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 2022-06-01 to 2026-06-01.)

Article	Citations
Texture Matching GAN for CT Image Enhancement	39
Multivalued Component Tree: New Results and a Bridge Between Partial and Total Partition Trees	25
Wavelet-Based Multiscale Flow For Realistic Image Deformation in the Large Diffeomorphic Deformation Model Framework	25
A Structured L-BFGS Method with Diagonal Scaling and Its Application to Image Registration	22
An Edge-Preserving Regularization Model for the Demosaicing of Noisy Color Images	20
Enhancing a Kernel Method for Shape Analysis in Kendall Space	19
Application of Integral Invariants to Apictorial Jigsaw Puzzle Assembly	19
Batch-Less Stochastic Gradient Descent for Compressive Learning of Deep Regularization for Image Denoising	19
A Riemannian Covariance for Manifold-Valued Data	16
Multiscale Hierarchical Decomposition Methods for Images Corrupted by Multiplicative Noise	16
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels	14
Connections Between Numerical Algorithms for PDEs and Neural Networks	14
Regularising Inverse Problems with Generative Machine Learning Models	14
Finding Space-Time Boundaries with Deformable Hypersurfaces	13
Plug and Play Splitting Techniques for Poisson Image Restoration	13
A Variational Approach for Joint Image Recovery and Feature Extraction Based on Spatially Varying Generalised Gaussian Models	11
Unrestricted Sequential Discrete Morphological Neural Networks	11
Generalised Watson Distribution on the Hypersphere with Applications to Clustering	10
Minimizing Mean Curvature of Image Surface via Bilinear Decomposition for Image Reconstruction	10
Differential Oriented Image Foresting Transform and Its Applications to Support High-level Priors for Object Segmentation	9
Sigma Flows for Image and Data Labeling and Learning Structured Prediction	9
Robust Dynamic SPECT Reconstruction with Scarce Angular and Limited Temporal Sampling	8
Parallelly Sliced Optimal Transport on Spheres and on the Rotation Group	8
A $$\varGamma $$-Convergence Result and An Off-the-Grid Charge Algorithm for Curve Reconstruction in Inverse Problems	8
Wavelets in the Deep Learning Era	8

Introducing Poset-Based Connected n-Manifolds and $$\mathcal {P}$$-well-composedness in Partially Ordered Sets	7
Scale Generalisation Properties of Extended Scale-Covariant and Scale-Invariant Gaussian Derivative Networks on Image Datasets with Spatial Scaling Variations	7
Linear and Nonlinear Generative Models for ‘Zero-Shot’ Image Denoising in the Limit of Few Photons	7
Learning-Based Non-rigid Video Depth Estimation Using Invariants to Generalized Bas-Relief Transformations	6
Hybrid Lie Semi-Group and Cascade Structures for the Generalized Gaussian Derivative Model for Visual Receptive Fields	6
Consistent Approximation of Interpolating Splines in Image Metamorphosis	6
Computing the Minimal Perimeter Polygon for Sets of Rectangular Tiles based on Visibility Cones	6
A Generative Model for Texture Synthesis based on Optimal Transport Between Feature Distributions	6
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping	6
New Properties for Full Convex Sets and Full Convex Hulls	5
Morse Sequences: A Simple Approach to Discrete Morse Theory	5
An Adaptively Inexact Method for Bilevel Learning Using Primal–Dual-Style Differentiation	5
A Non-convex Regularization Fusing Low-rankness and Smoothness for Tensor Recovery	5
LAMA-Net: A Convergent Network Architecture for Dual-Domain Reconstruction	4
Corrected Laplace–Beltrami Operators for Digital Surfaces	4
Guest Editorial JMIV Special Issue SSVM’21	4
A Retinex-Based Selective Segmentation Model for Inhomogeneous Images	4
About the Incorporation of Topological Prescriptions in CNNs for Medical Image Semantic Segmentation	4
Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix	4
Non-Gaussian Noise Removal via Gaussian Denoisers with the Gray Level Indicator	4
U-Flow: A U-Shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold	4
Statistical Modeling of Deep Features to Reduce False Alarms in Video Change Detection	4
Hypergraph p-Laplacians and Scale Spaces	4
Nonlocal Adaptive Biharmonic Regularizer for Image Restoration	4
Convexity in ReLU Neural Networks: Beyond ICNNs?	4
Stochastic Primal–Dual Hybrid Gradient Algorithm with Adaptive Step Sizes	3
Implicit Reconstruction from Point Cloud: An Adaptive Level Set-Based Semi-Lagrangian Method	3
Recognition of Pieces of Arithmetic Hyperplanes Using the Stern–Brocot Tree	3
Inferring the Geometry of Convex Shapes from Their Gauss Digitization	3
Anisotropic Variational Models for Image Denoising Based on Directional Hessian	3
Filtering-Based Preconditioner for Accelerated High-Dimensional Cone-Beam CT Image Reconstruction	3
Assessing the Role of Datasets in the Generalization of Motion Deblurring Methods to Real Images	3
Image Reconstruction in Light-Sheet Microscopy: Spatially Varying Deconvolution and Mixed Noise	3
Cell Counting with Trainable h-Maxima and Connected Component Layers	3
Dyadic Partition-Based Training Schemes for TV/TGV Denoising	3
CvxPnPL: A Unified Convex Solution to the Absolute Pose Estimation Problem from Point and Line Correspondences	2
Efficient Model-Based Deep Learning via Network Pruning and Fine-Tuning	2
Cartoon–Texture Image Decomposition Using Least Squares and Low-Rank Regularization	2
Morphological Hierarchies: A Unifying Framework with New Trees	2
Image Denoising with a Regularization by Weighted Variable-Order Riesz Fractional Derivatives	2
Learning to Generate Wasserstein Barycenters	2
Towards Off-the-Grid Algorithms for Total Variation Regularized Inverse Problems	2
Fuzzy Circularity: A New Fuzzy Shape-Based Descriptor of the Object	2
Local Binary Patterns of Segments of a Binary Object for Shape Analysis	2
Assessing Hierarchies by Their Consistent Segmentations	2
Correction: Sufficient Conditions for Topology-Preserving Parallel Reductions on the Face-Centered Cubic Grid	2
PDE-CNNs: Axiomatic Derivations and Applications	2
General Deformations of Point Configurations Viewed By a Pinhole Model Camera	2
Discrete Approximations of Gaussian Smoothing and Gaussian Derivatives	2
Fast Augmented Lagrangian Primal Dual Algorithm for Mean Curvature Regularization Model	2

