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| 一种新的嗅觉神经模型及其在人脸识别中的应用 | |
| 引用本文： | 李光,Yusely G. Ruiz,张锦. 一种新的嗅觉神经模型及其在人脸识别中的应用[J]. 江南大学学报(自然科学版), 2008, 7(4) |
| 作者姓名： | 李光 Yusely G. Ruiz 张锦 |
| 作者单位： | 1. 浙江大学,生物医学工程与仪器科学学院,浙江,杭州,310027;Center for Studies on Electronics and Information Technologies,Central University of Las Villas,Santa Clara 54830,Cuba 2. 浙江大学,工业控制技术国家重点实验室,浙江,杭州,310027 3. 浙江大学,生物医学工程与仪器科学学院,浙江,杭州,310027;湖南大学,软件学院,湖南,长沙,410082 |
| 基金项目： | 国家重点基础研究发展计划(973计划)，国家自然科学基金 |
| 摘 要： | 提出了一种新的嗅觉神经模型.该模型由嗅球层和嗅觉皮层构成,不同层间由前向和后向反馈构成,具有分布式延时输入,分别用二阶和一阶微分方程描述嗅球层和嗅皮层中神经元.基于ORL数据库,模型被用于人脸识别以分析其模式识别能力.实验结果表明,相比于其他算法,提出的模型具有较好的性能. |
| 关 键 词： | 嗅觉神经网络 嗅球 嗅皮层 人脸识别 |
Novel Olfactory Neural Model and Its Application to Face Recognition |
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| Eduardo G. Moreira,LI Guang,Yusely G. Ruiz,ZHANG Jin. Novel Olfactory Neural Model and Its Application to Face Recognition[J]. Journal of Southern Yangtze University:Natural Science Edition, 2008, 7(4) | |
| Authors: | Eduardo G. Moreira LI Guang Yusely G. Ruiz ZHANG Jin |
| Abstract: | A new olfactory neural model is proposed.The model has distributed delay input and is composed of two layers: olfactory bulb layer and olfactory cortex layer.There are forward and backward feedback between two layers.Neurons in olfactory bulb layer and olfactory cortex layer are described by second-order and nonlinear first-order differential equations separately.Based on ORL database,the model is used to face recognition to analyze its pattern recognition capability.The experimental results show that the proposed model has good performance compared with other algorithms. |
| Keywords: | olfactory neural network olfactory bulb olfactory cortex face recognition |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |