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 2020-11-01 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
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
Radon Cumulative Distribution Transform Subspace Modeling for Image Classification	13
Unbalanced Multi-marginal Optimal Transport	11
Inexact Derivative-Free Optimization for Bilevel Learning	11
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-Shape Priors for Image Segmentation	11
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
On the Tightness of Semidefinite Relaxations for Rotation Estimation	10
On Maximum a Posteriori Estimation with Plug & Play Priors and Stochastic Gradient Descent	10
Hough Transform for Detecting Space Curves in Digital 3D Models	9
A Multi-view Camera Model for Line-Scan Cameras with Telecentric Lenses	9
Scale-Invariant Scale-Channel Networks: Deep Networks That Generalise to Previously Unseen Scales	9
A Generative Model for Texture Synthesis based on Optimal Transport Between Feature Distributions	8
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
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

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
A Hierarchical Geodesic Model for Longitudinal Analysis on Manifolds	6
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
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
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
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
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
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