Online face recognition algorithm based on fuzzy ART

After the modification of the fuzzy ART neural network operations. An algorithm based on fuzzy ART neural network which can deal with online-learning and recognition of the known and unknown faces at the same time is designed and realized. The simulation experiment results show an online maximum recognition rate is 86.3% and offline recognition rates are nearly 100% when the proper network parameters are selected. 400 images of 40 persons in the publicly available AT&T face database^[1] are used for simulation experiment.