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<html><head> <meta HTTP-EQUIV="Content-Type" CONTENT="text/html;charset=ISO-8859-1"> <title>Contents.m</title><link rel="stylesheet" type="text/css" href="../../stpr.css"></head><body><h1 class="function"> Image denoising using kernel PCA. </h1><pre> <a href = "../../demos/image_denoising/make_noisy_data.html" target="mdsbody">make_noisy_data</a> - Adds Gaussian noise to USPS database. <a href = "../../demos/image_denoising/show_denois_tuning.html" target="mdsbody">show_denois_tuning</a> - Plots curves of tuning stage of Kernel PCA. <a href = "../../demos/image_denoising/show_denoising.html" target="mdsbody">show_denoising</a> - Image denosing of USPS hand-written numerals. <a href = "../../demos/image_denoising/train_kpca_denois.html" target="mdsbody">train_kpca_denois</a> - Training of kernel PCA model for image denoising. <a href = "../../demos/image_denoising/train_lin_denois.html" target="mdsbody">train_lin_denois</a> - Training of linear PCA model for image denoising. USPSModelGreedyKPCA.mat - Kernel PCA model of USPS numerals. USPSModelLinPCA.mat - Linear PCA model of USPS numerals. noisy_circle.mat - Toy data generated by 'gencircledata'. About: Statistical Pattern Recognition Toolbox (C) 1999-2004, Written by Vojtech Franc and Vaclav Hlavac <a href="http://www.cvut.cz">Czech Technical University Prague</a> <a href="http://www.feld.cvut.cz">Faculty of Electrical Engineering</a> <a href="http://cmp.felk.cvut.cz">Center for Machine Perception</a> Modifications: 10-jun-2004, VF</pre></body></html>⌨️ 快捷键说明
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