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6下载:
统计模式识别工具箱(Statistical Pattern Recognition Toolbox)包含:
1,Analysis of linear discriminant function
2,Feature extraction: Linear Discriminant Analysis
3,Probability distribution estimation and clustering
4,Support Vector and other Kernel Machines,
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这是一个关于Fisher线性判别分析的Matlab的m文件,给出了在高斯核下的程序源码。-This is a Fisher linear discriminant analysis on the Matlab m-file, given the procedures in the lower-Gaussian source.Kernel Local Fisher Discriminant Analysis for Supervised Dimensionality Reduction.
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使用Fisher线性鉴别分析(FLDA)方法在ORL人脸数据库上进行人脸识别试验。ORL标准人脸库共包含40人,每人10幅共400幅BMP图像。-The use of Fisher linear discriminant analysis (FLDA) at Ways on ORL face database for face recognition test. Standard ORL face database contains a total of 40 people, 10 per pe
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手写体识别中,对于阿拉伯数字的识别。常用的模式分类方法都可以应用。这个小程序使用的方法是线性判别分析-Handwriting recognition, for identification of Arabic numerals. Commonly used pattern classification methods can be applied. This small program uses the method is linear discriminant analysis
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Implementation to linear, quadratic and logistic discriminant analysis, for examples
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它是SourceForge上的一个开源项目,使用Malib实现实时处理,CSU Face Identification Evaluation System进行人脸识别。算法包括:主成份分析(principle components analysis (PCA)),a.k.a eigenfaces算法,混合主成份分析,线性判别分析(PCA+LDA),图像差分分类器(IIDC),弹性图像匹配算法(EBGM)等等
Malic is realtime face recognition system
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The attached File contains MatLAB Implementation of Linear Discriminant Analysis
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Linear Discriminant Analysis LDA
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线性判别分析(LDA,全称Fisher Linear Discriminant Analysis)算法的C#实现源码,根据stprtool box for matlab中的LDA.m编写。用到MathNet库做相关的矩阵运算,使用zedgraph控制绘图。有简单的测试数据。- C# source code of linear discriminant analysis (LDA, full name of the Fisher Linear Discriminant Analysis) algo
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Matlab code for describing linear discriminant analysis
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This code performs weigthed linear discriminant analysis. Weights are applied to observations.
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Paper on non linear discriminant analysis.
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Incremental Linear Discriminant Analysis
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some algorithm of linear dicriminant analysis
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Linear discriminant analysis (LDA) and the related Fisher s linear discriminant are methods used in statistics, pattern recognition and machine learning to find a linear combination of features which characterizes or separates two or more classes of
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线性判别分析的人脸识别系统代码 实现二维人脸的识别-Linear discriminant analysis for face recognition system code
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Rotational Linear Discriminant Analysis Using Bayes Rule for Dimensionality Reduction
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Fisher 线性判别分析算法matlab实现及感知器算法实现-Fisher linear discrimination analysis,perceptron
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本函数的功能是通过使用fisher线性判别方法求取数据的fisher直径,最佳分类数和最小分类损失函数。-Features of this function is to strike a diameter of data by using fisher fisher linear discriminant analysis method, the optimal number of categories and minimum loss function classification.
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将高维的模式样本投影到最佳鉴别矢量空间,以达到抽取分类信息和压缩特征空间维数的效果,投影后保证模式样本在新的子空间有最大的类间距离和最小的类内距离,即模式在该空间中有最佳的可分离性,与PCA区别:LDA考虑分类标签,属于有监督分类。-Linear discriminant analysis (LDA) is a generalization of Fisher s linear discriminant, a method used in statistics, pattern recognit
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