a surprise paper in image comparison but ofcourse not in my direction of approach

Since a month at least , I am breaking my head over The problem of "finding a scale Invariant " for a family of scale parametric generated functions.
Today I saw the paper ASIFT_SIMS on affine Transformations over an image giving me a direction of guidance to steer it in to PDE way.