
for (int i = ; i < descriptors1.rows; i++)
{
double dist = matches[i].distance;
if (dist < min_dist) min_dist = dist;
if (dist > max_dist) max_dist = dist;
}
vector<DMatch> good_matches;
for (int i = ; i < descriptors1.rows; i++)
{
if (matches[i].distance <= max(2 * min_dist, .02))
{
good_matches.push_back(matches[i]);
}
}
Mat img_matches;
drawMatches(img1, keypoints1, img2, keypoints2, good_matches, img_matches, Scalar::all(-1),
Scalar::all(-1), vector<char>(), DrawMatchesFlags::NOT_DRAW_SINGLE_POINTS);
imshow("匹配结果", img_matches);
waitKey();
return ;
}
```
这段代码使用了OpenCV库中的ORB特征检测器和描述符提取器,以及暴力匹配器进行图像匹配。具体实现过程可以参考代码注释。
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