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I guess you are using feature points to get the transformation? So, you could inverse your transformation, and re-project features from the second image into the first one. Compute the distance, therefore, you get an error of reporjection (ie a kind of evaluation for the transformation you've made.) You could look at the calibration samples which provide such reprojection for calibration evaluation.