145 citations · 303 across the 28 of their papers we have counts for
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cs.IT2013★ 14 cited
Analysis Based Blind Compressive Sensing
Julian Wörmann, Simon Hawe, Martin Kleinsteuber
In this work we address the problem of blindly reconstructing compressively sensed signals by exploiting the co-sparse analysis model. In the analysis model it is assumed that a si…
cs.IT2011
Uniqueness Analysis of Non-Unitary Matrix Joint Diagonalization
Martin Kleinsteuber, Hao Shen
Matrix Joint Diagonalization (MJD) is a powerful approach for solving the Blind Source Separation (BSS) problem. It relies on the construction of matrices which are diagonalized by…
cs.IT2011★ 25 cited
Blind Source Separation with Compressively Sensed Linear Mixtures
Martin Kleinsteuber, Hao Shen
This work studies the problem of simultaneously separating and reconstructing signals from compressively sensed linear mixtures. We assume that all source signals share a common sp…