OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Mathematical Imaging and Vision 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 2022-08-01 to 2026-08-01.)

Article	Citations
Texture Matching GAN for CT Image Enhancement	28
Wavelet-Based Multiscale Flow For Realistic Image Deformation in the Large Diffeomorphic Deformation Model Framework	23
Multivalued Component Tree: New Results and a Bridge Between Partial and Total Partition Trees	23
An Edge-Preserving Regularization Model for the Demosaicing of Noisy Color Images	20
A Structured L-BFGS Method with Diagonal Scaling and Its Application to Image Registration	20
Vectorial Total Symmetric Variation and Applications to Color Image Decomposition	19
Batch-Less Stochastic Gradient Descent for Compressive Learning of Deep Regularization for Image Denoising	17
Multiscale Hierarchical Decomposition Methods for Images Corrupted by Multiplicative Noise	15
A Riemannian Covariance for Manifold-Valued Data	14
Image Denoising via $$L^2$$-Norm of Anisotropic Mean Curvature of Image Surface	13
Application of Integral Invariants to Apictorial Jigsaw Puzzle Assembly	11
Enhancing a Kernel Method for Shape Analysis in Kendall Space	11
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels	10
Regularising Inverse Problems with Generative Machine Learning Models	10
Finding Space-Time Boundaries with Deformable Hypersurfaces	10
Plug and Play Splitting Techniques for Poisson Image Restoration	9
A Variational Approach for Joint Image Recovery and Feature Extraction Based on Spatially Varying Generalised Gaussian Models	9
Unrestricted Sequential Discrete Morphological Neural Networks	9
Generalised Watson Distribution on the Hypersphere with Applications to Clustering	8
Scale Generalisation Properties of Extended Scale-Covariant and Scale-Invariant Gaussian Derivative Networks on Image Datasets with Spatial Scaling Variations	8
Minimizing Mean Curvature of Image Surface via Bilinear Decomposition for Image Reconstruction	8
Differential Oriented Image Foresting Transform and Its Applications to Support High-level Priors for Object Segmentation	7
Sigma Flows for Image and Data Labeling and Learning Structured Prediction	7
Wavelets in the Deep Learning Era	6
Robust Dynamic SPECT Reconstruction with Scarce Angular and Limited Temporal Sampling	6

A $$\varGamma $$-Convergence Result and An Off-the-Grid Charge Algorithm for Curve Reconstruction in Inverse Problems	6
Computing the Minimal Perimeter Polygon for Sets of Rectangular Tiles based on Visibility Cones	5
Linear and Nonlinear Generative Models for ‘Zero-Shot’ Image Denoising in the Limit of Few Photons	5
Morse Sequences: A Simple Approach to Discrete Morse Theory	5
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping	5
Introducing Poset-Based Connected n-Manifolds and $$\mathcal {P}$$-well-composedness in Partially Ordered Sets	5
Consistent Approximation of Interpolating Splines in Image Metamorphosis	5
Hybrid Lie Semi-Group and Cascade Structures for the Generalized Gaussian Derivative Model for Visual Receptive Fields	5
Parallelly Sliced Optimal Transport on Spheres and on the Rotation Group	5
An Adaptively Inexact Method for Bilevel Learning Using Primal–Dual-Style Differentiation	4
A Non-convex Regularization Fusing Low-rankness and Smoothness for Tensor Recovery	4
New Properties for Full Convex Sets and Full Convex Hulls	4
Statistical Modeling of Deep Features to Reduce False Alarms in Video Change Detection	4
Two Models for Surface Segmentation using the Total Variation of the Normal Vector	4
LAMA-Net: A Convergent Network Architecture for Dual-Domain Reconstruction	4
Nonlocal Adaptive Biharmonic Regularizer for Image Restoration	4
About the Incorporation of Topological Prescriptions in CNNs for Medical Image Semantic Segmentation	4
Hypergraph p-Laplacians and Scale Spaces	4
Corrected Laplace–Beltrami Operators for Digital Surfaces	3
Training Morphological Perceptron with Competitive Layer using Convex-Concave Procedure	3
Implicit Reconstruction from Point Cloud: An Adaptive Level Set-Based Semi-Lagrangian Method	3
Guest Editorial JMIV Special Issue SSVM’21	3
A Theoretical Analysis of Velocity Estimation from Multiple Independent Optical-Flow Sensors	3
Two-view CBCT Reconstruction via Preconditioned Gradient Descent with Plug-and-play Diffusion Anatomical Prior	3
A Retinex-Based Selective Segmentation Model for Inhomogeneous Images	3
Convexity in ReLU Neural Networks: Beyond ICNNs?	3
MG-SpaIR: Multi-Grade Sparse-Guided Implicit Representation for Training-Data-Free Image Restoration	3
Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix	3
Non-Gaussian Noise Removal via Gaussian Denoisers with the Gray Level Indicator	3
Anisotropic Variational Models for Image Denoising Based on Directional Hessian	3
U-Flow: A U-Shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold	3
Stationary Velocity Fields on Matrix Groups for Deformable Image Registration	2
A Bilevel Sensitivity-Corrected Reconstruction Framework with Deep Priors for Parallel MRI	2
Discrete Approximations of Gaussian Smoothing and Gaussian Derivatives	2
Segmenting Objects with Imbalanced Sizes via Smooth and Sparse Dual Optimal Transport	2
A Unified Framework for Multimodal Joint Segmentation and Registration Combining Finite Distortion Theory and Implicit Neural Networks	2
Sparse Empirical Bayes with L-Smooth Hyperpriors	2
Enhancing Dynamic CT Image Reconstruction with Neural Fields and Optical Flow	2
Vectorial Fractional-Order Regularizer-Based Diffeomorphic Image Registration Model and its Numerical Algorithm	2
Mathematical Properties of Pyramid-Transform-Based Resolution Conversion and Its Applications	2
Unified Theory for Joint Covariance Properties Under Geometric Image Transformations for Spatio-Temporal Receptive Fields According to the Generalized Gaussian Derivative Model for Visual Receptive Fi	2
Assessing Hierarchies by Their Consistent Segmentations	2
Dyadic Partition-Based Training Schemes for TV/TGV Denoising	2
Filtering-Based Preconditioner for Accelerated High-Dimensional Cone-Beam CT Image Reconstruction	2
Inferring the Geometry of Convex Shapes from Their Gauss Digitization	2
Recognition of Pieces of Arithmetic Hyperplanes Using the Stern–Brocot Tree	2
Local Binary Patterns of Segments of a Binary Object for Shape Analysis	2
PDE-CNNs: Axiomatic Derivations and Applications	2
Morphological Hierarchies: A Unifying Framework with New Trees	2
Concentric Ellipse Fitting with Bias Correction and Specialized Geometric-Based Clustering Approach	2

