OOIR: Observatory of International Research

Papers

(The median citation count of SIAM Journal on Imaging Sciences is 1. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Short Communication: Weak Sparse Superresolution is Well-Conditioned	53
Subaperture-Based Digital Aberration Correction for Optical Coherence Tomography: A Novel Mathematical Approach	39
Diffeomorphic Registration Using Sinkhorn Divergences	14
Increasing Stability for Recovering Anisotropic Potential in Elastic Scattering from a Linearized Dirichlet to Neumann Map	14
A Novel Mesh Denoising Method Based on Relaxed Second-Order Total Generalized Variation	13
Matrix Balancing Based Interior Point Methods for Point Set Matching Problems	12
Bilevel Imaging Learning Problems as Mathematical Programs with Complementarity Constraints: Reformulation and Theory	11
Identification of Sparsely Representable Diffusion Parameters in Elliptic Problems	11
The $\boldsymbol{{p}_0}$-Laplace “Signature” for Quasilinear Inverse Problems	11
A Spatial Color Compensation Model Using Saturation-Value Total Variation	10
Background Removal for Ptychography via Wigner Distribution Deconvolution	10
Inclusion and Estimates for the Jumps of Minimizers in Variational Denoising	10
Nonlocal Perimeters and Curvature Flows on Graphs with Applications in Image Processing and High-Dimensional Data Classification	9
Single Pixel X-ray Transform and Related Inverse Problems	9
Singular Value Decomposition of the Wave Forward Operator with Radial Variable Coefficients	9
Learnable Empirical Mode Decomposition based on Mathematical Morphology	9
On the Convergence of Stochastic Gradient Descent for Linear Inverse Problems in Banach Spaces	9
Robust Tensor CUR Decompositions: Rapid Low-Tucker-Rank Tensor Recovery with Sparse Corruptions	9
Robust Tensor Completion from Uniformly Dithered One-Bit Observations	8
Euler’s Elastica-Based Cartoon-Smooth-Texture Image Decomposition	8
Adaptive Forward-Backward Splitting for Multilayer Convolutional Dictionary Learning	7
A Splitting Scheme for Flip-Free Distortion Energies	7
Extrapolated Plug-and-Play Three-Operator Splitting Methods for Nonconvex Optimization with Applications to Image Restoration	7
A Scale-Invariant Relaxation in Low-Rank Tensor Recovery with an Application to Tensor Completion	7
A New Variational Model for Shape Graph Registration with Partial Matching Constraints	7

Removing the Mask—Reconstructing a Real-Valued Field on the Sphere from a Masked Field by Spherical Fourier Analysis	6
Turning Grain Maps into Diagrams	6
Direct Imaging of Moving Acoustic Point Sources	6
A Class of Priors for Color Image Restoration Parameterized by Lie Groups Acting on Pixel Values	6
Gaussian Patch Mixture Model Guided Low-Rank Covariance Matrix Minimization for Image Denoising	6
An Inexact Majorized Proximal Alternating Direction Method of Multipliers for Diffusion Tensors	6
Early Stopping of Untrained Convolutional Neural Networks	6
Weighted Spectral Filters for Kernel Interpolation on Spheres: Estimates of Prediction Accuracy for Noisy Data	6
$\boldsymbol{L_1-\beta L_q}$ Minimization for Signal and Image Recovery	6
A Low-Rank Tensor Completion Method via Strassen–Ottaviani Flattening	6
A Variational Model for Nonuniform Low-Light Image Enhancement	6
Provably Convergent Plug-and-Play Quasi-Newton Methods	5
Learning Sparsity-Promoting Regularizers Using Bilevel Optimization	5
A Wasserstein-Type Distance for Gaussian Mixtures on Vector Bundles with Applications to Shape Analysis	5
Off-the-Grid Curve Reconstruction through Divergence Regularization: An Extreme Point Result	5
Using Decoupled Features for Photorealistic Style Transfer	5
Generalized Fourier Diffraction Theorem and Filtered Backpropagation for Tomographic Reconstruction	5
IML FISTA: A Multilevel Framework for Inexact and Inertial Forward-Backward. Application to Image Restoration	5
A Common Lines Approach for Ab Initio Modeling of Molecules with Tetrahedral and Octahedral Symmetry	5
Practical Acceleration of the Condat–Vũ Algorithm	5
