(Current) Research interests:                                                              Home

 

Sparsity based signal processing and its applications

 

Image processing and classification applications of sparse signal processing.

Image reconstruction (MR, tomographic imaging etc.) applications of sparse signal processing.

Dictionary learning.

Analysis operator learning.

Sparse adaptive signal processing.

Compressed sensing.

 

Some example papers:

 

- BM3D-MRI

 

- TL-MRI

 

- sparse adaptive filters

 

- dictionary learning

 

- dictionary learning for classification

 

- sparsifying transform learning