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General / Re: Camera calibration for UAV
« on: April 08, 2019, 09:20:43 PM »
Is it possible to over optimize the camera calibration?
I flew a small test project with a Phantom 4 RTK with about 100 photos at 400 foot elevation. There are 6 high accuracy GCP's. My original plan was to use the GCP's only as check points, but residuals were a foot off. I decided to optimize the camera calibration and now the GCP's check within 0.01 foot, and camera coordinates show about 0.02 foot, which seem too good to be true.
Is there a danger that the camera calibration simply fit itself to the data?
I flew a small test project with a Phantom 4 RTK with about 100 photos at 400 foot elevation. There are 6 high accuracy GCP's. My original plan was to use the GCP's only as check points, but residuals were a foot off. I decided to optimize the camera calibration and now the GCP's check within 0.01 foot, and camera coordinates show about 0.02 foot, which seem too good to be true.
Is there a danger that the camera calibration simply fit itself to the data?