Stability and Reconstruction of a Special Type of Anisotropic Conductivity in Magneto-Acoustic Tomography with Magnetic Induction	5
Regularizing Orientation Estimation in Cryogenic Electron Microscopy Three-Dimensional Map Refinement through Measure-Based Lifting over Riemannian Manifolds	5
Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss	4
Lifting the Convex Conjugate in Lagrangian Relaxations: A Tractable Approach for Continuous Markov Random Fields	4
An Accelerated Level-Set Method for Inverse Scattering Problems	4
On Assignment Problems Related to Gromov–Wasserstein Distances on the Real Line	4
The Linearized Hellinger--Kantorovich Distance	4
Image Warp Preserving Content Intensity	4
Elastica Models for Color Image Regularization	4
Convergence Analysis of the Harmonic $\boldsymbol{B_{{z}}}$ Algorithm with Single Injection Current in MREIT	4
Image Recovery for Blind Polychromatic Ptychography	4
Bar Code Decoding in a Camera-Based Scanner: Analysis and Algorithm	4
PhaseNet: A Deep Learning Based Phase Reconstruction Method for Ground-Based Astronomy	4
Image Segmentation Using Bayesian Inference for Convex Variant Mumford–Shah Variational Model	4
An Inverse Problems Approach to Pulse Wave Analysis in the Human Brain	3
The Linear Sampling Method for Random Sources	3
Polynomial Preconditioners for Regularized Linear Inverse Problems	3
Total Variation-Based Reconstruction and Phase Retrieval for Diffraction Tomography	3
A Unified Framework of Nonlocal Parametric Methods for Image Denoising	3
Waveform Inversion with a Data Driven Estimate of the Internal Wave	3
An Unrolled Implicit Regularization Network for Joint Image and Sensitivity Estimation in Parallel MR Imaging with Convergence Guarantee	3
Low-Rank Tensor Approximations for Solving Multimarginal Optimal Transport Problems	3
Asymptotic Links between Signal Processing, Acoustic Metamaterials, and Biology	3
Convergence Analysis of the Nonlinear Kaczmarz Method for Systems of Nonlinear Equations with Componentwise Convex Mappings and Applications to Image Reconstruction in Multispectral CT	3
WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution	3
Dual Simplex Volume Maximization for Simplex-Structured Matrix Factorization	3
High-Resolution, Quantitative Signal Subspace Imaging for Synthetic Aperture Radar	2
Imaging Anisotropic Conductivities from Current Densities	2
Riesz Feature Representation: Scale Equivariant Scattering Network for Classification Tasks	2
WARPd: A Linearly Convergent First-Order Primal-Dual Algorithm for Inverse Problems with Approximate Sharpness Conditions	2

On the Convergence of a Data-Driven Regularized Stochastic Gradient Descent for Nonlinear Ill-Posed Problems	2
A Nonlocal Graph-PDE and Higher-Order Geometric Integration for Image Labeling	2
Hyperspectral Super-resolution Accounting for Spectral Variability: Coupled Tensor LL1-Based Recovery and Blind Unmixing of the Unknown Super-resolution Image	2
Steerable Near-Quadrature Filter Pairs in Three Dimensions	2
Compressive Imaging Through Optical Fiber with Partial Speckle Scanning	2
Spherical Image Inpainting with Frame Transformation and Data-Driven Prior Deep Networks	2
A Data-Assisted Two-Stage Method for the Inverse Random Source Problem	2
A Contrast-Saturation Adaptive Model for Low-Light Image Enhancement	2
Bayesian Imaging Using Plug & Play Priors: When Langevin Meets Tweedie	2
A Quantum Information-Based Refoundation of Color Perception Concepts	2
Deep Learning--Based Dictionary Learning and Tomographic Image Reconstruction	2
Posterior-Variance–Based Error Quantification for Inverse Problems in Imaging	2
Recovery of Piecewise Smooth Density and Lamé Parameters from High Frequency Exterior Cauchy Data	2
A Fast Data-Driven Iteratively Regularized Method with Convex Penalty for Solving Ill-Posed Problems	2
A Boundary Integral Equation Method for the Complete Electrode Model in Electrical Impedance Tomography with Tests on Experimental Data	2
Conductivity Imaging from Internal Measurements with Mixed Least-Squares Deep Neural Networks	2
