This is a sample Matlab demo code to reproduce the SVR image denoising results

denoising_SVR_2\denoising_SVR
...............\.............\DenoiseGaussian.asv
...............\.............\DenoiseGaussian.m
...............\.............\DenoiseJPEG.m
...............\.............\README
...............\.............\SVRdenoisingToolbox
...............\.............\...................\barbara256.mat
...............\.............\...................\C_profile.mat
...............\.............\...................\DenoiseGaussian.asv
...............\.............\...................\DenoiseJPEG.asv
...............\.............\...................\Epsilon_profile_Gaussian.mat
...............\.............\...................\Epsilon_profile_JPEG_Q7.mat
...............\.............\...................\kernellap2Dsteerable.m
...............\.............\...................\psnr.m
...............\.............\...................\restoring_image_SVM.m
...............\.............\...................\svr.m
...............\.............\...................\SVRegression.m
denoising_SVR_2
...............\denoising_SVR\degraded_images
...............\.............\...............\barbara_IRIS_noise.mat
...............\.............\...............\barbara_JPEG2000_coarse_1_noise.mat
...............\.............\...............\barbara_JPEG2000_coarse_2_noise.mat
...............\.............\...............\barbara_VST_noise.mat
...............\.............\DenoiseIRIS.m
...............\.............\DenoiseJPEG2000_coarse_1.m
...............\.............\DenoiseJPEG2000_coarse_1.m~
...............\.............\DenoiseJPEG2000_coarse_2.m
...............\.............\DenoiseVST.m
...............\.............\epsilon_profiles
...............\.............\................\Epsilon_profile_IRIS.mat
...............\.............\................\Epsilon_profile_JPEG2000_coarse_1.mat
...............\.............\................\Epsilon_profile_JPEG2000_coarse_2.mat
...............\.............\................\Epsilon_profile_VST.mat

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