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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 |
ISSN | 1098-7576 |
ISBN | 0-7803-7898-9 |
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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