赵光兰, 周冬明, 赵东风, 聂仁灿. 脉冲耦合神经网络的人脸识别方法[J]. 云南大学学报(自然科学版), 2011, 33(2): 141-146 .
引用本文: 赵光兰, 周冬明, 赵东风, 聂仁灿. 脉冲耦合神经网络的人脸识别方法[J]. 云南大学学报(自然科学版), 2011, 33(2): 141-146 .
shu
ZHAO Guang-lan, ZHOU Dong-ming, ZHAO Dong-feng, NIE Ren-can. Face recognition based on pulse coupled neural network[J]. Journal of Yunnan University: Natural Sciences Edition, 2011, 33(2): 141-146 .
Citation: ZHAO Guang-lan, ZHOU Dong-ming, ZHAO Dong-feng, NIE Ren-can. Face recognition based on pulse coupled neural network[J]. Journal of Yunnan University: Natural Sciences Edition, 2011, 33(2): 141-146 .
shu

脉冲耦合神经网络的人脸识别方法

Face recognition based on pulse coupled neural network

    摘要
  • 摘要: 在脉冲耦合神经网络(PCNN,pulse coupled neural network)中,基于神经元脉冲震荡的时间序列概念,利用平均时间序列和平均欧氏距离的方法实现了人脸识别.实验仿真表明了该方法的有效性,对不同人脸和复杂表情的人脸均具有较好的识别效果.

     

    Abstract: In pulse coupled neural network(PCNN),the methods of average time series icon and average Euchi dean distance is applied to recognize face.It is based on the time series icon of neurons pulse oscilation.The simulation results show that this recognitiong methods is effective.And it has a good recognition effect for different face and complex expressions of face.

     

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