Image Features & Image Alignment / Registration Question

you could then apply a polar transform. then the rotation is just a correlation/convolution in one dimension.

https://docs.opencv.org/4.5.3/da/d54/group__imgproc__transform.html#ga49481ab24fdaa0ffa4d3e63d14c0d5e4