Comparison of the true ratios of potential derivatives (red lines) at a fold with the probability density distributions of the ratios of potential derivatives determined by our approach using the quadrupole moment as observable instead of the transformation matrix. The first row of the last two columns uses image A and the bottom row uses image B for the reconstruction of the third-order potential derivatives.