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 2021-02-01 to 2025-02-01.)

Article	Citations
Continuous Well-Composedness Implies Digital Well-Composedness in n-D	21
New Properties for Full Convex Sets and Full Convex Hulls	18
A Structured L-BFGS Method with Diagonal Scaling and Its Application to Image Registration	17
A New Insight into the Epipole from Four Point Correspondences in Two Calibrated Views	16
Enforcing Geometrical Priors in Deep Networks for Semantic Segmentation Applied to Radiotherapy Planning	14
Fuzzy Circularity: A New Fuzzy Shape-Based Descriptor of the Object	14
Statistical Model and ML-EM Algorithm for Emission Tomography with Known Movement	13
Local Binary Patterns of Segments of a Binary Object for Shape Analysis	13
A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery	13
Complete and Incomplete Sets of Invariants	11
Consistent Approximation of Interpolating Splines in Image Metamorphosis	11
Appreciation to Journal of Mathematical Imaging and Vision Reviewers	11
Learning Grayscale Mathematical Morphology with Smooth Morphological Layers	10
Topological Imaging Methods for the Iterative Detection of Multiple Impedance Obstacles	10
A Quotient Space Formulation for Generative Statistical Analysis of Graphical Data	10
Cortically Based Optimal Transport	10
Pairwise Rigid Registration Based on Riemannian Geometry and Lie Structures of Orientation Tensors	9
On Maximum a Posteriori Estimation with Plug & Play Priors and Stochastic Gradient Descent	9
A Hierarchical Geodesic Model for Longitudinal Analysis on Manifolds	9
Fast and Robust Certifiable Estimation of the Relative Pose Between Two Calibrated Cameras	8
Learning-Based Non-rigid Video Depth Estimation Using Invariants to Generalized Bas-Relief Transformations	7
Convergent Plug-and-Play with Proximal Denoiser and Unconstrained Regularization Parameter	7
Generalized Inversion of Nonlinear Operators	7
Subspace Discrimination for Multiway Data	7
Hough Transform for Detecting Space Curves in Digital 3D Models	6

A Graph Multi-separator Problem for Image Segmentation	6
A Multi-spectral Geometric Approach for Shape Analysis	6
An Edge-Preserving Regularization Model for the Demosaicing of Noisy Color Images	6
A Variational Model for Deformable Registration of Uni-modal Medical Images with Intensity Biases	6
About the Incorporation of Topological Prescriptions in CNNs for Medical Image Semantic Segmentation	5
Monotonic Sampling of a Continuous Closed Curve with Respect to Its Gauss Digitization: Application to Length Estimation	5
On Bayesian Posterior Mean Estimators in Imaging Sciences and Hamilton–Jacobi Partial Differential Equations	5
Nonlocal Adaptive Biharmonic Regularizer for Image Restoration	5
A Stochastic-Geometrical Framework for Object Pose Estimation Based on Mixture Models Avoiding the Correspondence Problem	5
A Probabilistic Approach to Restore Images Acquired in Underwater Scenes	5
Morphology on Categorical Distributions	5
Discrete Approximations of Gaussian Smoothing and Gaussian Derivatives	5
PDE-CNNs: Axiomatic Derivations and Applications	4
Re-initialization-Free Level Set Method via Molecular Beam Epitaxy Equation Regularization for Image Segmentation	4
Understanding the Deltoid Phenomenon in the Perspective 3-Point (P3P) Problem	4
Generalised Diffusion Probabilistic Scale-Spaces	4
A Physically Admissible Stokes Vector Reconstruction in Linear Polarimetric Imaging	4
Spatiotemporal Kernel of a Three-Component Differential Equation Model with Self-control Mechanism in Vision	4
Wavelet-Based Multiscale Flow For Realistic Image Deformation in the Large Diffeomorphic Deformation Model Framework	4
Correction: Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix	4
Application of Integral Invariants to Apictorial Jigsaw Puzzle Assembly	4
A Tighter Relaxation for the Relative Pose Problem Between Cameras	3
Efficient and Robust Background Modeling with Dynamic Mode Decomposition	3
A Polygonal Approximation for General 4-Contours Corresponding to Weakly Simple Curves	3
eGHWT: The Extended Generalized Haar–Walsh Transform	3
Morphological Hierarchies: A Unifying Framework with New Trees	3
Generation of Tubular and Membranous Shape Textures with Curvature Functionals	3
On Strong Basins of Attractions for Non-convex Sparse Spike Estimation: Upper and Lower Bounds	3
Image Scaling by de la Vallée-Poussin Filtered Interpolation	3
Elastic Shape Analysis of Planar Objects Using Tensor Field Representations	3
U-Flow: A U-Shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold	3
Hypergraph p-Laplacians and Scale Spaces	3
Towards Off-the-Grid Algorithms for Total Variation Regularized Inverse Problems	3
Irregularity Index for Vector-Valued Morphological Operators	3
Batch-Less Stochastic Gradient Descent for Compressive Learning of Deep Regularization for Image Denoising	3
Using the Split Bregman Algorithm to Solve the Self-repelling Snakes Model	3
Bilevel Parameter Learning for Nonlocal Image Denoising Models	2
Automated Data-Driven Selection of the Hyperparameters for Total-Variation-Based Texture Segmentation	2
Corrected Laplace–Beltrami Operators for Digital Surfaces	2
Correction to: Non-congruent non-degenerate curves with identical signatures	2
Scale-Covariant and Scale-Invariant Gaussian Derivative Networks	2
Guest Editorial JMIV Special Issue SSVM’21	2
Guest Editorial: Discrete Geometry and Mathematical Morphology	2
Some Equivalence Relation between Persistent Homology and Morphological Dynamics	2
Combining Image Space and q-Space PDEs for Lossless Compression of Diffusion MR Images	2
Inferring Object Boundaries and Their Roughness with Uncertainty Quantification	2
From Riemannian Trichromacy to Quantum Color Opponency via Hyperbolicity	2
Connections Between Numerical Algorithms for PDEs and Neural Networks	2
Mathematical Properties of Pyramid-Transform-Based Resolution Conversion and Its Applications	2
Multiscale Hierarchical Decomposition Methods for Images Corrupted by Multiplicative Noise	2

