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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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shellmodel
这里的东西主要是SHELL的精馏塔的模型,欢迎大家下载使用。(The main thing here is the distillation column model SHELL, welcome to download.)
- 2011-10-20 12:29:16下载
- 积分:1
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informationTheoryToolboxv1.0
信息理论用的工具包,算法已经很全了matlab编写的(Information theory with the toolkit, the algorithm is already very wide, prepared by the matlab)
- 2007-12-18 14:03:41下载
- 积分:1
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基于差分进化算法的pid参数优化 CF
基于差分进化算法的pid参数优化,包括性能指标(PID parameter optimization based on differential evolution algorithm, including performance indicators)
- 2018-11-29 22:45:20下载
- 积分:1
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PowerFlowLzk
电力系统配电网络计算潮流的程序,可以使用的。(Power flow calculation in electric power system)
- 2012-05-13 23:50:19下载
- 积分:1
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Fig.6
Stud. Appl. Math. 118, 153-197 (2007)关于solitons的一篇文章,figure6的编程,主要是运用牛顿迭代法进行数值模拟的。(Stud. Appl. Math. 118, 153-197 (2007) on the solitons in an article, figure6 programming, primarily using Newton' s iterative method of numerical simulation.)
- 2010-03-11 10:21:31下载
- 积分:1
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nibianqi
说明: 逆变器模型。使用在PMSM中的三相交流逆变器(Inverter model. PMSM used in the three-phase AC inverter)
- 2011-03-16 14:29:00下载
- 积分:1
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single_Z_source
single_Z_source是单相Z源逆变器的仿真,里面包括SPWM控制策略。(single_Z_source is single-phase Z-source inverter simulation, which includes SPWM control strategy.)
- 2011-06-23 19:33:02下载
- 积分:1
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libsvm-3.18
利用台湾大学教授所开发的支持向量机工具箱做预测和分类算法(prediction using svm)
- 2014-10-17 00:02:10下载
- 积分:1
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Bench
constraint nonlinear optimization
- 2014-11-12 21:58:59下载
- 积分:1