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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
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FM_DCSK
FM_DCSK的matlab源程序,相互学习使用(FM_DCSK matlab source, learn from each other using)
- 2011-08-31 16:53:41下载
- 积分:1
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Advanced-optical-simulation
高等光学仿真中的程序代码,介绍了光纤的本征模以及激光原理,并以Matlab为基础仿真。(Advanced optical simulation program code, introduced the optical fiber the eigenvalue of the mode and laser principle, and based on Matlab simulation.)
- 2011-10-31 14:37:54下载
- 积分:1
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WaveletsProject
code matlab pour ondelettes
- 2010-11-12 23:19:14下载
- 积分:1
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FCN
Communication system with networks
- 2014-01-01 23:32:27下载
- 积分:1
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helperCIFAR10Data
说明: 创建一个CIFAR10DATA需要用到的一个matlab基础函数,可能系统版本中没有需要自行编写。(CREAT a CIFAR10DATA set,it may not excise in u matlab,need edit by youself.)
- 2020-11-20 11:09:37下载
- 积分:1
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WVD
利用维格纳方法实现对数字信号进行时频分析处理的功能(Wigner method implementation using digital signal processing functions time-frequency analysis)
- 2010-06-08 21:26:08下载
- 积分:1
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Learning-to-Program-with-MATLAB_-Building-GUI-Too
Learning to Program with MATLAB_ Building GUI Tools - Craig S. Lent
- 2013-07-24 22:01:26下载
- 积分:1
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Call-JAVA-MATLAB-graphical
Call JAVA MATLAB graphical user interface to create professional with source本文介绍了在制作MATLAB图形用户界面时JAVA控件的使用方法。通过一个简单了例子,演示了如何向Figure中添加JAVA控件、如何控制控件的属性,以及如何为控件编写响应函数。(" Call JAVA MATLAB graphical user interface to create professional with source)
- 2013-03-27 23:15:12下载
- 积分:1
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VC_SVPWM.mdl
Vector control _ SVPWM
- 2015-02-22 10:51:55下载
- 积分:1