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 2020-11-01 to 2024-11-01.)

Article	Citations
Bilevel Parameter Learning for Nonlocal Image Denoising Models	21
On Biases in Displacement Estimation for Image Registration, with a Focus on Photomechanics	18
Color Image Zero-Watermarking Using Accurate Quaternion Generalized Orthogonal Fourier–Mellin Moments	17
A Novel Discriminant Locality Preserving Projections Method	16
Scale-Covariant and Scale-Invariant Gaussian Derivative Networks	14
Radon Cumulative Distribution Transform Subspace Modeling for Image Classification	13
Double Medical Images Zero-Watermarking Algorithm Based on the Chaotic System and Ternary Accurate Polar Complex Exponential Transform	13
PDE-Based Group Equivariant Convolutional Neural Networks	13
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-Shape Priors for Image Segmentation	11
Unbalanced Multi-marginal Optimal Transport	11
Inexact Derivative-Free Optimization for Bilevel Learning	11
On the Tightness of Semidefinite Relaxations for Rotation Estimation	10
On Maximum a Posteriori Estimation with Plug & Play Priors and Stochastic Gradient Descent	10
Fast Quaternion Log-Polar Radial Harmonic Fourier Moments for Color Image Zero-Watermarking	10
PCA-AE: Principal Component Analysis Autoencoder for Organising the Latent Space of Generative Networks	10
Connections Between Numerical Algorithms for PDEs and Neural Networks	10
Scale-Invariant Scale-Channel Networks: Deep Networks That Generalise to Previously Unseen Scales	9
Hough Transform for Detecting Space Curves in Digital 3D Models	9
A Multi-view Camera Model for Line-Scan Cameras with Telecentric Lenses	9
A Generative Model for Texture Synthesis based on Optimal Transport Between Feature Distributions	8
Adaptive Periodic Noise Reduction in Digital Images Using Fuzzy Transform	7
Automated Data-Driven Selection of the Hyperparameters for Total-Variation-Based Texture Segmentation	7
Construction of Generalized Hybrid Trigonometric Bézier Surfaces with Shape Parameters and Their Applications	7
Wavelets in the Deep Learning Era	7
From Riemannian Trichromacy to Quantum Color Opponency via Hyperbolicity	7

A Hierarchical Geodesic Model for Longitudinal Analysis on Manifolds	6
Levenberg–Marquardt Algorithm for Acousto-Electric Tomography based on the Complete Electrode Model	6
A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery	6
CvxPnPL: A Unified Convex Solution to the Absolute Pose Estimation Problem from Point and Line Correspondences	6
Image Scaling by de la Vallée-Poussin Filtered Interpolation	6
Active Contour Directed by the Poisson Gradient Vector Field and Edge Tracking	6
Combining the Band-Limited Parameterization and Semi-Lagrangian Runge–Kutta Integration for Efficient PDE-Constrained LDDMM	5
Tackling Algorithmic Bias in Neural-Network Classifiers using Wasserstein-2 Regularization	5
Convex Object(s) Characterization and Segmentation Using Level Set Function	5
Learning Grayscale Mathematical Morphology with Smooth Morphological Layers	5
On Hamilton–Jacobi PDEs and Image Denoising Models with Certain Nonadditive Noise	5
Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging	5
Globally Optimal Point Set Registration by Joint Symmetry Plane Fitting	5
Image Reconstruction in Light-Sheet Microscopy: Spatially Varying Deconvolution and Mixed Noise	5
Effective Two-Stage Image Segmentation: A New Non-Lipschitz Decomposition Approach with Convergent Algorithm	5
A Quotient Space Formulation for Generative Statistical Analysis of Graphical Data	5
On Inversion-Free Mapping and Distortion Minimization	4
On Convergence of the Arrow–Hurwicz Method for Saddle Point Problems	4
Transporting Deformations of Face Emotions in the Shape Spaces: A Comparison of Different Approaches	4
An Alternative Definition for Digital Convexity	4
Anisotropic Variational Models for Image Denoising Based on Directional Hessian	4
Generation of Tubular and Membranous Shape Textures with Curvature Functionals	4
On a Variational Problem with a Nonstandard Growth Functional and Its Applications to Image Processing	4
Regularising Inverse Problems with Generative Machine Learning Models	4
Efficient Position Estimation of 3D Fluorescent Spherical Beads in Confocal Microscopy via Poisson Denoising	4
Riesz Networks: Scale-Invariant Neural Networks in a Single Forward Pass	3
High-Resolution Neural Texture Synthesis with Long-Range Constraints	3
Some Equivalence Relation between Persistent Homology and Morphological Dynamics	3
A Unified Surface Geometric Framework for Feature-Aware Denoising, Hole Filling and Context-Aware Completion	3
Conditionally Exponential Prior in Focal Near- and Far-Field EEG Source Localization via Randomized Multiresolution Scanning (RAMUS)	3
Video Inpainting Using Advanced Homography-based Registration Method	3
Density Functions of Periodic Sequences of Continuous Events	3
Fast and Robust Certifiable Estimation of the Relative Pose Between Two Calibrated Cameras	3
ADMM-Based Residual Whiteness Principle for Automatic Parameter Selection in Single Image Super-Resolution Problems	3
$$C^2$$ Rational Interpolation Splines with Region Control and Image Interpolation Application	3
Measuring Shape Relations Using r-Parallel Sets	3
eGHWT: The Extended Generalized Haar–Walsh Transform	3
Rigidity Properties of the Blum Medial Axis	3
Poisson Shot Noise Removal by an Oracular Non-Local Algorithm	3
Non-congruent non-degenerate curves with identical signatures	3
Robust PCA via Regularized Reaper with a Matrix-Free Proximal Algorithm	2
Dynamic-Clustering Extreme Intensity Prior Based Blind Image Deblurring	2
Toward a Sparsity Theory on Weighted Lattices	2
An Improved Minimum-Distance Texture Estimator for Speckled Data Under the $$\mathscr {G}^0$$ Model	2
Estimating Rigid Transformations of Noisy Point Clouds Using the Universal Manifold Embedding	2
Non-Gaussian Noise Removal via Gaussian Denoisers with the Gray Level Indicator	2
Characterization of hv-Convex Sequences	2
Morphological Hierarchies: A Unifying Framework with New Trees	2
Complete and Incomplete Sets of Invariants	2
Homotopic Affine Transformations in the 2D Cartesian Grid	2

