SIAM Journal on Imaging Sciences

Papers
(The TQCC of SIAM Journal on Imaging Sciences is 5. 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 2021-01-01 to 2025-01-01.)
ArticleCitations
Short Communication: Weak Sparse Superresolution is Well-Conditioned52
Subaperture-Based Digital Aberration Correction for Optical Coherence Tomography: A Novel Mathematical Approach51
Diffeomorphic Registration Using Sinkhorn Divergences42
Provably Convergent Plug-and-Play Quasi-Newton Methods42
Weighted Spectral Filters for Kernel Interpolation on Spheres: Estimates of Prediction Accuracy for Noisy Data36
A Novel Mesh Denoising Method Based on Relaxed Second-Order Total Generalized Variation27
Matrix Balancing Based Interior Point Methods for Point Set Matching Problems27
The \(\boldsymbol{{p}_0}\)-Laplace “Signature” for Quasilinear Inverse Problems22
Identification of Sparsely Representable Diffusion Parameters in Elliptic Problems20
A Scale-Invariant Relaxation in Low-Rank Tensor Recovery with an Application to Tensor Completion20
A Variational Model for Nonuniform Low-Light Image Enhancement16
Bilevel Imaging Learning Problems as Mathematical Programs with Complementarity Constraints: Reformulation and Theory15
Removing the Mask—Reconstructing a Real-Valued Field on the Sphere from a Masked Field by Spherical Fourier Analysis14
A Splitting Scheme for Flip-Free Distortion Energies14
An Inexact Majorized Proximal Alternating Direction Method of Multipliers for Diffusion Tensors14
Background Removal for Ptychography via Wigner Distribution Deconvolution14
Inclusion and Estimates for the Jumps of Minimizers in Variational Denoising14
A Spatial Color Compensation Model Using Saturation-Value Total Variation13
Robust Tensor CUR Decompositions: Rapid Low-Tucker-Rank Tensor Recovery with Sparse Corruptions13
Adaptive Mesh Refinement in Deformable Image Registration: A Posteriori Error Estimates for Primal and Mixed Formulations12
Simultaneous Reconstruction of Conductivity, Boundary Shape, and Contact Impedances in Electrical Impedance Tomography11
Single Pixel X-ray Transform and Related Inverse Problems11
Learnable Empirical Mode Decomposition based on Mathematical Morphology11
Generalized Intersection Algorithms with Fixed Points for Image Decomposition Learning11
On the Convergence of Stochastic Gradient Descent for Linear Inverse Problems in Banach Spaces10
Nonlocal Perimeters and Curvature Flows on Graphs with Applications in Image Processing and High-Dimensional Data Classification10
Multiscale Hierarchical Image Decomposition and Refinements: Qualitative and Quantitative Results9
Group Sparse Optimization for Images Recovery Using Capped Folded Concave Functions9
Singular Value Decomposition of the Wave Forward Operator with Radial Variable Coefficients9
Extrapolated Plug-and-Play Three-Operator Splitting Methods for Nonconvex Optimization with Applications to Image Restoration9
Color Image Restoration by Saturation-Value Total Variation Regularization on Vector Bundles9
A Stochastic Variance Reduced Primal Dual Fixed Point Method for Linearly Constrained Separable Optimization8
A New Variational Model for Shape Graph Registration with Partial Matching Constraints8
\(\boldsymbol{L_1-\beta L_q}\) Minimization for Signal and Image Recovery8
Turning Grain Maps into Diagrams8
Gaussian Patch Mixture Model Guided Low-Rank Covariance Matrix Minimization for Image Denoising8
Direct Imaging of Moving Acoustic Point Sources7
Practical Acceleration of the Condat–Vũ Algorithm7
A Class of Priors for Color Image Restoration Parameterized by Lie Groups Acting on Pixel Values7
Early Stopping of Untrained Convolutional Neural Networks7
Bayesian Imaging Using Plug & Play Priors: When Langevin Meets Tweedie7
A Low-Rank Tensor Completion Method via Strassen–Ottaviani Flattening7
Using Decoupled Features for Photorealistic Style Transfer7
Multi-scale Classification for Electrosensing6
A Wasserstein-Type Distance for Gaussian Mixtures on Vector Bundles with Applications to Shape Analysis6
Off-the-Grid Curve Reconstruction through Divergence Regularization: An Extreme Point Result6
Patch-Based Holographic Image Sensing6
Regularizing Orientation Estimation in Cryogenic Electron Microscopy Three-Dimensional Map Refinement through Measure-Based Lifting over Riemannian Manifolds6
Stability and Reconstruction of a Special Type of Anisotropic Conductivity in Magneto-Acoustic Tomography with Magnetic Induction6
IML FISTA: A Multilevel Framework for Inexact and Inertial Forward-Backward. Application to Image Restoration6
A Common Lines Approach for Ab Initio Modeling of Molecules with Tetrahedral and Octahedral Symmetry6
Bar Code Decoding in a Camera-Based Scanner: Analysis and Algorithm6
Learning Sparsity-Promoting Regularizers Using Bilevel Optimization6
PhaseNet: A Deep Learning Based Phase Reconstruction Method for Ground-Based Astronomy6
Total Variation-Based Reconstruction and Phase Retrieval for Diffraction Tomography6
Lifting the Convex Conjugate in Lagrangian Relaxations: A Tractable Approach for Continuous Markov Random Fields6
Image Recovery for Blind Polychromatic Ptychography6
An Unrolled Implicit Regularization Network for Joint Image and Sensitivity Estimation in Parallel MR Imaging with Convergence Guarantee5
The Linearized Hellinger--Kantorovich Distance5
An Accelerated Level-Set Method for Inverse Scattering Problems5
A Characteristic Function-Based Algorithm for Geodesic Active Contours5
WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution5
Centering Noisy Images with Application to Cryo-EM5
Waveform Inversion with a Data Driven Estimate of the Internal Wave5
A Stochastic Proximal Alternating Minimization for Nonsmooth and Nonconvex Optimization5
On Assignment Problems Related to Gromov–Wasserstein Distances on the Real Line5
The Linear Sampling Method for Random Sources5
Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss5
Provably Robust Blind Source Separation of Linear-Quadratic Near-Separable Mixtures5
Convergence Analysis of the Harmonic \(\boldsymbol{B_{{z}}}\) Algorithm with Single Injection Current in MREIT5
Elastica Models for Color Image Regularization5
Image Warp Preserving Content Intensity5
A Boundary Integral Equation Method for the Complete Electrode Model in Electrical Impedance Tomography with Tests on Experimental Data5
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