Motivated by applications to image reconstruction, in this paper we analyse a finite-difference discretisation of the Ambrosio-Tortorelli functional. Denoted by ε the ellipticapproximation parameter and by δ the discretisation step-size, we fully describe the relative impact of ε and δ in terms of Γ-limits for the corresponding discrete functionals, in the three possible scaling regimes. We show, in particular, that when ε and δ are of the same order, the underlying lattice structure affects the Γ-limit which turns out to be an anisotropic freediscontinuity functional.