OOIR: Observatory of International Research

Papers

(The TQCC of SIAM Journal on Imaging Sciences is 3. 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 2021-02-01 to 2025-02-01.)

Article	Citations
Short Communication: Weak Sparse Superresolution is Well-Conditioned	42
Subaperture-Based Digital Aberration Correction for Optical Coherence Tomography: A Novel Mathematical Approach	20
Provably Convergent Plug-and-Play Quasi-Newton Methods	14
Diffeomorphic Registration Using Sinkhorn Divergences	14
Weighted Spectral Filters for Kernel Interpolation on Spheres: Estimates of Prediction Accuracy for Noisy Data	13
A Novel Mesh Denoising Method Based on Relaxed Second-Order Total Generalized Variation	12
A Scale-Invariant Relaxation in Low-Rank Tensor Recovery with an Application to Tensor Completion	11
The \(\boldsymbol{{p}_0}\)-Laplace “Signature” for Quasilinear Inverse Problems	11
Matrix Balancing Based Interior Point Methods for Point Set Matching Problems	11
Identification of Sparsely Representable Diffusion Parameters in Elliptic Problems	10
Inclusion and Estimates for the Jumps of Minimizers in Variational Denoising	9
Bilevel Imaging Learning Problems as Mathematical Programs with Complementarity Constraints: Reformulation and Theory	9
An Inexact Majorized Proximal Alternating Direction Method of Multipliers for Diffusion Tensors	9
A Variational Model for Nonuniform Low-Light Image Enhancement	9
Removing the Mask—Reconstructing a Real-Valued Field on the Sphere from a Masked Field by Spherical Fourier Analysis	8
Background Removal for Ptychography via Wigner Distribution Deconvolution	7
Robust Tensor CUR Decompositions: Rapid Low-Tucker-Rank Tensor Recovery with Sparse Corruptions	7
A Splitting Scheme for Flip-Free Distortion Energies	7
A Spatial Color Compensation Model Using Saturation-Value Total Variation	7
Single Pixel X-ray Transform and Related Inverse Problems	7
Extrapolated Plug-and-Play Three-Operator Splitting Methods for Nonconvex Optimization with Applications to Image Restoration	6
Nonlocal Perimeters and Curvature Flows on Graphs with Applications in Image Processing and High-Dimensional Data Classification	6
Gaussian Patch Mixture Model Guided Low-Rank Covariance Matrix Minimization for Image Denoising	6
Singular Value Decomposition of the Wave Forward Operator with Radial Variable Coefficients	6
Learnable Empirical Mode Decomposition based on Mathematical Morphology	6

A New Variational Model for Shape Graph Registration with Partial Matching Constraints	6
On the Convergence of Stochastic Gradient Descent for Linear Inverse Problems in Banach Spaces	6
\(\boldsymbol{L_1-\beta L_q}\) Minimization for Signal and Image Recovery	6
Direct Imaging of Moving Acoustic Point Sources	5
Turning Grain Maps into Diagrams	5
WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution	5
A Class of Priors for Color Image Restoration Parameterized by Lie Groups Acting on Pixel Values	5
Early Stopping of Untrained Convolutional Neural Networks	5
Learning Sparsity-Promoting Regularizers Using Bilevel Optimization	5
Using Decoupled Features for Photorealistic Style Transfer	5
A Low-Rank Tensor Completion Method via Strassen–Ottaviani Flattening	5
Robust Tensor Completion from Uniformly Dithered One-Bit Observations	5
Stability and Reconstruction of a Special Type of Anisotropic Conductivity in Magneto-Acoustic Tomography with Magnetic Induction	5
Waveform Inversion with a Data Driven Estimate of the Internal Wave	4
Bar Code Decoding in a Camera-Based Scanner: Analysis and Algorithm	4
An Inverse Problems Approach to Pulse Wave Analysis in the Human Brain	4
Convergence Analysis of the Nonlinear Kaczmarz Method for Systems of Nonlinear Equations with Componentwise Convex Mappings and Applications to Image Reconstruction in Multispectral CT	4
A Common Lines Approach for Ab Initio Modeling of Molecules with Tetrahedral and Octahedral Symmetry	4
Convergence Analysis of the Harmonic \(\boldsymbol{B_{{z}}}\) Algorithm with Single Injection Current in MREIT	4
An Unrolled Implicit Regularization Network for Joint Image and Sensitivity Estimation in Parallel MR Imaging with Convergence Guarantee	4
Dual Simplex Volume Maximization for Simplex-Structured Matrix Factorization	4
Image Warp Preserving Content Intensity	4
Off-the-Grid Curve Reconstruction through Divergence Regularization: An Extreme Point Result	4
Bayesian Imaging Using Plug & Play Priors: When Langevin Meets Tweedie	4
A Unified Framework of Nonlocal Parametric Methods for Image Denoising	4
Total Variation-Based Reconstruction and Phase Retrieval for Diffraction Tomography	4
The Linear Sampling Method for Random Sources	3
A Wasserstein-Type Distance for Gaussian Mixtures on Vector Bundles with Applications to Shape Analysis	3
Elastica Models for Color Image Regularization	3
Image Recovery for Blind Polychromatic Ptychography	3
An Accelerated Level-Set Method for Inverse Scattering Problems	3
IML FISTA: A Multilevel Framework for Inexact and Inertial Forward-Backward. Application to Image Restoration	3
A Fast Data-Driven Iteratively Regularized Method with Convex Penalty for Solving Ill-Posed Problems	3
Lifting the Convex Conjugate in Lagrangian Relaxations: A Tractable Approach for Continuous Markov Random Fields	3
Regularizing Orientation Estimation in Cryogenic Electron Microscopy Three-Dimensional Map Refinement through Measure-Based Lifting over Riemannian Manifolds	3
PhaseNet: A Deep Learning Based Phase Reconstruction Method for Ground-Based Astronomy	3
The Linearized Hellinger--Kantorovich Distance	3
On Assignment Problems Related to Gromov–Wasserstein Distances on the Real Line	3
A Boundary Integral Equation Method for the Complete Electrode Model in Electrical Impedance Tomography with Tests on Experimental Data	3