16 citations · 74 across the 31 of their papers we have counts for
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cs.CV2014
-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 distortion metric on the data term, which is known to be robust for non-Gaussian noise contamination. The prop…
cs.LG2014★ 1 cited
A Split-and-Merge Dictionary Learning Algorithm for Sparse Representation
Subhadip Mukherjee, Chandra Sekhar Seelamantula
In big data image/video analytics, we encounter the problem of learning an overcomplete dictionary for sparse representation from a large training dataset, which can not be process…