10 citations · 17 across the 6 of their papers we have counts for
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eess.SP2017★ 2 cited
Optimized Structured Sparse Sensing Matrices for Compressive Sensing
Tao Hong, Xiao Li, Zhihui Zhu +1
We consider designing a robust structured sparse sensing matrix consisting of a sparse matrix with a few non-zero entries per row and a dense base matrix for capturing signals effi…
cs.LG2017
Online Learning Sensing Matrix and Sparsifying Dictionary Simultaneously for Compressive Sensing
Tao Hong, Zhihui Zhu
This paper considers the problem of simultaneously learning the Sensing Matrix and Sparsifying Dictionary (SMSD) on a large training dataset. To address the formulated joint learni…