Two-Stage Decolorization Based on Histogram Equalization and Local Variance Maximization	2
Compactification of the Rigid Motions Group in Image Processing	1
Tensor Robust Principal Component Analysis via Tensor Fibered Rank and ${\boldsymbol{{l_p}}}$ Minimization	1
A Projected Nesterov–Kaczmarz Approach to Stellar Population-Kinematic Distribution Reconstruction in Extragalactic Archaeology	1
Numerical Implementation of Generalized V-Line Transforms on 2D Vector Fields and their Inversions	1
Averaging Orientations with Molecular Symmetry in Cryo-EM	1
On Learning the Invisible in Photoacoustic Tomography with Flat Directionally Sensitive Detector	1
A Spectral Estimation Framework for Phase Retrieval via Bregman Divergence Minimization	1
IFF: A Superresolution Algorithm for Multiple Measurements	1
Short Communication: FISTA Iterates Converge Linearly for Denoiser-Driven Regularization	1
Utilizing Variational Autoencoders in the Bayesian Inverse Problem of Photoacoustic Tomography	1
The Cortical V1 Transform as a Heterogeneous Poisson Problem	1
Restoration Guarantee of Image Inpainting via Low Rank Patch Matrix Completion	1
Multiview Point Cloud Registration with Anisotropic and Spatially Varying Localization Noise	1
Preconditioned Plug-and-Play ADMM with Locally Adjustable Denoiser for Image Restoration	1
Spherical Framelets from Spherical Designs	1
Inversion of Band-Limited Discrete Fourier Transforms of Binary Images: Uniqueness and Algorithms	1
Reduced Order Modeling Inversion of Monostatic Data in a Multi-scattering Environment	1
Compressive Learning for Patch-Based Image Denoising	1
Patch-Based Image Restoration Using Expectation Propagation	1
Imaging with Thermal Noise Induced Currents	1
Marginal Likelihood Estimation in Semiblind Image Deconvolution: A Stochastic Approximation Approach	1
TILT: Topological Interface Recovery in Limited-Angle Tomography	1
Convergence Results in Image Interpolation With the Continuous SSIM	1
ROM Inversion of Monostatic Data Lifted to Full MIMO	1
Provable Phase Retrieval with Mirror Descent	1
Learning Weakly Convex Regularizers for Convergent Image-Reconstruction Algorithms	1
Arbitrary Distributions Mapping via SyMOT-Flow: A Flow-Based Approach Integrating Maximum Mean Discrepancy and Optimal Transport	1
Robust Tensor Completion: Equivalent Surrogates, Error Bounds, and Algorithms	1
Generalized Nonconvex Hyperspectral Anomaly Detection via Background Representation Learning with Dictionary Constraint	1
A Fast Averaged Kaczmarz Iteration with Convex Penalty for Inverse Problems in Hilbert Spaces	1
Stability for Finite Element Discretization of Some Inverse Parameter Problems from Internal Data: Application to Elastography	1
Numerical Reconstruction of Radiative Sources from Partial Boundary Measurements	1
A Majorization-Minimization Algorithm for Neuroimage Registration	1
Exploring Structural Sparsity of Coil Images from 3-Dimensional Directional Tight Framelets for SENSE Reconstruction	1
Training Adaptive Reconstruction Networks for Blind Inverse Problems	1
The Modulo Radon Transform: Theory, Algorithms, and Applications	1
A Deep Learning Framework for Diffeomorphic Mapping Problems via Quasi-conformal Geometry Applied to Imaging	1
Imaging of Atmospheric Dispersion Processes with Differential Absorption Lidar	1
Distributed Stochastic Inertial-Accelerated Methods with Delayed Derivatives for Nonconvex Problems	1
Parallel Transport Convolution: Deformable Convolutional Networks on Manifold-Structured Data	1
An Algorithm to Compute Any Simple $k$-gon of a Maximum Area or Perimeter Inscribed in a Region of Interest	1
Dynamic Image Reconstruction with Motion Priors in Application to Three Dimensional Magnetic Particle Imaging	1
Bilateral Tensor Low-Rank Representation for Insufficient Observed Samples in Multidimensional Image Clustering and Recovery	1
Spherical Density-Equalizing Map for Genus-0 Closed Surfaces	1
Linear Convergence of Randomized Kaczmarz Method for Solving Complex-Valued Phaseless Equations	1
Transionospheric Autofocus for Synthetic Aperture Radar	1