Mixing Support Detection-Based Alternating Direction Method of Multipliers for Sparse Hyperspectral Image Unmixing	2
Characterization of hv-Convex Sequences	2
Surface-Based Computation of the Euler Characteristic in the BCC Grid	2
Discrete Morse Functions and Watersheds	2
Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix	2
Three-Dimensional Maximal and Boundary Ghosts	2
Automated Image Restoration and Segmentation Using Mumford–Shah-Like Regularization and Topological Asymptotic Expansion	2
Concentric Ellipse Fitting with Bias Correction and Specialized Geometric-Based Clustering Approach	2
Construction of Generalized Hybrid Trigonometric Bézier Surfaces with Shape Parameters and Their Applications	1
Generalized Polar Coordinate Moments with Quasi Inner Product	1
Adaptive Anisotropic Total Variation: Analysis and Experimental Findings of Nonlinear Spectral Properties	1
Analysis of Joint Shape Variation from Multi-Object Complexes	1
High-Resolution Neural Texture Synthesis with Long-Range Constraints	1
Sufficient Conditions for Topology-Preserving Parallel Reductions on the Face-Centered Cubic Grid	1
A Diffusion Equation for Improving the Robustness of Deep Learning Speckle Removal Model	1
Convex Object(s) Characterization and Segmentation Using Level Set Function	1
Tackling Algorithmic Bias in Neural-Network Classifiers using Wasserstein-2 Regularization	1
Topology- and Perception-Aware Image Vectorization	1
Learning to Generate Wasserstein Barycenters	1
Uncertainty Quantification in Image Segmentation Using the Ambrosio–Tortorelli Approximation of the Mumford–Shah Energy	1
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels	1
Non-Gaussian Noise Removal via Gaussian Denoisers with the Gray Level Indicator	1
Appreciation to the Journal of Mathematical Imaging and Vision Reviewers	1
Globally Optimal Point Set Registration by Joint Symmetry Plane Fitting	1
Active Contour Directed by the Poisson Gradient Vector Field and Edge Tracking	1
A Retinex-Based Selective Segmentation Model for Inhomogeneous Images	1
Estimating Rigid Transformations of Noisy Point Clouds Using the Universal Manifold Embedding	1
Radon Cumulative Distribution Transform Subspace Modeling for Image Classification	1
Regularising Inverse Problems with Generative Machine Learning Models	1
Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging	1
A Novel Discriminant Locality Preserving Projections Method	1
Transporting Deformations of Face Emotions in the Shape Spaces: A Comparison of Different Approaches	1
A Generalisation of Flat Morphology, II: Main Properties, Duality and Hybrid Operators	1
An Algebraic Proof of the Necessary and Sufficient Condition for a P3P Problem Having a Pair of Point-Sharing Solutions	1
Density Functions of Periodic Sequences of Continuous Events	1
Dimensionality Reduction Based on kCCC and Manifold Learning	1
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-Shape Priors for Image Segmentation	1
Deformable Groupwise Image Registration using Low-Rank and Sparse Decomposition	1
Comparison of Two Linearization-Based Methods for 3-D EIT Reconstructions on a Simulated Chest	1
Guest Editorial: Special Issue on Discrete Geometry and Mathematical Morphology	1