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Learn an Sparse dictionary of 8 x 8 patches using an algorithm similar to K-SVD

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Sparse-dictionary-learning

Learn an Sparse dictionary of 8 x 8 patches using an algorithm similar to K-SVD

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You can change the following variables in the file 'Form1.cs' to ajust the process.

Example 1

 int N =4;
 int CoefsN =128;
 int KSVD_Depth =2;

Example 2

 int N =2;
 int CoefsN =3;
 int KSVD_Depth =3;

Example 3

 int N =8;
 int CoefsN =64;
 int KSVD_Depth =64;     

Example 4

 int N =8;
 int CoefsN =16;
 int KSVD_Depth =16;      

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Learn an Sparse dictionary of 8 x 8 patches using an algorithm similar to K-SVD

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