Subhadip Mukherjee

most citedA Split-and-Merge Dictionary Learning Algorithm for Sparse Representation

1 citations · 3 across the 6 of their papers we have counts for

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cs.CV2014

$ℓ_{1}$ -K-SVD: A Robust Dictionary Learning Algorithm With Simultaneous Update

Subhadip Mukherjee, Rupam Basu, Chandra Sekhar Seelamantula

We develop a dictionary learning algorithm by minimizing the $ℓ_{1}$ distortion metric on the data term, which is known to be robust for non-Gaussian noise contamination. The prop…

ℓ1​-K-SVD: A Robust Dictionary Learning Algorithm With Simultaneous Update

$ℓ_{1}$ -K-SVD: A Robust Dictionary Learning Algorithm With Simultaneous Update