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这是一个MATLAB工具箱包括32个降维程序,主要包括 pca,lda,MDS等十几个程序包,对于图像处理非常具有参考价值- ,This Matlab toolbox implements 32 techniques for dimensionality reduction. These techniques are all available through the COMPUTE_MAPPING function or trhough the GUI. The following techniques are available: - Principal Component Analysis ( PCA ) - Linear Discriminant Analysis ( LDA ) - Multidimensional scaling ( MDS ) - Probabilistic PCA ( ProbPCA ) - Factor analysis ( FactorAnalysis ) - Sammon mapping ( Sammon ) - Isomap ( Isomap ) - Landmark Isomap ( LandmarkIsomap ) - Locally Linear Embedding ( LLE ) - Laplacian Eigenmaps ( Laplacian ) - Hessian LLE ( HessianLLE ) - Local Tangent Space Alignment ( LTSA ) - Diffusion maps ( DiffusionMaps ) - Kernel PCA ( KernelPCA ) - Generalized Discriminant Analysis ( KernelLDA )
Update : 2025-02-17 Size : 1.06mb Publisher : yang

DL : 0
基于核的主分量分析方法的提出者亲自写的程序(基于MATLAB-a MATLAB m-file of Kernel PCA
Update : 2025-02-17 Size : 1kb Publisher : Steven

KernalPCA. used for visualization
Update : 2025-02-17 Size : 1kb Publisher : tstrong

DL : 0
kernel PCA MATLAB code
Update : 2025-02-17 Size : 2kb Publisher : plugo

DL : 0
一个关于核pca的程序源代码,可用于人脸识别,里面包含orl32和yale32数据文件。-A nuclear pca program source code, can be used for face recognition, which contains orl32, and yale32 data file.
Update : 2025-02-17 Size : 543kb Publisher : 刘佳

核主成分分析子函数sample,可用于故障检测中-KPCA sample
Update : 2025-02-17 Size : 1kb Publisher : vicky

DL : 0
KPCA可以用作数据压缩与提取。是一个很好的函数,可直接调用-KPCACan be used for data compression and extraction. Is a good function, can be called directly
Update : 2025-02-17 Size : 1kb Publisher : 魏琳

在信号处理技术中,使用PCA非线性降维。(Non-linear dimension reduction using kernel PCA.)
Update : 2025-02-17 Size : 6.72mb Publisher : SONAH~
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