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Description
System information (version)
- OpenCV => 3.4
- Operating System / Platform => all
- Compiler => all
Detailed description
Related to #19803@main
According to the [MVG], various least squares method explanations (like this) and the standard camera calibration code in OpenCV (here), the parameters uncertainty should be calculated with the "minus k" denominator correction:
where k is a number of non-fixed model parameters.
The incorrect calculation appears in two places in omnidir calibration:
cv::omnidir::internal::estimateUncertainties(): herecv::omnidir::internal::estimateUncertaintiesStereo(): here
MVG: R. Hartley, A. Zisserman, Multiple View Geometry in Computer Vision, 2004, section 5.1.3, page 134
Issue submission checklist
- I report the issue, it's not a question
- I checked the problem with documentation, FAQ, open issues,
forum.opencv.org, Stack Overflow, etc and have not found any solution - I updated to the latest OpenCV version and the issue is still there
- There is reproducer code and related data files: videos, images, onnx, etc