This video explains the process of registering images to subpixel accuracy using python.

The register_translation function uses cross-correlation in Fourier space,
and also by employing an upsampled matrix-multiplication DFT to achieve subpixel precision.

Code generated in the video can be downloaded from here:

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Sub-Pixel Image Registration in Python
5.90 GEEK