28 citations · 54 across the 8 of their papers we have counts for
9 papers
Signal and Image Reconstruction with Tight Frames via Unconstrained -Analysis Minimizations
Peng Li, Huanmin Ge, Pengbo Geng
In the paper, we introduce an unconstrained analysis model based on the minimization for the signal and image reconstruction. We develop some new…
The Dantzig selector: Recovery of Signal via Minimization
Huanmin Ge, Peng Li
In the paper, we proposed the Dantzig selector based on the ~ minimization for the signal recovery. In the Dantzig selector, the constraint $\|{\bf…
Inertial Proximal ADMM for Separable Multi-Block Convex Optimizations and Compressive Affine Phase Retrieval
Peng Li, Wengu Chen, Qiyu Sun
Separable multi-block convex optimization problem appears in many mathematical and engineering fields. In the first part of this paper, we propose an inertial proximal ADMM to solv…
Efficient and Robust Recovery of Signal and Image in Impulsive Noise via Minimization
Peng Li, Huanmin Ge, Wengu Chen
In this paper, we consider the efficient and robust reconstruction of signals and images via minimization in impulsive noise case. To achieve this…
CAPRL: Signal Recovery from Compressive Affine Phase Retrieval via Lifting
Wengu Chen, Peng Li, Qiyu Sun
In this paper, we consider compressive/sparse affine phase retrieval proposed in [B. Gao B, Q. Sun, Y. Wang and Z. Xu, Adv. in Appl. Math., 93(2018), 121-141]. By the lift techniqu…
Matrix Recovery from Rank-One Projection Measurements via Nonconvex Minimization
Peng Li, Wengu Chen
In this paper, we consider the matrix recovery from rank-one projection measurements proposed in [Cai and Zhang, Ann. Statist., 43(2015), 102-138], via nonconvex minimization. We e…
Signal Recovery under Mutual Incoherence Property and Oracle Inequalities
Peng Li, Wengu Chen
This paper considers signal recovery through an unconstrained minimization in the framework of mutual incoherence property. A sufficient condition is provided to guarantee the stab…
Signal Recovery under Cumulative Coherence
Peng Li, Wengu Chen
This paper considers signal recovery in the framework of cumulative coherence. First, we show that the Lasso estimator and the Dantzig selector exhibit similar behavior under the c…
Truncated Sparse Approximation Property and Truncated -Norm Minimization
Wengu Chen, Peng Li
This paper considers approximately sparse signal and low-rank matrix's recovery via truncated norm minimization and from noisy measureme…