1. A computer implemented method of aligning scanned images, comprising: convolving a scanned image with a filter, the scanned image including at least a first pattern that the filter will convolve into a second pattern in a convolved image; identifying the second pattern in the convolved image; and aligning the scanned image according to a position of the second pattern in the convolved image.