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Date: 2024-10-28 14:11:18
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There are a few factors at play here.

Calib.io has the Calibrator program, which lets you investigate whether such parameter correlations exist, and lets you obtain a best fit linear camera model, estimating an "effective focal length" comparable to what you achieve experimentally. Further, Calibrator lets you analyse whether the remaining rpe is due to un-modelled lens behaviour (bad), or only due to unbiased image noise (harmless).

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Posted by: Jakob