 In contrast to the Hessian-Laplacian detector by Mikolajczyk and Schmid, SURF also uses the determinant of the Hessian for selecting the scale, as is also done by Lindeberg.Given a point p=(x, y) in an image I, the Hessian matrix H(p, σ) at point p and scale σ, is