OOIR: Observatory of International Research

Papers

(The H4-Index of SIAM Journal on Imaging Sciences is 14. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Learning Maximally Monotone Operators for Image Recovery	52
Regularization by Denoising via Fixed-Point Projection (RED-PRO)	51
Bayesian Imaging Using Plug & Play Priors: When Langevin Meets Tweedie	42
Limited-Angle CT Reconstruction via the $L_1/L_2$ Minimization	42
Surface-Localized Transmission Eigenstates, Super-resolution Imaging, and Pseudo Surface Plasmon Modes	36
Group Sparse Optimization for Images Recovery Using Capped Folded Concave Functions	27
On Learned Operator Correction in Inverse Problems	27
Robust CUR Decomposition: Theory and Imaging Applications	22
A Characteristic Function-Based Algorithm for Geodesic Active Contours	20
Image Denoising: The Deep Learning Revolution and Beyond—A Survey Paper	20
Strong Solutions for PDE-Based Tomography by Unsupervised Learning	16
New Restricted Isometry Property Analysis for $\ell_1-\ell_2$ Minimization Methods	15
Solving Inverse Problems by Joint Posterior Maximization with Autoencoding Prior	14
Regularized Kaczmarz Algorithms for Tensor Recovery	14
Learning Consistent Discretizations of the Total Variation	14
Bayesian Imaging with Data-Driven Priors Encoded by Neural Networks	14
A Stochastic Proximal Alternating Minimization for Nonsmooth and Nonconvex Optimization	14