Learn an Sparse dictionary of 8 x 8 patches using an algorithm similar to K-SVD
Learn an Sparse dictionary of 8 x 8 patches using an algorithm similar to K-SVD
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;
It does not work in some cases.
For example N = 2 goes into NaN values.
int N = 2;
int CoefsN =4;
int KSVD_Depth =4;
Big over complete dictionairies are far from optimal.
The algorithm is in this case unstable.
int N = 4;
int CoefsN =128;
int KSVD_Depth =4;
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