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 2021-08-01 to 2025-08-01.)

Article	Citations
Learning Grayscale Mathematical Morphology with Smooth Morphological Layers	24
Continuous Well-Composedness Implies Digital Well-Composedness in n-D	23
A Structured L-BFGS Method with Diagonal Scaling and Its Application to Image Registration	20
Enforcing Geometrical Priors in Deep Networks for Semantic Segmentation Applied to Radiotherapy Planning	19
An Edge-Preserving Regularization Model for the Demosaicing of Noisy Color Images	18
Wavelet-Based Multiscale Flow For Realistic Image Deformation in the Large Diffeomorphic Deformation Model Framework	18
Texture Matching GAN for CT Image Enhancement	15
Batch-Less Stochastic Gradient Descent for Compressive Learning of Deep Regularization for Image Denoising	14
Enhancing a Kernel Method for Shape Analysis in Kendall Space	14
Application of Integral Invariants to Apictorial Jigsaw Puzzle Assembly	13
Characterization of hv-Convex Sequences	13
Connections Between Numerical Algorithms for PDEs and Neural Networks	13
Using the Split Bregman Algorithm to Solve the Self-repelling Snakes Model	13
Convex Object(s) Characterization and Segmentation Using Level Set Function	12
Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging	12
Multiscale Hierarchical Decomposition Methods for Images Corrupted by Multiplicative Noise	12
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels	11
High-Resolution Neural Texture Synthesis with Long-Range Constraints	10
Finding Space-Time Boundaries with Deformable Hypersurfaces	9
Unrestricted Sequential Discrete Morphological Neural Networks	9
A Variational Approach for Joint Image Recovery and Feature Extraction Based on Spatially Varying Generalised Gaussian Models	9
The Geodesic Distance on the Generalized Gamma Manifold for Texture Image Retrieval	9
Regularising Inverse Problems with Generative Machine Learning Models	9
Differential Oriented Image Foresting Transform and Its Applications to Support High-level Priors for Object Segmentation	8
Parallelly Sliced Optimal Transport on Spheres and on the Rotation Group	7

Generalised Watson Distribution on the Hypersphere with Applications to Clustering	7
Scale Generalisation Properties of Extended Scale-Covariant and Scale-Invariant Gaussian Derivative Networks on Image Datasets with Spatial Scaling Variations	7
Introducing Poset-Based Connected n-Manifolds and $$\mathcal {P}$$-well-composedness in Partially Ordered Sets	7
A $$\varGamma $$-Convergence Result and An Off-the-Grid Charge Algorithm for Curve Reconstruction in Inverse Problems	7
Wavelets in the Deep Learning Era	7
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping	6
Linear and Nonlinear Generative Models for ‘Zero-Shot’ Image Denoising in the Limit of Few Photons	6
The Role of the Deltoidal Surface in the Solution Variation of the P3P Problem	6
A Generative Model for Texture Synthesis based on Optimal Transport Between Feature Distributions	6
Computing the Minimal Perimeter Polygon for Sets of Rectangular Tiles based on Visibility Cones	6
New Properties for Full Convex Sets and Full Convex Hulls	5
About the Incorporation of Topological Prescriptions in CNNs for Medical Image Semantic Segmentation	5
A Hierarchical Geodesic Model for Longitudinal Analysis on Manifolds	5
Statistical Modeling of Deep Features to Reduce False Alarms in Video Change Detection	5
Conditionally Exponential Prior in Focal Near- and Far-Field EEG Source Localization via Randomized Multiresolution Scanning (RAMUS)	5
Consistent Approximation of Interpolating Splines in Image Metamorphosis	5
Morse Sequences: A Simple Approach to Discrete Morse Theory	5
Learning-Based Non-rigid Video Depth Estimation Using Invariants to Generalized Bas-Relief Transformations	5
Nonlocal Adaptive Biharmonic Regularizer for Image Restoration	4
LAMA-Net: A Convergent Network Architecture for Dual-Domain Reconstruction	4
U-Flow: A U-Shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold	4
Corrected Laplace–Beltrami Operators for Digital Surfaces	4
eGHWT: The Extended Generalized Haar–Walsh Transform	4
Scale-Covariant and Scale-Invariant Gaussian Derivative Networks	4
A Polygonal Approximation for General 4-Contours Corresponding to Weakly Simple Curves	4
Guest Editorial JMIV Special Issue SSVM’21	4
Hypergraph p-Laplacians and Scale Spaces	4
Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix	4
Information-Theoretic Registration with Explicit Reorientation of Diffusion-Weighted Images	4
Non-Gaussian Noise Removal via Gaussian Denoisers with the Gray Level Indicator	4
Convexity in ReLU Neural Networks: Beyond ICNNs?	3
Cell Counting with Trainable h-Maxima and Connected Component Layers	3
An Exact Radon Formula for Lambertian Tomography	3
Tackling Algorithmic Bias in Neural-Network Classifiers using Wasserstein-2 Regularization	3
Stochastic Primal–Dual Hybrid Gradient Algorithm with Adaptive Step Sizes	3
Image Reconstruction in Light-Sheet Microscopy: Spatially Varying Deconvolution and Mixed Noise	3
Efficient Model-Based Deep Learning via Network Pruning and Fine-Tuning	3
Correction: Sufficient Conditions for Topology-Preserving Parallel Reductions on the Face-Centered Cubic Grid	3
Anisotropic Variational Models for Image Denoising Based on Directional Hessian	3
A Retinex-Based Selective Segmentation Model for Inhomogeneous Images	3
Fast Quaternion Log-Polar Radial Harmonic Fourier Moments for Color Image Zero-Watermarking	3
Recognition of Pieces of Arithmetic Hyperplanes Using the Stern–Brocot Tree	3
Towards Off-the-Grid Algorithms for Total Variation Regularized Inverse Problems	2
Mixing Support Detection-Based Alternating Direction Method of Multipliers for Sparse Hyperspectral Image Unmixing	2
A Multi-view Camera Model for Line-Scan Cameras with Telecentric Lenses	2
CvxPnPL: A Unified Convex Solution to the Absolute Pose Estimation Problem from Point and Line Correspondences	2
Dyadic Partition-Based Training Schemes for TV/TGV Denoising	2
Appreciation to the Journal of Mathematical Imaging and Vision Reviewers	2
Enhancing Dynamic CT Image Reconstruction with Neural Fields and Optical Flow	2
Neural Field Equations with Time-Periodic External Inputs and Some Applications to Visual Processing	2

