OOIR: Observatory of International Research

Papers

(The TQCC of SIAM Journal on Imaging Sciences is 6. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Robust Tensor CUR Decompositions: Rapid Low-Tucker-Rank Tensor Recovery with Sparse Corruptions	93
Learnable Empirical Mode Decomposition based on Mathematical Morphology	76
Diffeomorphic Registration Using Sinkhorn Divergences	25
Subaperture-Based Digital Aberration Correction for Optical Coherence Tomography: A Novel Mathematical Approach	25
Euler’s Elastica-Based Cartoon-Smooth-Texture Image Decomposition	24
A Formalization of Image Vectorization by Region Merging	24
A Class of Priors for Color Image Restoration Parameterized by Lie Groups Acting on Pixel Values	24
Tangential Fixpoint Iterations for Gromov–Wasserstein Barycenters	21
A Scale-Invariant Relaxation in Low-Rank Tensor Recovery with an Application to Tensor Completion	20
An Inverse Problems Approach to Pulse Wave Analysis in the Human Brain	20
Adversarial Transferability in Deep Denoising Models: Theoretical Insights and Robustness Enhancement via Out-of-Distribution Typical Set Sampling	19
Waveform Inversion with a Data Driven Estimate of the Internal Wave	19
The Linearized Hellinger--Kantorovich Distance	17
Regularizing Orientation Estimation in Cryogenic Electron Microscopy Three-Dimensional Map Refinement through Measure-Based Lifting over Riemannian Manifolds	16
Imaging Anisotropic Conductivities from Current Densities	15
Error Estimates for Weakly Convex Frame-Based Regularization Including Learned Filters	15
IFF: A Superresolution Algorithm for Multiple Measurements	14
Riesz Feature Representation: Scale Equivariant Scattering Network for Classification Tasks	13
Semi-Unbalanced Optimal Transport for Reference-Based Image Restoration and Synthesis	13
Reduced Order Modeling Inversion of Monostatic Data in a Multi-scattering Environment	12
ROM Inversion of Monostatic Data Lifted to Full MIMO	12
High-Resolution, Quantitative Signal Subspace Imaging for Synthetic Aperture Radar	12
Hyperspectral Super-resolution Accounting for Spectral Variability: Coupled Tensor LL1-Based Recovery and Blind Unmixing of the Unknown Super-resolution Image	11
Imaging a Moving Point Source from Multifrequency Data Measured at One and Sparse Observation Points (Part II): Near-Field Case in 3D	11
Arbitrary Distributions Mapping via SyMOT-Flow: A Flow-Based Approach Integrating Maximum Mean Discrepancy and Optimal Transport	11

Randomized Orthogonal Matching Pursuit Algorithm with Adaptive Partial Selection for Sparse Signal Recovery	10
Convergence Results in Image Interpolation With the Continuous SSIM	10
A Primal-Dual Splitting Algorithm with Convex Combination and Larger Step Sizes for Composite Monotone Inclusion Problems	10
Parallel Transport Convolution: Deformable Convolutional Networks on Manifold-Structured Data	9
A Novel Adaptive Low-Rank Matrix Approximation Method for Image Compression and Reconstruction	9
Displacement and Pressure Reconstruction from Magnetic Resonance Elastography Images: Application to an In Silico Brain Model	9
Stable Image Reconstruction Using Transformed Total Variation Minimization	9
Analysis of View Aliasing for the Generalized Radon Transform in ${\mathbb R}^{\textbf{2}}$	9
On Learning the Invisible in Photoacoustic Tomography with Flat Directionally Sensitive Detector	9
Image Segmentation with Adaptive Spatial Priors from Joint Registration	9
An Adaptive Nonuniform Map Re-weighting Method for Image Dehazing	9
Smoothing Priors for Blind Image Deblurring	9
Schwarzschild Harmonic Path Planning and Tetrahedral Mesh Smoothing	9
An Image Registration Model in Electron Backscatter Diffraction	9
Parallelizable Global Quasi-Conformal Parameterization of Multiply Connected Surfaces via Partial Welding	9
Sequential Model Correction for Nonlinear Inverse Problems	9
Direct Imaging of Moving Acoustic Point Sources	8
Nonlocal Perimeters and Curvature Flows on Graphs with Applications in Image Processing and High-Dimensional Data Classification	8
Dictionary-Based Block Term Decomposition for Third-Order Tensors	8
Convergence Analysis of the Harmonic $\boldsymbol{B_{{z}}}$ Algorithm with Single Injection Current in MREIT	8
Bayesian Imaging with Data-Driven Priors Encoded by Neural Networks	8
Localization of Point Scatterers via Sparse Optimization on Measures	8
Turning Grain Maps into Diagrams	8
Increasing Stability for Recovering Anisotropic Potential in Elastic Scattering from a Linearized Dirichlet to Neumann Map	8
Image Recovery for Blind Polychromatic Ptychography	8
The $\boldsymbol{{p}_0}$-Laplace “Signature” for Quasilinear Inverse Problems	8
A Spatial Color Compensation Model Using Saturation-Value Total Variation	8
Early Stopping of Untrained Convolutional Neural Networks	8
On the Convergence of Stochastic Gradient Descent for Linear Inverse Problems in Banach Spaces	8
A Low-Rank Tensor Completion Method via Strassen–Ottaviani Flattening	8
Data Fusion for a Multiscale Model of a Wheat Leaf Surface: A Unifying Approach Using a Radial Basis Function Partition of Unity Method	7
Polynomial Preconditioners for Regularized Linear Inverse Problems	7
Elastica Models for Color Image Regularization	7
A Fast Data-Driven Iteratively Regularized Method with Convex Penalty for Solving Ill-Posed Problems	7
Linesearch-Enhanced Forward–Backward Methods for Inexact Nonconvex Scenarios	7
On Assignment Problems Related to Gromov–Wasserstein Distances on the Real Line	7
Convergence Analysis of the Nonlinear Kaczmarz Method for Systems of Nonlinear Equations with Componentwise Convex Mappings and Applications to Image Reconstruction in Multispectral CT	7
TILT: Topological Interface Recovery in Limited-Angle Tomography	7
Group Equivariant Morphological Networks	6
Short Communication: FISTA Iterates Converge Linearly for Denoiser-Driven Regularization	6
Optimality Conditions for Bilevel Imaging Learning Problems with Total Variation Regularization	6
Tight-Frame-Like Analysis-Sparse Recovery Using Nontight Sensing Matrices	6
Spherical Image Inpainting with Frame Transformation and Data-Driven Prior Deep Networks	6
Distributed Stochastic Inertial-Accelerated Methods with Delayed Derivatives for Nonconvex Problems	6
The Linear Sampling Method for Data Generated by Small Random Scatterers	6
V-Line Tensor Tomography: Numerical Results	6
QIS : Interactive Segmentation via Quasi-conformal Mappings	6
Acoustic Imaging via a Viscosity Approximation of an Elliptic System Generated by the Lavrent’ev Integral Operator	6
An Algorithm to Compute Any Simple $k$-gon of a Maximum Area or Perimeter Inscribed in a Region of Interest	6
Multiview Point Cloud Registration with Anisotropic and Spatially Varying Localization Noise	6