Normalized Cross Correlation with rotated images

Is there any easy way to do a normalized cross-correlation on 2D images that are rotated? Ideally I'm looking for something like normxcorr2().

This will be performed about a thousand image pairs, in an automated fashion. So setting control points isn't an option.

Thanks!

Answer 1

[Sean de Wolski]

Why don't you do it in the Fourier domain which can handle rotations/scaling/translations all at once!

[Stephen]

Any chance you know of a "canned" solution that does cross correlations in the Fourier domain? In my limited Matlab experience, I've found that every time I code something I later stumble upon a superior canned solution.

Answer 2

[Sean de Wolski]

http://www.mathworks.com/matlabcentral/fileexchange/19086

Haven't used it but it claims to be able to.