像素坐标转相机坐标c++代码
时间: 2023-06-14 12:07:40 浏览: 107
以下是将像素坐标转换为相机坐标的C++代码:
```cpp
cv::Mat cameraMatrix; // 相机内参矩阵
cv::Mat distortionCoefficients; // 相机畸变系数
double px = ...; // 像素坐标x
double py = ...; // 像素坐标y
// 将像素坐标转换为相机坐标
cv::Mat imagePoint = cv::Mat(3, 1, CV_64F);
imagePoint.at<double>(0) = px;
imagePoint.at<double>(1) = py;
imagePoint.at<double>(2) = 1.0;
cv::Mat rvec = cv::Mat::zeros(3, 1, CV_64F);
cv::Mat tvec = cv::Mat::zeros(3, 1, CV_64F);
cv::Mat cameraPoint = cv::Mat::zeros(3, 1, CV_64F);
cv::solvePnP(cv::Mat(objPoints), cv::Mat(imgPoints), cameraMatrix, distortionCoefficients, rvec, tvec);
cv::Mat R;
cv::Rodrigues(rvec, R);
cv::Mat R_inv = R.inv();
cameraPoint = R_inv * cameraMatrix.inv() * imagePoint;
// 输出相机坐标
std::cout << cameraPoint.at<double>(0) << ", " << cameraPoint.at<double>(1) << ", " << cameraPoint.at<double>(2) << std::endl;
```
其中,`cameraMatrix`和`distortionCoefficients`是相机的内参矩阵和畸变系数,`px`和`py`是像素坐标,`objPoints`和`imgPoints`是对应的物理三维坐标和像素二维坐标。这里使用了OpenCV的`solvePnP`函数来求解相机位姿,然后根据相机内参矩阵和畸变系数将像素坐标转换为相机坐标。
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