Description: K-SVD Sparse Coding and Dictionary Update is also divided into two steps, like MOD, Sparse Coding is not anything special, also fixed overcomplete dictionary D various iterative algorithms to find the signal on the dictionary sparse coefficient.
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File list (Check if you may need any files):
k_svd
.....\11.gif
.....\barbara.png
.....\boat.png
.....\demo1.m
.....\demo2.m
.....\demo3.m
.....\denoiseImageDCT.m
.....\denoiseImageGlobal.m
.....\denoiseImageKSVD.asv
.....\denoiseImageKSVD.m
.....\displayDictionaryElementsAsImage.asv
.....\displayDictionaryElementsAsImage.m
.....\gererateSyntheticDictionaryAndData.m
.....\globalTrainedDictionary.mat
.....\house.png
.....\KSVD.asv
.....\KSVD.m
.....\KSVD_Matlab_ToolBox.zip
.....\KSVD_NN.m
.....\lena.png
.....\MOD.m
.....\my_im2col.asv
.....\my_im2col.m
.....\NN_BP.m
.....\OMP.asv
.....\OMP.m
.....\OMPerr.m
.....\peppers256.png
.....\README.txt
.....\Untitled.asv
.....\Untitled.m
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