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 2022-08-01 to 2026-08-01.)

Article	Citations
Texture Matching GAN for CT Image Enhancement	28
Multivalued Component Tree: New Results and a Bridge Between Partial and Total Partition Trees	23
Wavelet-Based Multiscale Flow For Realistic Image Deformation in the Large Diffeomorphic Deformation Model Framework	23
An Edge-Preserving Regularization Model for the Demosaicing of Noisy Color Images	20
A Structured L-BFGS Method with Diagonal Scaling and Its Application to Image Registration	20
Vectorial Total Symmetric Variation and Applications to Color Image Decomposition	19
Batch-Less Stochastic Gradient Descent for Compressive Learning of Deep Regularization for Image Denoising	17
Multiscale Hierarchical Decomposition Methods for Images Corrupted by Multiplicative Noise	15
A Riemannian Covariance for Manifold-Valued Data	14
Image Denoising via $$L^2$$-Norm of Anisotropic Mean Curvature of Image Surface	13
Application of Integral Invariants to Apictorial Jigsaw Puzzle Assembly	11
Enhancing a Kernel Method for Shape Analysis in Kendall Space	11
Finding Space-Time Boundaries with Deformable Hypersurfaces	10
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels	10
Regularising Inverse Problems with Generative Machine Learning Models	10
Unrestricted Sequential Discrete Morphological Neural Networks	9
Plug and Play Splitting Techniques for Poisson Image Restoration	9
A Variational Approach for Joint Image Recovery and Feature Extraction Based on Spatially Varying Generalised Gaussian Models	9
Minimizing Mean Curvature of Image Surface via Bilinear Decomposition for Image Reconstruction	8
Generalised Watson Distribution on the Hypersphere with Applications to Clustering	8
Scale Generalisation Properties of Extended Scale-Covariant and Scale-Invariant Gaussian Derivative Networks on Image Datasets with Spatial Scaling Variations	8
Sigma Flows for Image and Data Labeling and Learning Structured Prediction	7
Differential Oriented Image Foresting Transform and Its Applications to Support High-level Priors for Object Segmentation	7
Robust Dynamic SPECT Reconstruction with Scarce Angular and Limited Temporal Sampling	6
A $$\varGamma $$-Convergence Result and An Off-the-Grid Charge Algorithm for Curve Reconstruction in Inverse Problems	6

Wavelets in the Deep Learning Era	6
Morse Sequences: A Simple Approach to Discrete Morse Theory	5
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping	5
Introducing Poset-Based Connected n-Manifolds and $$\mathcal {P}$$-well-composedness in Partially Ordered Sets	5
Consistent Approximation of Interpolating Splines in Image Metamorphosis	5
Hybrid Lie Semi-Group and Cascade Structures for the Generalized Gaussian Derivative Model for Visual Receptive Fields	5
Parallelly Sliced Optimal Transport on Spheres and on the Rotation Group	5
Computing the Minimal Perimeter Polygon for Sets of Rectangular Tiles based on Visibility Cones	5
Linear and Nonlinear Generative Models for ‘Zero-Shot’ Image Denoising in the Limit of Few Photons	5
LAMA-Net: A Convergent Network Architecture for Dual-Domain Reconstruction	4
Nonlocal Adaptive Biharmonic Regularizer for Image Restoration	4
About the Incorporation of Topological Prescriptions in CNNs for Medical Image Semantic Segmentation	4
Hypergraph p-Laplacians and Scale Spaces	4
An Adaptively Inexact Method for Bilevel Learning Using Primal–Dual-Style Differentiation	4
A Non-convex Regularization Fusing Low-rankness and Smoothness for Tensor Recovery	4
New Properties for Full Convex Sets and Full Convex Hulls	4
Statistical Modeling of Deep Features to Reduce False Alarms in Video Change Detection	4
Two Models for Surface Segmentation using the Total Variation of the Normal Vector	4
MG-SpaIR: Multi-Grade Sparse-Guided Implicit Representation for Training-Data-Free Image Restoration	3
Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix	3
Non-Gaussian Noise Removal via Gaussian Denoisers with the Gray Level Indicator	3
Anisotropic Variational Models for Image Denoising Based on Directional Hessian	3
U-Flow: A U-Shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold	3
Corrected Laplace–Beltrami Operators for Digital Surfaces	3
Training Morphological Perceptron with Competitive Layer using Convex-Concave Procedure	3
Implicit Reconstruction from Point Cloud: An Adaptive Level Set-Based Semi-Lagrangian Method	3
Guest Editorial JMIV Special Issue SSVM’21	3
A Theoretical Analysis of Velocity Estimation from Multiple Independent Optical-Flow Sensors	3
Two-view CBCT Reconstruction via Preconditioned Gradient Descent with Plug-and-play Diffusion Anatomical Prior	3
A Retinex-Based Selective Segmentation Model for Inhomogeneous Images	3
Convexity in ReLU Neural Networks: Beyond ICNNs?	3