Suppose S is a smooth projective surface over an algebraically closed field k, L = {L 1 , . . . , Ln} is a full strong exceptional collection of line bundles on S. Let Q be the quiver associated to this collection. One might hope that S is the moduli space of representations of Q with dimension vector (1, . . . , 1) for a suitably chosen stability condition θ: S ∼ = M θ . In this paper, we show that this is the case for del Pezzo surfaces. Furthermore, we show the blow-up at a point can be recovered from an augmentation of exceptional collections (in the sense of L. Hille and M.Perling) via morphism between moduli of quiver representations.