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 2021-04-01 to 2025-04-01.)

Article	Citations
A New Insight into the Epipole from Four Point Correspondences in Two Calibrated Views	21
Fuzzy Circularity: A New Fuzzy Shape-Based Descriptor of the Object	20
Local Binary Patterns of Segments of a Binary Object for Shape Analysis	18
Morse Sequences: A Simple Approach to Discrete Morse Theory	17
Appreciation to Journal of Mathematical Imaging and Vision Reviewers	17
Understanding the Deltoid Phenomenon in the Perspective 3-Point (P3P) Problem	16
PDE-CNNs: Axiomatic Derivations and Applications	15
Learning Grayscale Mathematical Morphology with Smooth Morphological Layers	15
Wavelet-Based Multiscale Flow For Realistic Image Deformation in the Large Diffeomorphic Deformation Model Framework	13
A Stochastic-Geometrical Framework for Object Pose Estimation Based on Mixture Models Avoiding the Correspondence Problem	11
New Properties for Full Convex Sets and Full Convex Hulls	11
Learning-Based Non-rigid Video Depth Estimation Using Invariants to Generalized Bas-Relief Transformations	10
A Structured L-BFGS Method with Diagonal Scaling and Its Application to Image Registration	10
A Hierarchical Geodesic Model for Longitudinal Analysis on Manifolds	10
Generalised Diffusion Probabilistic Scale-Spaces	10
Morphology on Categorical Distributions	10
Pairwise Rigid Registration Based on Riemannian Geometry and Lie Structures of Orientation Tensors	9
A Probabilistic Approach to Restore Images Acquired in Underwater Scenes	8
Fast and Robust Certifiable Estimation of the Relative Pose Between Two Calibrated Cameras	8
A Variational Model for Deformable Registration of Uni-modal Medical Images with Intensity Biases	7
Continuous Well-Composedness Implies Digital Well-Composedness in n-D	7
Topological Imaging Methods for the Iterative Detection of Multiple Impedance Obstacles	7
Complete and Incomplete Sets of Invariants	7
Monotonic Sampling of a Continuous Closed Curve with Respect to Its Gauss Digitization: Application to Length Estimation	7
Subspace Discrimination for Multiway Data	6

A Graph Multi-separator Problem for Image Segmentation	6
Consistent Approximation of Interpolating Splines in Image Metamorphosis	6
Cortically Based Optimal Transport	6
On Bayesian Posterior Mean Estimators in Imaging Sciences and Hamilton–Jacobi Partial Differential Equations	6
Discrete Approximations of Gaussian Smoothing and Gaussian Derivatives	6
Generalized Inversion of Nonlinear Operators	6
About the Incorporation of Topological Prescriptions in CNNs for Medical Image Semantic Segmentation	5
Nonlocal Adaptive Biharmonic Regularizer for Image Restoration	5
A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery	5
A Multi-spectral Geometric Approach for Shape Analysis	4
Enforcing Geometrical Priors in Deep Networks for Semantic Segmentation Applied to Radiotherapy Planning	4
Hough Transform for Detecting Space Curves in Digital 3D Models	4
Automated Data-Driven Selection of the Hyperparameters for Total-Variation-Based Texture Segmentation	4
Convergent Plug-and-Play with Proximal Denoiser and Unconstrained Regularization Parameter	4
On Maximum a Posteriori Estimation with Plug & Play Priors and Stochastic Gradient Descent	4
Spatiotemporal Kernel of a Three-Component Differential Equation Model with Self-control Mechanism in Vision	4
Statistical Modeling of Deep Features to Reduce False Alarms in Video Change Detection	4
An Edge-Preserving Regularization Model for the Demosaicing of Noisy Color Images	4
Correction: Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix	4
Morphological Hierarchies: A Unifying Framework with New Trees	4
Irregularity Index for Vector-Valued Morphological Operators	3
Efficient and Robust Background Modeling with Dynamic Mode Decomposition	3
Towards Off-the-Grid Algorithms for Total Variation Regularized Inverse Problems	3
Re-initialization-Free Level Set Method via Molecular Beam Epitaxy Equation Regularization for Image Segmentation	3
Elastic Shape Analysis of Planar Objects Using Tensor Field Representations	3
Generation of Tubular and Membranous Shape Textures with Curvature Functionals	3
Characterization of hv-Convex Sequences	3
Image Scaling by de la Vallée-Poussin Filtered Interpolation	3
Some Equivalence Relation between Persistent Homology and Morphological Dynamics	3
Using the Split Bregman Algorithm to Solve the Self-repelling Snakes Model	3
Inferring Object Boundaries and Their Roughness with Uncertainty Quantification	3
A Polygonal Approximation for General 4-Contours Corresponding to Weakly Simple Curves	3
Application of Integral Invariants to Apictorial Jigsaw Puzzle Assembly	3
Correction to: Non-congruent non-degenerate curves with identical signatures	3
A Physically Admissible Stokes Vector Reconstruction in Linear Polarimetric Imaging	3
Bilevel Parameter Learning for Nonlocal Image Denoising Models	3
eGHWT: The Extended Generalized Haar–Walsh Transform	3
Mixing Support Detection-Based Alternating Direction Method of Multipliers for Sparse Hyperspectral Image Unmixing	2
On Strong Basins of Attractions for Non-convex Sparse Spike Estimation: Upper and Lower Bounds	2
Surface-Based Computation of the Euler Characteristic in the BCC Grid	2
U-Flow: A U-Shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold	2
Combining Image Space and q-Space PDEs for Lossless Compression of Diffusion MR Images	2
Guest Editorial JMIV Special Issue SSVM’21	2
Guest Editorial: Special Issue on Discrete Geometry and Mathematical Morphology	2
Discrete Morse Functions and Watersheds	2
Corrected Laplace–Beltrami Operators for Digital Surfaces	2
Multiscale Hierarchical Decomposition Methods for Images Corrupted by Multiplicative Noise	2
A Tighter Relaxation for the Relative Pose Problem Between Cameras	2
Guest Editorial: Discrete Geometry and Mathematical Morphology	2
A Generalisation of Flat Morphology, II: Main Properties, Duality and Hybrid Operators	2

