OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Mathematical Imaging and Vision is 3. 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 2020-03-01 to 2024-03-01.)

Article	Citations
Non-blind and Blind Deconvolution Under Poisson Noise Using Fractional-Order Total Variation	28
Variational Networks: An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration	21
A two-stage method for spectral–spatial classification of hyperspectral images	20
Bilevel Parameter Learning for Nonlocal Image Denoising Models	17
On Biases in Displacement Estimation for Image Registration, with a Focus on Photomechanics	15
Color Image Zero-Watermarking Using Accurate Quaternion Generalized Orthogonal Fourier–Mellin Moments	15
Image Reconstruction by Minimizing Curvatures on Image Surface	13
A Novel Discriminant Locality Preserving Projections Method	13
Efficient Relative Pose Estimation for Cameras and Generalized Cameras in Case of Known Relative Rotation Angle	12
Double Medical Images Zero-Watermarking Algorithm Based on the Chaotic System and Ternary Accurate Polar Complex Exponential Transform	12
Scale-Covariant and Scale-Invariant Gaussian Derivative Networks	12
A Characterization of Proximity Operators	12
Shape Analysis of Surfaces Using General Elastic Metrics	11
Power Spectral Clustering	10
PDE-Based Group Equivariant Convolutional Neural Networks	10
Inexact Derivative-Free Optimization for Bilevel Learning	9
Radon Cumulative Distribution Transform Subspace Modeling for Image Classification	9
2D Geometric Moment Invariants from the Point of View of the Classical Invariant Theory	8
PCA-AE: Principal Component Analysis Autoencoder for Organising the Latent Space of Generative Networks	8
Scale-Invariant Scale-Channel Networks: Deep Networks That Generalise to Previously Unseen Scales	8
Video Denoising by Combining Patch Search and CNNs	7
A Stochastic Multi-layer Algorithm for Semi-discrete Optimal Transport with Applications to Texture Synthesis and Style Transfer	7
Unbalanced Multi-marginal Optimal Transport	7
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-Shape Priors for Image Segmentation	7
Fast Quaternion Log-Polar Radial Harmonic Fourier Moments for Color Image Zero-Watermarking	7

Ground Metric Learning on Graphs	7
Learning Adaptive Regularization for Image Labeling Using Geometric Assignment	6
Construction of Generalized Hybrid Trigonometric Bézier Surfaces with Shape Parameters and Their Applications	6
Total Variation and Mean Curvature PDEs on the Homogeneous Space of Positions and Orientations	6
Cortical-Inspired Wilson–Cowan-Type Equations for Orientation-Dependent Contrast Perception Modelling	6
A Generative Model for Texture Synthesis based on Optimal Transport Between Feature Distributions	6
Adaptive Periodic Noise Reduction in Digital Images Using Fuzzy Transform	6
Connections Between Numerical Algorithms for PDEs and Neural Networks	6
Computed Tomography Reconstruction with Uncertain View Angles by Iteratively Updated Model Discrepancy	5
Image Morphing in Deep Feature Spaces: Theory and Applications	5
Hough Transform for Detecting Space Curves in Digital 3D Models	5
Levenberg–Marquardt Algorithm for Acousto-Electric Tomography based on the Complete Electrode Model	5
An Additive Approximation to Multiplicative Noise	5
A Quotient Space Formulation for Generative Statistical Analysis of Graphical Data	5
Optimum Cuts in Graphs by General Fuzzy Connectedness with Local Band Constraints	5
Automated Data-Driven Selection of the Hyperparameters for Total-Variation-Based Texture Segmentation	5
On Maximum a Posteriori Estimation with Plug & Play Priors and Stochastic Gradient Descent	5
CvxPnPL: A Unified Convex Solution to the Absolute Pose Estimation Problem from Point and Line Correspondences	4
Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging	4
A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery	4
Efficient Position Estimation of 3D Fluorescent Spherical Beads in Confocal Microscopy via Poisson Denoising	4
A Multi-view Camera Model for Line-Scan Cameras with Telecentric Lenses	4
Image Scaling by de la Vallée-Poussin Filtered Interpolation	4
Temporal Huber Regularization for DCE-MRI	4
On the Tightness of Semidefinite Relaxations for Rotation Estimation	4
Background Subtraction using Adaptive Singular Value Decomposition	4
An Optimized Framework for Plane-Probing Algorithms	4
A Hierarchical Geodesic Model for Longitudinal Analysis on Manifolds	4
On Inversion-Free Mapping and Distortion Minimization	3
Measuring Shape Relations Using r-Parallel Sets	3
Active Contour Directed by the Poisson Gradient Vector Field and Edge Tracking	3
Convex Object(s) Characterization and Segmentation Using Level Set Function	3
Effective Two-Stage Image Segmentation: A New Non-Lipschitz Decomposition Approach with Convergent Algorithm	3
Some Equivalence Relation between Persistent Homology and Morphological Dynamics	3
Learning Grayscale Mathematical Morphology with Smooth Morphological Layers	3
Stochastic Distance Transform: Theory, Algorithms and Applications	3
On a Variational Problem with a Nonstandard Growth Functional and Its Applications to Image Processing	3
On Convergence of the Arrow–Hurwicz Method for Saddle Point Problems	3
$$C^2$$ Rational Interpolation Splines with Region Control and Image Interpolation Application	3
Characterization of Graph-Based Hierarchical Watersheds: Theory and Algorithms	3
High-Resolution Neural Texture Synthesis with Long-Range Constraints	3
Variational Models for Color Image Correction Inspired by Visual Perception and Neuroscience	3
Efficiently Testing Digital Convexity and Recognizing Digital Convex Polygons	3
eGHWT: The Extended Generalized Haar–Walsh Transform	3
Rigidity Properties of the Blum Medial Axis	3
An Elastica-Driven Digital Curve Evolution Model for Image Segmentation	3
Combining the Band-Limited Parameterization and Semi-Lagrangian Runge–Kutta Integration for Efficient PDE-Constrained LDDMM	3
Two Polynomial Time Graph Labeling Algorithms Optimizing Max-Norm-Based Objective Functions	3
Geometric Interpretation of the Multi-solution Phenomenon in the P3P Problem	3
Tackling Algorithmic Bias in Neural-Network Classifiers using Wasserstein-2 Regularization	3

Regularising Inverse Problems with Generative Machine Learning Models	3
Transporting Deformations of Face Emotions in the Shape Spaces: A Comparison of Different Approaches	3
From Riemannian Trichromacy to Quantum Color Opponency via Hyperbolicity	3
Fast and Robust Certifiable Estimation of the Relative Pose Between Two Calibrated Cameras	3
PDE Evolutions for M-Smoothers in One, Two, and Three Dimensions	3
An Alternative Definition for Digital Convexity	3