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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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rayaperture
用matlab分析传统光学系统中加入三次相位掩模板之后所获得的光线像差(Analysis using matlab conventional optical system by adding three phase mask obtained after the aberration of light)
- 2013-08-28 16:55:43下载
- 积分:1
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matlab01_Basic
数学软件Matlab 学习资料(大学课件)(The Matlab software learning materials (courseware))
- 2013-03-14 02:41:19下载
- 积分:1
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11
说明: matlab科学计算继续上传,一共10个章节,由浅入深,几乎包括了绝大部分的科学计算方法以及仿真。本人把部分算法做了优化,更为完善(matlab scientific computing continue to upload, a total 10 chapters, easy-to-digest, almost, including most of the scientific method of calculation and simulation. I have done a part of algorithm optimization, a more perfect)
- 2008-12-25 16:32:52下载
- 积分:1
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ang_chen1
Computes the exceedence correlations discussed in Ang and Chen (2001)
- 2009-11-13 19:02:47下载
- 积分:1
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Untitled7
基于Matlab的FIR数字滤波器,利用MATLAB信号处理工具箱中提供的基于滤波器设计方法的工具函数,采用窗设计法,用switch选择窗的类型:1、矩形窗2、汉宁窗3、汉明窗4、布拉克曼窗。(Based on the Matlab FIR digital filters, use of Matlab signal processing of the kit provides design method based on filter tool function, the window design method, choose the type of window with switch: 1, rectangular window 2, han ning window 3, han Ming window 4, braque window).
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- 2011-12-27 13:33:20下载
- 积分:1
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zixiangguanjianyan
关于机器人反馈数据处理的自相关程序,对互相关联的数据处理(Feedback from the robot on the data processing procedures, the data processing of the interrelated)
- 2014-04-02 10:03:17下载
- 积分:1
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garch
A common garch model used in everywhere
- 2009-11-16 10:54:43下载
- 积分:1
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1945wandy
matlab code matlab code(matlab code)
- 2010-09-04 19:53:47下载
- 积分:1
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tsfuzzc
基于TS模型的模糊控制器的MATLAB实现(TS model based fuzzy controller MATLAB realize)
- 2008-03-09 00:12:35下载
- 积分:1