353 citations · 3k across the 80 of their papers we have counts for
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cs.CV2011★ 32 cited
Redundant Wavelets on Graphs and High Dimensional Data Clouds
Idan Ram, Michael Elad, Israel Cohen
In this paper, we propose a new redundant wavelet transform applicable to scalar functions defined on high dimensional coordinates, weighted graphs and networks. The proposed trans…
math.NA2011★ 353 cited
The Cosparse Analysis Model and Algorithms
Sangnam Nam, Mike E. Davies, Michael Elad +1
After a decade of extensive study of the sparse representation synthesis model, we can safely say that this is a mature and stable field, with clear theoretical foundations, and ap…