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 2021-06-01 to 2025-06-01.)

Article	Citations
Enforcing Geometrical Priors in Deep Networks for Semantic Segmentation Applied to Radiotherapy Planning	21
Learning Grayscale Mathematical Morphology with Smooth Morphological Layers	21
Fast and Robust Certifiable Estimation of the Relative Pose Between Two Calibrated Cameras	19
Continuous Well-Composedness Implies Digital Well-Composedness in n-D	18
A Structured L-BFGS Method with Diagonal Scaling and Its Application to Image Registration	17
An Edge-Preserving Regularization Model for the Demosaicing of Noisy Color Images	17
Wavelet-Based Multiscale Flow For Realistic Image Deformation in the Large Diffeomorphic Deformation Model Framework	15
Enhancing a Kernel Method for Shape Analysis in Kendall Space	15
Using the Split Bregman Algorithm to Solve the Self-repelling Snakes Model	13
Characterization of hv-Convex Sequences	13
Batch-Less Stochastic Gradient Descent for Compressive Learning of Deep Regularization for Image Denoising	12
Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging	12
Multiscale Hierarchical Decomposition Methods for Images Corrupted by Multiplicative Noise	12
Convex Object(s) Characterization and Segmentation Using Level Set Function	12
Application of Integral Invariants to Apictorial Jigsaw Puzzle Assembly	12
Connections Between Numerical Algorithms for PDEs and Neural Networks	12
Regularising Inverse Problems with Generative Machine Learning Models	10
High-Resolution Neural Texture Synthesis with Long-Range Constraints	10
Variances of Surface Area Estimators Based on Pixel Configuration Counts	9
A Variational Approach for Joint Image Recovery and Feature Extraction Based on Spatially Varying Generalised Gaussian Models	9
Finding Space-Time Boundaries with Deformable Hypersurfaces	9
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels	9
Scale Generalisation Properties of Extended Scale-Covariant and Scale-Invariant Gaussian Derivative Networks on Image Datasets with Spatial Scaling Variations	7
Wavelets in the Deep Learning Era	7
Introducing Poset-Based Connected n-Manifolds and $$\mathcal {P}$$-well-composedness in Partially Ordered Sets	7

The Geodesic Distance on the Generalized Gamma Manifold for Texture Image Retrieval	7
Differential Oriented Image Foresting Transform and Its Applications to Support High-level Priors for Object Segmentation	7
Parallelly Sliced Optimal Transport on Spheres and on the Rotation Group	7
Generalised Watson Distribution on the Hypersphere with Applications to Clustering	7
A $$\varGamma $$-Convergence Result and An Off-the-Grid Charge Algorithm for Curve Reconstruction in Inverse Problems	7
Linear and Nonlinear Generative Models for ‘Zero-Shot’ Image Denoising in the Limit of Few Photons	6
Conditionally Exponential Prior in Focal Near- and Far-Field EEG Source Localization via Randomized Multiresolution Scanning (RAMUS)	6
Computing the Minimal Perimeter Polygon for Sets of Rectangular Tiles based on Visibility Cones	6
A Hierarchical Geodesic Model for Longitudinal Analysis on Manifolds	5
Nonlocal Adaptive Biharmonic Regularizer for Image Restoration	5
A Generative Model for Texture Synthesis based on Optimal Transport Between Feature Distributions	5
Learning-Based Non-rigid Video Depth Estimation Using Invariants to Generalized Bas-Relief Transformations	5
Statistical Modeling of Deep Features to Reduce False Alarms in Video Change Detection	5
The Role of the Deltoidal Surface in the Solution Variation of the P3P Problem	5
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
Consistent Approximation of Interpolating Splines in Image Metamorphosis	5
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping	5
Morse Sequences: A Simple Approach to Discrete Morse Theory	4
eGHWT: The Extended Generalized Haar–Walsh Transform	4
Corrected Laplace–Beltrami Operators for Digital Surfaces	4
Scale-Covariant and Scale-Invariant Gaussian Derivative Networks	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
Guest Editorial JMIV Special Issue SSVM’21	4
Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix	4
Hypergraph p-Laplacians and Scale Spaces	4
Non-Gaussian Noise Removal via Gaussian Denoisers with the Gray Level Indicator	4
A Polygonal Approximation for General 4-Contours Corresponding to Weakly Simple Curves	4
