One method which combines the triangulation and the function fitting based on 3D point cloud depth information is proposed. The extraction model of surface damage features in high speed sliding electric contact components is built. The 3D feature data in the damaged area are divided into triangulation and the surface damage volume and mass of the components are calculated. The experimental results show that the accuracy in computation of the proposed algorithm can reach 97.3%.