opencv怎么进行视觉标定,给我示例程序
时间: 2023-12-02 09:55:59 浏览: 78
Sure, I can help you with that! Here's an example program to perform camera calibration using OpenCV:
```
#include "opencv2/opencv.hpp"
using namespace cv;
using namespace std;
int main(int argc, char** argv)
{
// Load images for calibration
vector<vector<Point2f>> imagePoints;
vector<vector<Point3f>> objectPoints;
vector<String> images;
glob("path/to/images/*.jpg", images, false);
Size imageSize;
Mat cameraMatrix, distCoeffs;
int flags = 0;
// Generate object points (world coordinates)
vector<Point3f> obj;
for(int i = 0; i < 6; i++)
for(int j = 0; j < 8; j++)
obj.push_back(Point3f(j*1.0, i*1.0, 0));
// Process each image for calibration
for(size_t i = 0; i < images.size(); i++)
{
// Load image
Mat image = imread(images[i]);
// Find chessboard corners
vector<Point2f> corners;
imageSize = image.size();
bool found = findChessboardCorners(image, Size(8,6), corners,
CV_CALIB_CB_ADAPTIVE_THRESH | CV_CALIB_CB_NORMALIZE_IMAGE);
// If corners found, add image and corresponding object points
if(found)
{
Mat gray;
cvtColor(image, gray, COLOR_BGR2GRAY);
cornerSubPix(gray, corners, Size(11,11), Size(-1,-1),
TermCriteria(TermCriteria::EPS+TermCriteria::MAX_ITER, 30, 0.1));
imagePoints.push_back(corners);
objectPoints.push_back(obj);
}
}
// Calibrate camera
calibrateCamera(objectPoints, imagePoints, imageSize, cameraMatrix,
distCoeffs, noArray(), noArray(), flags);
// Print results
cout << "Camera Matrix: " << endl << cameraMatrix << endl;
cout << "Distortion Coefficients: " << endl << distCoeffs << endl;
return 0;
}
```
Note that you'll need to replace "path/to/images/*.jpg" with the appropriate path and file extension for your images.
Hope this helps! Let me know if you have any other questions that I can assist you with.
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