Cartoon–Texture Image Decomposition Using Least Squares and Low-Rank Regularization	2
Correction: Sufficient Conditions for Topology-Preserving Parallel Reductions on the Face-Centered Cubic Grid	2
Efficient Model-Based Deep Learning via Network Pruning and Fine-Tuning	2
Assessing the Role of Datasets in the Generalization of Motion Deblurring Methods to Real Images	2
Stochastic Primal–Dual Hybrid Gradient Algorithm with Adaptive Step Sizes	2
Cell Counting with Trainable h-Maxima and Connected Component Layers	2
CvxPnPL: A Unified Convex Solution to the Absolute Pose Estimation Problem from Point and Line Correspondences	2
A New Insight into the Epipole from Four Point Correspondences in Two Calibrated Views	2
Fuzzy Circularity: A New Fuzzy Shape-Based Descriptor of the Object	2
Mixing Support Detection-Based Alternating Direction Method of Multipliers for Sparse Hyperspectral Image Unmixing	2
Learning to Generate Wasserstein Barycenters	2
ATG-CHFMs: Accurate Ternary Generalized Chebyshev–Fourier Moments for Stereo Image Zero-Watermarking	1
A New Prediction–Correction Primal–Dual Hybrid Gradient Algorithm for Solving Convex Minimization Problems with Linear Constraints	1
Geometry Parameter Estimation for Sparse X-Ray Log Imaging	1
Neural Field Equations with Time-Periodic External Inputs and Some Applications to Visual Processing	1
Image Denoising with a Regularization by Weighted Variable-Order Riesz Fractional Derivatives	1
Variational Image Segmentation via Additive Decomposition and Hybrid Regularization with an Energy-Decaying Scheme	1
An Active Contour Model for Silhouette Vectorization using Bézier Curves	1
Dynamic-Clustering Extreme Intensity Prior Based Blind Image Deblurring	1
Discrete Morse Functions and Watersheds	1
Generalized Inversion of Nonlinear Operators	1
A Multi-spectral Geometric Approach for Shape Analysis	1
A Stochastic-Geometrical Framework for Object Pose Estimation Based on Mixture Models Avoiding the Correspondence Problem	1
Classification of Deformable Smooth Shapes Through Geodesic Flows of Diffeomorphisms	1
Generative Assignment Flows for Representing and Learning Joint Distributions of Discrete Data	1
On a Variational Problem with a Nonstandard Growth Functional and Its Applications to Image Processing	1
On the Singular Points Approached by the Medial Axis	1
Regularised Diffusion–Shock Inpainting	1
Skeleton Sparsification and Densification Scale-Spaces	1
Computation of 2D Continuous Geometric Moments Through Inclusion–Exclusion	1
Product-of-Gaussian-mixture diffusion models for joint nonlinear MRI reconstruction	1
Intrinsic Estimation of Frenet Curvatures for 3D Trajectory Analysis	1
Sampling Kantorovich Operators for Speckle Noise Reduction and Gap Filling with Some Applications to Remote Sensing	1
On Maximum a Posteriori Estimation with Plug & Play Priors and Stochastic Gradient Descent	1
Morphology on Categorical Distributions	1
Learning Linearized Assignment Flows for Image Labeling	1
Tumor Propagation Modeling Using Physics-Informed Neural Networks and Variational Methods for MRI Image Segmentation	1
On the Fuzzy Convolution Operator in Image Processing in the Context of Studying Spectral Properties for Fuzzy Bounded Operators	1
Mathematical Morphology on Directional Data	1
General Deformations of Point Configurations Viewed By a Pinhole Model Camera	1
Fast Augmented Lagrangian Primal Dual Algorithm for Mean Curvature Regularization Model	1
Blind Image Inpainting with Sparse Directional Filter Dictionaries for Lightweight CNNs	1
Color Image Set Recognition Based on Quaternionic Grassmannians	1
Inferring Object Boundaries and Their Roughness with Uncertainty Quantification	1
A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery	1
Enhanced Image Super-Resolution via a Coupled Fractional Caputo Derivative and Adaptive p(x)-Laplacian Model	1
Randomized Primal-Dual Algorithm with Arbitrary Sampling: Convergence Theory and Applications to Parallel MRI	1