Control proximal gradient algorithm for image $$\ell _1$$ ℓ 1 regularization

Implementation of reduced gradient with bisection algorithms for non-convex optimization problem via stochastic perturbation

(2017) Abdelkrim El Mouatasim   NUMERICAL ALGORITHMS

A hybrid evolutionary algorithm for multiobjective sparse reconstruction

(2017) Bai Yan et al.   Signal Image and Video Processing

Visual object tracking with online sample selection via lasso regularization

(2017) Qiao Liu et al.   Signal Image and Video Processing

Local Linear Convergence of ISTA and FISTA on the LASSO Problem

(2016) Shaozhe Tao et al.   SIAM JOURNAL ON OPTIMIZATION

Energy efficient cosine similarity measures according to a convex cost function

(2016) Cem Emre Akbaş et al.   Signal Image and Video Processing

Using LASSO for formulating constraint of least-squares programming for solving one-norm equality constrained problem

(2016) Ya Li et al.   Signal Image and Video Processing

Control subgradient algorithm for image $$\ell _1$$ ℓ 1 regularization

(2015) Abdelkrim El Mouatasim et al.   Signal Image and Video Processing

Fast linearized alternating direction method of multipliers for the augmented $$\ell _1$$ ℓ 1 -regularized problem

(2014) Zhen-Zhen Yang et al.   Signal Image and Video Processing

An $$\ell _{1}$$ minimization algorithm for non-smooth regularization in image processing

(2013) Carlos Ramirez et al.   Signal Image and Video Processing

An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems

(2010) M V Afonso et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Sparse Reconstruction by Separable Approximation

(2009) S.J. Wright et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

(2009) Amir Beck et al.   SIAM Journal on Imaging Sciences

Bregman Iterative Algorithms for $\ell_1$-Minimization with Applications to Compressed Sensing

(2008) Wotao Yin et al.   SIAM Journal on Imaging Sciences