In this paper, we consider the control system Σ defined by the rolling of a stricly convex surface S on a plane without slipping or spinning. It is well known that Σ is completely controllable. The purpose of this paper is to present the numerical implementation of a constructive planning algorithm for Σ, which is based on a continuation method. The performances of that algorithm, both in robustness and convergence speed, are illustrated through two examples rolling of a flattened ball and an egg on the plane. ©2009 IEEE.