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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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fdtd1D
Taflove的FDTD书的附带程序一维FDTD算法源代码!(Taflove the FDTD program book with one-dimensional FDTD algorithm source code!)
- 2011-05-27 10:19:53下载
- 积分:1
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OFDM_simulator
在matlab中仿真OFDM的源代码:)(OFDM simulation in matlab source code:))
- 2007-08-10 16:18:42下载
- 积分:1
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tpasymmetrical
simulink model of an innovative asymmmetrical sinusoidal pulse width modulation technique. try to verify the performance. it is for study purpose..
- 2011-09-22 23:22:08下载
- 积分:1
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chilunguzhangfenxi
基于MATLAB的齿轮箱振动故障诊断的程序(Gearbox vibration fault diagnosis based on MATLAB program)
- 2021-04-07 22:49:01下载
- 积分:1
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CSWP
关于恒速风电机机组的matlab仿真,可以了解恒速风电机组的相关运行特性(modeling and simulation of Constant Speed Wind Power Unit This simulation gives an example of Modeling and simulation of Constant Speed Wind Power (CSWP) coupled with wind turbine. Latest researches and developments which have been published in imminent journals, you can get it if you are interested in it. Because of the advantages of the CSWP over other generators it is being used for most of the wind applications. Various researches have been done in modelling and simulation field of CSWP coupled with wind turbine. This simulation visualise the researches in the area of study of CSWP, its modelling, simulation and performance analysis of CSWP coupled with wind turbine. )
- 2013-11-15 11:29:30下载
- 积分:1
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Project2
Fading envelope simulator
- 2010-02-16 20:54:22下载
- 积分:1
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NIT
matlab函数包,其中含有各种功能性函数(the matlab function package, which contains various functions function)
- 2012-09-20 11:15:06下载
- 积分:1
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GasGaussian
一个高斯热液羽流模型,利用粒子随机行走方法编写的一个程序,简单实用(A Gaussian model of hydrothermal plume, using random walk particle method of preparation of a process, simple and practical)
- 2007-10-11 15:05:24下载
- 积分:1
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seg_oneseed
快速区域生长算法,已测试相当不错,欢迎感兴趣的达人们下载测试(Fast region growing algorithm has been tested pretty well, welcome to download the test of interest up to the people)
- 2010-10-12 21:56:02下载
- 积分:1