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Author Topic: Characterize Model Accuracy in Real World Units?  (Read 1206 times)

matt07lx

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Characterize Model Accuracy in Real World Units?
« on: April 06, 2023, 07:35:06 PM »
Hi All - I was wondering if anyone can suggest the best method for characterizing a model's accuracy in terms of real units (e.g. meters)? Thinking through this problem, it seems to be that using a calibrated scale bar (with targets) might offer the best reading of overall model accuracy since the target centers can be located with high precision. GCPs set with a total station or GPS will likely have errors larger than a cm or more, so these can't be used to understand model accuracy below this level. I don't know how well the scale bar error characterizes the accuracy across the whole model though, since they will only be a small part of the overall model.

I've wondered if the reprojection RMS error (pixels) can somehow can be converted to real world units? If I were to take the average RMS reprojection pixel error and multiply it by the ground resolution, would that give an approximation of the average error in real units?

dpitman

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Re: Characterize Model Accuracy in Real World Units?
« Reply #1 on: April 08, 2023, 03:08:35 AM »
Hey Matt, I don't have an answer, but I question the practicality of trying to specifically dial in spacial error of less than a centimeter.  If something is that critical, point clouds are not there yet.  Use your total station.