A method of Biomimetic Pattern Recognition for face recognition


Autoria(s): Wang ZH; Mo HY; Lu HX; Wang SJ
Data(s)

2003

Resumo

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.

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.

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Int Neural Network Soc.; IEEE Neural Networks Soc.

Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China

Int Neural Network Soc.; IEEE Neural Networks Soc.

Identificador

http://ir.semi.ac.cn/handle/172111/13629

http://www.irgrid.ac.cn/handle/1471x/104996

Idioma(s)

英语

Publicador

IEEE

345 E 47TH ST, NEW YORK, NY 10017 USA

Fonte

Wang ZH; Mo HY; Lu HX; Wang SJ .A method of Biomimetic Pattern Recognition for face recognition .见:IEEE .PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2003, VOLS 1-4,345 E 47TH ST, NEW YORK, NY 10017 USA ,2003,2216-2221

Palavras-Chave #人工智能 #face recognition biomimetic pattern recognition #multi-weights neuron network #facial feature extraction
Tipo

会议论文