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shibie
基于奇异值分解的人脸识别方法
梁毅雄 龚卫国 潘英俊 李伟红 刘嘉敏 张红梅
提出了一种将傅里叶变换和奇异值分解相结合的人脸自动识别方法.首先对人脸图像进行傅里叶变换,得到其具有位移不变特性的振幅谱表征.其次,从所有训练图像样本的振幅谱表征中给定标准脸并对其进行奇异值分解,求出标准特征矩阵,再将人脸的振幅谱表征投影到标准特征矩阵后得到的投影系数作为该人脸的模式特征.然后,对经典的最近邻分类器算法进行了改进,并采用模式特征之间的欧式距离作为相似性度量,从而完成对未知人脸的识别.采用ORL (Olivetti Research Laboratory)人脸库对本文提出的人脸识别方法进行验证,获得了100.00 的识别率.实验结果表明,本方法优于现有的基于奇异值分解的人脸识别方法,且对表情、姿态变换等具有一定的鲁棒性.
(Face recognition based on singular value decomposition method
Deliberate simultaneously Gong Weiguo Li Wei Hung Stephen Lau, Hong-Mei Zhang Ying-Jun Pan
Paper, a Fourier transform and singular value decomposition of the combination of automatic face recognition. First of all, the face image by Fourier transformation, it has the same characteristics of the displacement amplitude spectra. Secondly, all training The amplitude spectrum of the sample images given in standard face representation and its singular value decomposition, find the standard characteristic matrix, then the amplitude of spectral characterization of human faces projected onto the standard characteristic matrix of projection coefficients obtained as the face of the model features . Then, the classical nearest neighbor classifier is improved, and the use of Euclidean distance between pattern features as the similarity measure, thus completing the identification of unknown human faces. using ORL (Olivetti Research La)
- 2010-05-17 14:29:31下载
- 积分：1
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pnn1
PNN神经网络聚类法的MATLAB的源代码，自己编写的，很实用，希望对大家有所帮助。(PNN neural network clustering method for MATLAB source code, I have written, very practical, we want to help.)
- 2010-06-05 16:57:01下载
- 积分：1
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BackgroundWorker
程序控制编程实例25 如何实现BackgroundWorker异步调用(Programming examples of process control 25 how to achieve BackgroundWorker Asynchronous Call)
- 2007-11-13 21:19:12下载
- 积分：1
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FSK
Matlab script, FSK Modulation
- 2011-07-02 08:12:01下载
- 积分：1
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power_transfo3wdn
power_transfo3wdn.rar,功率电子领域matlab仿真文件，已经验证过，程序运行正常(power_transfo3wdn.rar,Power electronics field matlab simulation file, has already been verified, the normal operating procedures)
- 2013-08-26 22:11:07下载
- 积分：1
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pipeFlow
Navier-stokes flow in a pipe using CFD-based numerical code.
- 2014-11-19 15:25:54下载
- 积分：1
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PSS
making the power system stabilization
- 2012-09-21 01:41:45下载
- 积分：1
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ai_RayCh
Channel Raylay, help me code matlab
- 2009-05-06 10:06:05下载
- 积分：1
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plotSmithChart
plotsmithchart
Usage:where Zl is the Load Impedence (possibly complex)and Zo is the Characteristic Line Impedence Plots a smith chart, along with the reflection coefficient circle and the line of intersection with resistive component equal to 1
- 2012-08-16 06:52:09下载
- 积分：1
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Template Classes
Template Classes的用法(Template usage)
- 2005-02-25 21:31:42下载
- 积分：1