Image Reconstruction in Light-Sheet Microscopy: Spatially Varying Deconvolution and Mixed Noise	3
Dimensionality Reduction Based on kCCC and Manifold Learning	3
Fast Quaternion Log-Polar Radial Harmonic Fourier Moments for Color Image Zero-Watermarking	3
Efficient Model-Based Deep Learning via Network Pruning and Fine-Tuning	3
Anisotropic Variational Models for Image Denoising Based on Directional Hessian	3
Cell Counting with Trainable h-Maxima and Connected Component Layers	3
A Retinex-Based Selective Segmentation Model for Inhomogeneous Images	3
Assessing Hierarchies by Their Consistent Segmentations	3
Stochastic Primal–Dual Hybrid Gradient Algorithm with Adaptive Step Sizes	3
Tackling Algorithmic Bias in Neural-Network Classifiers using Wasserstein-2 Regularization	3
Information-Theoretic Registration with Explicit Reorientation of Diffusion-Weighted Images	3
An Exact Radon Formula for Lambertian Tomography	3
Correction: Sufficient Conditions for Topology-Preserving Parallel Reductions on the Face-Centered Cubic Grid	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
Cartoon–Texture Image Decomposition Using Least Squares and Low-Rank Regularization	2
Appreciation to the Journal of Mathematical Imaging and Vision Reviewers	2
Dyadic Partition-Based Training Schemes for TV/TGV Denoising	2
Double Medical Images Zero-Watermarking Algorithm Based on the Chaotic System and Ternary Accurate Polar Complex Exponential Transform	2
PDE-CNNs: Axiomatic Derivations and Applications	2
Mathematical Morphology on Directional Data	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
A Multi-view Camera Model for Line-Scan Cameras with Telecentric Lenses	2
Assessing the Role of Datasets in the Generalization of Motion Deblurring Methods to Real Images	2
Recognition of Pieces of Arithmetic Hyperplanes Using the Stern–Brocot Tree	2
A Variational Model for Deformable Registration of Uni-modal Medical Images with Intensity Biases	2
Discrete Approximations of Gaussian Smoothing and Gaussian Derivatives	2
Learning to Generate Wasserstein Barycenters	2
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-Shape Priors for Image Segmentation	2
Morphological Hierarchies: A Unifying Framework with New Trees	2
CvxPnPL: A Unified Convex Solution to the Absolute Pose Estimation Problem from Point and Line Correspondences	2
An Alternative Definition for Digital Convexity	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
General Deformations of Point Configurations Viewed By a Pinhole Model Camera	2
Concentric Ellipse Fitting with Bias Correction and Specialized Geometric-Based Clustering Approach	2
Hough Transform for Detecting Space Curves in Digital 3D Models	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
Geometry Parameter Estimation for Sparse X-Ray Log Imaging	1
The Chiral Domain of a Camera Arrangement	1
Classification of Deformable Smooth Shapes Through Geodesic Flows of Diffeomorphisms	1
A Multi-spectral Geometric Approach for Shape Analysis	1
Morphology on Categorical Distributions	1
A Unified Surface Geometric Framework for Feature-Aware Denoising, Hole Filling and Context-Aware Completion	1
Homotopic Affine Transformations in the 2D Cartesian Grid	1
On the Singular Points Approached by the Medial Axis	1
Regularised Diffusion–Shock Inpainting	1
Blind Image Inpainting with Sparse Directional Filter Dictionaries for Lightweight CNNs	1
Toward a Sparsity Theory on Weighted Lattices	1
Generalized Inversion of Nonlinear Operators	1
Generative Assignment Flows for Representing and Learning Joint Distributions of Discrete Data	1
ADMM-Based Residual Whiteness Principle for Automatic Parameter Selection in Single Image Super-Resolution Problems	1
Dynamic-Clustering Extreme Intensity Prior Based Blind Image Deblurring	1
A New Prediction–Correction Primal–Dual Hybrid Gradient Algorithm for Solving Convex Minimization Problems with Linear Constraints	1
Amplitude Mean of Functional Data on $$\mathbb {S}^2$$ and its Accurate Computation	1
On Inversion-Free Mapping and Distortion Minimization	1
State Estimation of Time-Varying MRI with Radial Golden Angle Sampling	1
Computation of 2D Continuous Geometric Moments Through Inclusion–Exclusion	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
PCA-AE: Principal Component Analysis Autoencoder for Organising the Latent Space of Generative Networks	1