Today, it is increasingly frequent and easy to digitize the surface of real 3D objects. However, the obtained meshes are often inaccurate and noisy. In this paper, we present a method to segment a digitized 3D surface from a real object by analyzing its curvature. Experimental results – applied on real digitized 3D meshes – show the efficiency of our proposed analysis, particularly in a reverse engineering process.