Yipeng Liu

activity

20102020

most citedAMP-Net: Denoising based Deep Unfolding for Compressive Image Sensing

309 citations · 493 across the 39 of their papers we have counts for

collaborators

Showing 2015Show all

2 papers · 1 filter

cs.IT2015★ 9 cited

Compressed Sensing of Multi-Channel EEG Signals: The Simultaneous Cosparsity and Low Rank Optimization

Yipeng Liu, Maarten De Vos, Sabine Van Huffel

Goal: This paper deals with the problems that some EEG signals have no good sparse representation and single channel processing is not computationally efficient in compressed sensi…

cs.IT2015

Efficient $ℓ_{q}$ Minimization Algorithms for Compressive Sensing Based on Proximity Operator

Fei Wen, Yuan Yang, Peilin Liu +2

This paper considers solving the unconstrained $ℓ_{q}$ -norm ( $0 \leq q < 1$ ) regularized least squares ( $ℓ_{q}$ -LS) problem for recovering sparse signals in compressive sensing. We…

Compressed Sensing of Multi-Channel EEG Signals: The Simultaneous Cosparsity and Low Rank Optimization

Efficient ℓq​ Minimization Algorithms for Compressive Sensing Based on Proximity Operator

Efficient $ℓ_{q}$ Minimization Algorithms for Compressive Sensing Based on Proximity Operator