Mathematical Properties of Pyramid-Transform-Based Resolution Conversion and Its Applications	2
Some Equivalence Relation between Persistent Homology and Morphological Dynamics	2
A New Insight into the Epipole from Four Point Correspondences in Two Calibrated Views	2
An Alternative Definition for Digital Convexity	2
Cartoon–Texture Image Decomposition Using Least Squares and Low-Rank Regularization	2
Assessing the Role of Datasets in the Generalization of Motion Deblurring Methods to Real Images	2
Fuzzy Circularity: A New Fuzzy Shape-Based Descriptor of the Object	2
PDE-CNNs: Axiomatic Derivations and Applications	2
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-Shape Priors for Image Segmentation	2
Learning to Generate Wasserstein Barycenters	2
Morphological Hierarchies: A Unifying Framework with New Trees	2
Local Binary Patterns of Segments of a Binary Object for Shape Analysis	2
Assessing Hierarchies by Their Consistent Segmentations	2
Vectorial Fractional-Order Regularizer-Based Diffeomorphic Image Registration Model and its Numerical Algorithm	2
Discrete Approximations of Gaussian Smoothing and Gaussian Derivatives	2
Mathematical Morphology on Directional Data	2
Concentric Ellipse Fitting with Bias Correction and Specialized Geometric-Based Clustering Approach	2
Discrete Morse Functions and Watersheds	1
Hough Transform for Detecting Space Curves in Digital 3D Models	1
ADMM-Based Residual Whiteness Principle for Automatic Parameter Selection in Single Image Super-Resolution Problems	1
Generalized Inversion of Nonlinear Operators	1
Generative Assignment Flows for Representing and Learning Joint Distributions of Discrete Data	1
Computation of 2D Continuous Geometric Moments Through Inclusion–Exclusion	1
Learning Linearized Assignment Flows for Image Labeling	1
On a Variational Problem with a Nonstandard Growth Functional and Its Applications to Image Processing	1
Regularised Diffusion–Shock Inpainting	1
Amplitude Mean of Functional Data on $$\mathbb {S}^2$$ and its Accurate Computation	1
An Algebraic Proof of the Necessary and Sufficient Condition for a P3P Problem Having a Pair of Point-Sharing Solutions	1
Inferring Object Boundaries and Their Roughness with Uncertainty Quantification	1
On Maximum a Posteriori Estimation with Plug & Play Priors and Stochastic Gradient Descent	1
A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery	1
A Multi-spectral Geometric Approach for Shape Analysis	1
Homotopic Affine Transformations in the 2D Cartesian Grid	1
Toward a Sparsity Theory on Weighted Lattices	1
On the Singular Points Approached by the Medial Axis	1
The Chiral Domain of a Camera Arrangement	1
General Deformations of Point Configurations Viewed By a Pinhole Model Camera	1
A New Prediction–Correction Primal–Dual Hybrid Gradient Algorithm for Solving Convex Minimization Problems with Linear Constraints	1
Generalized Polar Coordinate Moments with Quasi Inner Product	1
A Stochastic-Geometrical Framework for Object Pose Estimation Based on Mixture Models Avoiding the Correspondence Problem	1
Randomized Primal-Dual Algorithm with Arbitrary Sampling: Convergence Theory and Applications to Parallel MRI	1
Morphology on Categorical Distributions	1
PCA-AE: Principal Component Analysis Autoencoder for Organising the Latent Space of Generative Networks	1
Classification of Deformable Smooth Shapes Through Geodesic Flows of Diffeomorphisms	1
State Estimation of Time-Varying MRI with Radial Golden Angle Sampling	1
Geometry Parameter Estimation for Sparse X-Ray Log Imaging	1
Blind Image Inpainting with Sparse Directional Filter Dictionaries for Lightweight CNNs	1
A Unified Surface Geometric Framework for Feature-Aware Denoising, Hole Filling and Context-Aware Completion	1
Dynamic-Clustering Extreme Intensity Prior Based Blind Image Deblurring	1