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

Volume

3

fYear

2003

fDate

20-24 July 2003

Firstpage

2216

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Neural Networks, 2003. Proceedings of the International Joint Conference on

ISSN

1098-7576

Print_ISBN

0-7803-7898-9

Type

conf

DOI

10.1109/IJCNN.2003.1223753

Filename

1223753