Online learning sensing matrix and sparsifying dictionary simultaneously for compressive sensing

Author:

Hong TaoORCID,Zhu ZhihuiORCID

Funder

ERC

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Signal Processing,Software,Control and Systems Engineering

Reference29 articles.

1. A Wavelet Tour of Signal Processing: The Sparse Way;Mallat,2008

2. Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing;Elad,2010

3. Dictionary learning;Tosic;IEEE Signal Process. Mag.,2011

4. Method of optimal direction for frame design;Engan,1999

5. K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation;Aharon;IEEE Trans. Signal Process.,2006

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