A method of Biomimetic Pattern Recognition for face recognition
Wang ZH; Mo HY; Lu HX; Wang SJ; Wang ZH Chinese Acad Sci Inst Semicond Lab Artificial Neural Networks Beijing 100083 Peoples R China.
2003
会议名称International Joint Conference on Neural Networks
会议录名称PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2003, VOLS 1-4
页码2216-2221
会议日期JUL 20-24, 2003
会议地点PORTLAND, OR
出版地345 E 47TH ST, NEW YORK, NY 10017 USA
出版者IEEE
ISSN1098-7576
ISBN0-7803-7898-9
部门归属chinese acad sci, inst semicond, lab artificial neural networks, beijing 100083, peoples r china
摘要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.
关键词Face Recognition Biomimetic Pattern Recognition Multi-weights Neuron Network Facial Feature Extraction
学科领域人工智能
主办者Int Neural Network Soc.; IEEE Neural Networks Soc.
收录类别CPCI-S
语种英语
文献类型会议论文
条目标识符http://ir.semi.ac.cn/handle/172111/13629
专题中国科学院半导体研究所(2009年前)
通讯作者Wang ZH Chinese Acad Sci Inst Semicond Lab Artificial Neural Networks Beijing 100083 Peoples R China.
推荐引用方式
GB/T 7714
Wang ZH,Mo HY,Lu HX,et al. A method of Biomimetic Pattern Recognition for face recognition[C]. 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE,2003:2216-2221.
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