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基于KSVD算法的图像去噪算法

于 2021-03-05 发布文件大小:6111KB

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基于KSVD算法的图像去噪算法，稀疏表示，字典学习，OMP算法，基于DCT字典的图像去噪，demo可以直接运行。(Image denoising by KSVD algorithm，spare representation，dictionary learning，OMP algorithm，DCT dictionary)

文件列表：

KSVD_Matlab_ToolBox

...................\demo1.m,1907,2009-09-03
...................\demo2.m,3601,2015-12-21
...................\demo3.m,8504,2006-12-28
...................\denoiseImageDCT.m,5426,2007-01-24
...................\denoiseImageGlobal.m,6046,2006-12-12
...................\denoiseImageKSVD.m,9088,2016-01-23
...................\displayDictionaryElementsAsImage.m,3224,2007-01-25
...................\gererateSyntheticDictionaryAndData.m,1896,2006-12-11
...................\globalTrainedDictionary.mat,5749450,2005-09-21

...................\KSVD.m,12292,2009-09-03
...................\KSVD_NN.m,11585,2006-12-28

...................\MOD.m,8053,2006-12-12
...................\my_im2col.m,631,2006-12-11
...................\NN_BP.m,1105,2006-12-24
...................\OMP.m,954,2007-04-29
...................\OMPerr.m,1083,2006-12-11

...................\README.txt,4802,2006-12-28

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