Connections Between Numerical Algorithms for PDEs and Neural Networks	2
Batch-Less Stochastic Gradient Descent for Compressive Learning of Deep Regularization for Image Denoising	2
Enhancing a Kernel Method for Shape Analysis in Kendall Space	2
Hypergraph p-Laplacians and Scale Spaces	2
Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix	2
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels	2
Concentric Ellipse Fitting with Bias Correction and Specialized Geometric-Based Clustering Approach	2
Convex Object(s) Characterization and Segmentation Using Level Set Function	2
Density Functions of Periodic Sequences of Continuous Events	2
Topology- and Perception-Aware Image Vectorization	1
Sufficient Conditions for Topology-Preserving Parallel Reductions on the Face-Centered Cubic Grid	1
Scale-Covariant and Scale-Invariant Gaussian Derivative Networks	1
Radon Cumulative Distribution Transform Subspace Modeling for Image Classification	1
High-Resolution Neural Texture Synthesis with Long-Range Constraints	1
Adaptive Anisotropic Total Variation: Analysis and Experimental Findings of Nonlinear Spectral Properties	1
Estimating Rigid Transformations of Noisy Point Clouds Using the Universal Manifold Embedding	1
Regularising Inverse Problems with Generative Machine Learning Models	1
Construction of Generalized Hybrid Trigonometric Bézier Surfaces with Shape Parameters and Their Applications	1
Generalized Polar Coordinate Moments with Quasi Inner Product	1
An Algebraic Proof of the Necessary and Sufficient Condition for a P3P Problem Having a Pair of Point-Sharing Solutions	1
Mathematical Properties of Pyramid-Transform-Based Resolution Conversion and Its Applications	1
Deformable Groupwise Image Registration using Low-Rank and Sparse Decomposition	1
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-Shape Priors for Image Segmentation	1
Non-Gaussian Noise Removal via Gaussian Denoisers with the Gray Level Indicator	1
Three-Dimensional Maximal and Boundary Ghosts	1
Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging	1
Transporting Deformations of Face Emotions in the Shape Spaces: A Comparison of Different Approaches	1
Automated Image Restoration and Segmentation Using Mumford–Shah-Like Regularization and Topological Asymptotic Expansion	1
Learning to Generate Wasserstein Barycenters	1
Comparison of Two Linearization-Based Methods for 3-D EIT Reconstructions on a Simulated Chest	1
Fast Quaternion Log-Polar Radial Harmonic Fourier Moments for Color Image Zero-Watermarking	1
Analysis of Joint Shape Variation from Multi-Object Complexes	1
Uncertainty Quantification in Image Segmentation Using the Ambrosio–Tortorelli Approximation of the Mumford–Shah Energy	1