Sparse Representation in Fourier and Local Bases Using ProSparse: A Probabilistic Analysis

Yue M. Lu, Jon Oñativia, Pier Luigi Dragotti

Finding the sparse representation of a signal in an overcomplete dictionary has attracted a lot of attention over the past years. This paper studies ProSparse, a new polynomial com…