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Face Recognition Based on Neuro-Fuzzy System


Nina Taheri Makhsoos, Reza Ebrahimpour, Alireza Hajiany


Vol. 9  No. 4  pp. 319-326


This paper investigates the benefits of combining neural networks and fuzzy logic into neuro-fuzzy system, especially for application in face recognition task. The former is the result of combining fuzzy logic and mixture of experts, ME, by multi-layer perceptron networks. In the description of ME, some proposals to improve the performance of model are also described. An analysis comparing the model enhancements proposed in this paper with the corresponding original ME model in face recognition is also presented. Experimental result confirms the importance of combining these two technologies (neural networks and fuzzy logic) in face recognition.


Fuzzy logic, Neuro-fuzzy system, Mixture of Experts