Some Equivalence Relation between Persistent Homology and Morphological Dynamics	2
Vectorial Fractional-Order Regularizer-Based Diffeomorphic Image Registration Model and its Numerical Algorithm	2
A Unified Framework for Multimodal Joint Segmentation and Registration Combining Finite Distortion Theory and Implicit Neural Networks	2
Stationary Velocity Fields on Matrix Groups for Deformable Image Registration	2
Enhancing Dynamic CT Image Reconstruction with Neural Fields and Optical Flow	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
Neural Field Equations with Time-Periodic External Inputs and Some Applications to Visual Processing	2
Mixing Support Detection-Based Alternating Direction Method of Multipliers for Sparse Hyperspectral Image Unmixing	2
Concentric Ellipse Fitting with Bias Correction and Specialized Geometric-Based Clustering Approach	2
A New Insight into the Epipole from Four Point Correspondences in Two Calibrated Views	2
On the Fuzzy Convolution Operator in Image Processing in the Context of Studying Spectral Properties for Fuzzy Bounded Operators	1
On the Singular Points Approached by the Medial Axis	1
Mathematical Morphology on Directional Data	1
Tumor Propagation Modeling Using Physics-Informed Neural Networks and Variational Methods for MRI Image Segmentation	1
ADMM-Based Residual Whiteness Principle for Automatic Parameter Selection in Single Image Super-Resolution Problems	1
Color Image Set Recognition Based on Quaternionic Grassmannians	1
On Maximum a Posteriori Estimation with Plug & Play Priors and Stochastic Gradient Descent	1
Intrinsic Estimation of Frenet Curvatures for 3D Trajectory Analysis	1
Morphology on Categorical Distributions	1
Dynamic-Clustering Extreme Intensity Prior Based Blind Image Deblurring	1
Classification of Deformable Smooth Shapes Through Geodesic Flows of Diffeomorphisms	1
Geometry Parameter Estimation for Sparse X-Ray Log Imaging	1
Amplitude Mean of Functional Data on $$\mathbb {S}^2$$ and its Accurate Computation	1
Blind Image Inpainting with Sparse Directional Filter Dictionaries for Lightweight CNNs	1
On a Variational Problem with a Nonstandard Growth Functional and Its Applications to Image Processing	1
A Unified Surface Geometric Framework for Feature-Aware Denoising, Hole Filling and Context-Aware Completion	1
Inferring Object Boundaries and Their Roughness with Uncertainty Quantification	1
Randomized Primal-Dual Algorithm with Arbitrary Sampling: Convergence Theory and Applications to Parallel MRI	1
Generalized Inversion of Nonlinear Operators	1
ATG-CHFMs: Accurate Ternary Generalized Chebyshev–Fourier Moments for Stereo Image Zero-Watermarking	1
Homotopic Affine Transformations in the 2D Cartesian Grid	1
Enhanced Image Super-Resolution via a Coupled Fractional Caputo Derivative and Adaptive p(x)-Laplacian Model	1
A New Prediction–Correction Primal–Dual Hybrid Gradient Algorithm for Solving Convex Minimization Problems with Linear Constraints	1
The Chiral Domain of a Camera Arrangement	1
Learning Linearized Assignment Flows for Image Labeling	1
Regularised Diffusion–Shock Inpainting	1
An Active Contour Model for Silhouette Vectorization using Bézier Curves	1
Generalized Polar Coordinate Moments with Quasi Inner Product	1
Discrete Morse Functions and Watersheds	1
A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery	1
A Stochastic-Geometrical Framework for Object Pose Estimation Based on Mixture Models Avoiding the Correspondence Problem	1
Generative Assignment Flows for Representing and Learning Joint Distributions of Discrete Data	1
A Multi-spectral Geometric Approach for Shape Analysis	1
Computation of 2D Continuous Geometric Moments Through Inclusion–Exclusion	1