  We study the Veech group of an origami, i.e. of a translation surface,
tessellated by parallelograms. We show that it is isomorphic to the image of a
certain subgroup of Aut(F_2) in SL_2(Z) = Out^+(F_2). Based on this we present
an algorithm that determines the Veech group.
