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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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LDPC_premier
我国数字电视地面国标和手机电视都采用了LDPC便解码方式。本文档包括Gallager的博士论文以及LDPC领域国内最佳教科书,是学习LDPC的最佳文献。(China Digital Television Terrestrial GB and mobile TV will use the LDPC decoding methods. This document, including Gallager)
- 2007-10-16 09:27:53下载
- 积分:1
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loc_im_display
显示一个黑白图像。去掉matlab的边框。(Display a balck & with image. Matlab default frame will not be dispaly)
- 2009-04-03 18:32:49下载
- 积分:1
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Towards-a-Distributed-Clustering-Scheme-based-on-
Towards a Distributed Clustering Scheme based on Spatiail Correlation in WSNs
- 2011-01-21 19:12:13下载
- 积分:1
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d
说明: 字符从文章的最顶端掉下来的特效显示效果
(Characters from the top of the article fall display of special effects)
- 2010-03-07 21:42:58下载
- 积分:1
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CACC
cacc matlab codes
- 2014-11-26 14:25:09下载
- 积分:1
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speech
Arabic Text To Speech system
- 2013-04-03 22:56:42下载
- 积分:1
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7-DOF-RIDE-MODEL-test2_acc
七自由度动力学模型的加速度分析,加速度响应信号(Acceleration analysis of the dynamic model of the seven degrees of freedom, and acceleration response signal)
- 2021-03-16 19:49:21下载
- 积分:1
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LS_esprit
总体最小二乘算法,esprit的改进版,总体最小二乘esprit算法 绝对可以运行(Total least squares algorithm, esprit improved version, total least squares algorithm can definitely run esprit)
- 2015-03-17 19:03:05下载
- 积分:1
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WPS
A Wide Coverage Positioning System (WPS) for Underwater Localization
- 2015-03-25 09:22:15下载
- 积分:1