Elastic 3D–2D Image Registration	2
Silhouette Vectorization by Affine Scale-Space	2
Learning to Generate Wasserstein Barycenters	2
Combining Image Space and q-Space PDEs for Lossless Compression of Diffusion MR Images	2
A Polygonal Approximation for General 4-Contours Corresponding to Weakly Simple Curves	2
About the Incorporation of Topological Prescriptions in CNNs for Medical Image Semantic Segmentation	2
Local Binary Patterns of Segments of a Binary Object for Shape Analysis	2
A Difference-Equation-Based Robust Image Encryption Scheme with Chaotic Permutations and Logic Gates	2
Properties of Morphological Dilation in Max-Plus and Plus-Prod Algebra in Connection with the Fourier Transformation	2
Locating Perspective Three-Point Problem Solutions In Spatial Regions	2
Benefiting from Duplicates of Compressed Data: Shift-Based Holographic Compression of Images	2
A Tighter Relaxation for the Relative Pose Problem Between Cameras	2
Elastic Shape Analysis of Planar Objects Using Tensor Field Representations	2
On Bayesian Posterior Mean Estimators in Imaging Sciences and Hamilton–Jacobi Partial Differential Equations	2
Monotonic Sampling of a Continuous Closed Curve with Respect to Its Gauss Digitization: Application to Length Estimation	1
On the Reconstruction of 3-Uniform Hypergraphs from Degree Sequences of Span-Two	1
Topological Imaging Methods for the Iterative Detection of Multiple Impedance Obstacles	1
Dyadic Partition-Based Training Schemes for TV/TGV Denoising	1
Analysis of (sub-)Riemannian PDE-G-CNNs	1
Boundary Ghosts for Discrete Tomography	1
Eigenbackground Revisited: Can We Model the Background with Eigenvectors?	1
Stochastic Primal–Dual Hybrid Gradient Algorithm with Adaptive Step Sizes	1
Comparison of Two Linearization-Based Methods for 3-D EIT Reconstructions on a Simulated Chest	1
Analysis of Joint Shape Variation from Multi-Object Complexes	1
Surface-Based Computation of the Euler Characteristic in the BCC Grid	1
Towards Off-the-Grid Algorithms for Total Variation Regularized Inverse Problems	1
A Probabilistic Approach to Restore Images Acquired in Underwater Scenes	1
A Variational Model for Deformable Registration of Uni-modal Medical Images with Intensity Biases	1
Analysing ‘Simple’ Image Registrations	1
Consistent Approximation of Interpolating Splines in Image Metamorphosis	1
Differential Oriented Image Foresting Transform and Its Applications to Support High-level Priors for Object Segmentation	1
Learning Linearized Assignment Flows for Image Labeling	1
The Geodesic Distance on the Generalized Gamma Manifold for Texture Image Retrieval	1
Predictive Online Optimisation with Applications to Optical Flow	1
Deformable Groupwise Image Registration using Low-Rank and Sparse Decomposition	1
Topology- and Perception-Aware Image Vectorization	1
Adaptive Anisotropic Total Variation: Analysis and Experimental Findings of Nonlinear Spectral Properties	1
U-Flow: A U-Shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold	1
Efficient and Robust Background Modeling with Dynamic Mode Decomposition	1
Nonlocal Adaptive Biharmonic Regularizer for Image Restoration	1
Learning-Based Non-rigid Video Depth Estimation Using Invariants to Generalized Bas-Relief Transformations	1
An Envelope Operator for Full Convexity to Define Polyhedral Models in Digital Spaces	1
Statistical Model and ML-EM Algorithm for Emission Tomography with Known Movement	1
The Chiral Domain of a Camera Arrangement	1
Geometry Parameter Estimation for Sparse X-Ray Log Imaging	1
Variational Formulation of Dark Channel Prior for Single Image Dehazing	1
A Retinex-Based Selective Segmentation Model for Inhomogeneous Images	1
Mathematical Properties of Pyramid-Transform-Based Resolution Conversion and Its Applications	1
Point Cloud Registration Using Virtual Interest Points from Macaulay’s Resultant of Quadric Surfaces	1
A Physically Admissible Stokes Vector Reconstruction in Linear Polarimetric Imaging	1
Application of Integral Invariants to Apictorial Jigsaw Puzzle Assembly	1
On Particle-Size Distribution of Convex Similar Bodies in $${\mathbb {R}}^3$$	1