Title :
A method of biomimetic pattern recognition for face recognition
Author :
Zhi-hai, Wang ; Hua-yi, Mo ; Hua-xiang, Lu ; Shou-jue, Wang
Author_Institution :
Inst. of Semicond., Chinese Acad. of Sci., Beijing, China
Abstract :
A new method of face recognition, based on biomimetic pattern recognition and multi-weights neuron network, had been proposed. A model for face recognition that is based on biomimetic pattern recognition had been discussed, and a new method of facial feature extraction also had been introduced. The results of experiments with BPR and k-nearest neighbor rules showed that the method based on BPR can eliminate the error recognition of the samples of the types that not be trained, the correct rate is also enhanced.
Keywords :
biomimetics; face recognition; feature extraction; learning (artificial intelligence); neural nets; biomimetic pattern recognition; error recognition; face recognition; facial feature extraction; k-nearest neighbor rules; multiweights neuron network; sample training; Artificial neural networks; Biomimetics; Business process re-engineering; Content addressable storage; Error correction; Face recognition; Facial features; Neurons; Pattern recognition; Support vector machines;
Conference_Titel :
Neural Networks, 2003. Proceedings of the International Joint Conference on
Print_ISBN :
0-7803-7898-9
DOI :
10.1109/IJCNN.2003.1223753
