Comparison of Neural Network and Adaptive Network Based on Fuzzy Inference System on Surface Reconstruction
Na Lin · Microelectronics & Computer · 2008
The both of algorithms:neural network(ANN)and adaptive network based on fuzzy inference system(ANFIS)that are applied to 3D surface reconstruction are analyzed respectively,and the superiority or inferiority of them on reconstruction and shape recovery for 3D surface are compared via some real examples,it is shown that based on the same network training time,the convergence rate and modeling precision of ANFIS are better than ANN,and ANFIS is more fit for the reconstruction and shape recovery of 3D object with complex surface.