| 基于PCNN的人脸图像分割算法研究 |
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| 引用本文： | 倪福银,张旸.基于PCNN的人脸图像分割算法研究[J].江苏技术师范学院学报,2011,17(4):10-14,20. |
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| 作者姓名： | 倪福银 张旸 |
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| 作者单位： | 江苏技术师范学院电气信息工程学院,江苏常州,213001 |
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| 基金项目： | 江苏技术师范学院青年科研基金，江苏省大学生实践创新基金 |
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| 摘 要： | 研究了基于PCNN的人脸图像分割算法。利用简化型PCNN对人脸图像进行分割,根据人脸图像的灰度特征和空间信息的相关性,得到了人脸图像的神经元点火序列,该点火序列就是图像分割的结果。通过MATLAB仿真实现了该算法,表明该算法具有一定的工程价值。
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| 关 键 词： | 脉冲耦合神经网络 图像分割 人脸图像 |
Study of Face Image Segmentation Algorithm Based on PCNN |
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| NI Fu-yin,ZHANG Yang.Study of Face Image Segmentation Algorithm Based on PCNN[J].Journal of Jiangsu Teachers University of Technology,2011,17(4):10-14,20. |
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| Authors: | NI Fu-yin ZHANG Yang |
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| Institution: | Yang(School of Electrical and Information Engineering,Jiangsu Teachers University of Technology,Changzhou 213001,China) |
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| Abstract: | Because PCNN has biological visual realistic basis,it is very suitable for image segmentation especially.This thesis mainly studies the facial image segmentation algorithm based on the model of PCNN.Simplified PCNN is used in the face image segmentation;it utilizes the gray feature of image and relativity of spatial information,and gets the neuron ignition sequence of image which becomes the result of image segmentation.The algorithm is emulated by MATLAB and the results shows that the algorithm has the engineering value. |
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| Keywords: | pulse coupled neural network(PCNN) image segmentation facial image |
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