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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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fuzzy_pid
This control system has been successfully applied in some 750mm hot strip mill. The actual record curves indicate that the dynamic feedforward strategy can do well in controlling the tail temperature. And the FuzzyPI-Smith system can get better dynamic characteristic and effectively overcome the problems by pure lag with the traditional
- 2013-05-20 11:23:12下载
- 积分:1
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guolinglv
给出一段信号,能够计算这段信号的过零率,利用Matlab编程,方便使用(Give a signal, this signal to calculate the zero crossing rate, using Matlab programming, ease of use)
- 2010-09-10 18:40:41下载
- 积分:1
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MyFilter
本程序是用于信号滤波的实验程序。
主要功能是进行信号的保相滤波。
对计算滤波信号的幅值问题进行了修正( This procedure is experimental procedure for signal filtering. The main function is to carry the signal phase filter protection. Of the amplitude of the filtered signal computing problems were corrected)
- 2015-01-20 10:36:29下载
- 积分:1
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seryal_analizer_source
Serial Port RS-232 Communication Terminal Tool, with Hex byte-by-byte order sender and receiver.
- 2015-03-11 03:19:21下载
- 积分:1
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paiduilun
排队论轮询算法的matlab性能仿真,包括简单轮询算法和加权轮询算法,比较10个节点网络的生存时间,自己写的代码~(Queuing theory polling algorithm matlab performance simulation, including a simple algorithm and weighted round robin polling algorithm and compare 10 node network lifetime, write your own code ~)
- 2020-08-12 15:08:26下载
- 积分:1
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matlab实例 lms 算法
matlab实例lms 算法(Matlab example LMS algorithm)
- 2005-02-21 09:43:13下载
- 积分:1
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DFT_matlab
说明: DSP 的 matlab 仿真,主程序部分,已经通过编译。(DSP Matlab simulation, part of the main program, the compiler has passed.)
- 2005-12-16 23:42:37下载
- 积分:1
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A-fuzzy-algorithm----Matlab
在matalb中使用模糊控制器对机器人避障进行仿真(Robot Obstacle Avoidance Base on Application of Fuzzy Algorithm)
- 2021-04-19 11:08:51下载
- 积分:1
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Bayesian_Model_Comparison
In statistics, the use of Bayes factors is a Bayesian alternative to classical hypothesis testing.Bayesian model comparison is a method of model selection based on Bayes factors.
- 2011-11-09 11:42:59下载
- 积分:1