OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Mathematical Imaging and Vision is 4. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Texture Matching GAN for CT Image Enhancement	33
Continuous Well-Composedness Implies Digital Well-Composedness in n-D	33
Enforcing Geometrical Priors in Deep Networks for Semantic Segmentation Applied to Radiotherapy Planning	25
An Edge-Preserving Regularization Model for the Demosaicing of Noisy Color Images	22
Wavelet-Based Multiscale Flow For Realistic Image Deformation in the Large Diffeomorphic Deformation Model Framework	21
A Structured L-BFGS Method with Diagonal Scaling and Its Application to Image Registration	17
Multivalued Component Tree: New Results and a Bridge Between Partial and Total Partition Trees	16
Learning Grayscale Mathematical Morphology with Smooth Morphological Layers	16
Batch-Less Stochastic Gradient Descent for Compressive Learning of Deep Regularization for Image Denoising	15
Multiscale Hierarchical Decomposition Methods for Images Corrupted by Multiplicative Noise	15
Characterization of hv-Convex Sequences	14
Enhancing a Kernel Method for Shape Analysis in Kendall Space	14
Using the Split Bregman Algorithm to Solve the Self-repelling Snakes Model	14
Application of Integral Invariants to Apictorial Jigsaw Puzzle Assembly	14
Connections Between Numerical Algorithms for PDEs and Neural Networks	13
Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging	13
High-Resolution Neural Texture Synthesis with Long-Range Constraints	13
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels	12
Regularising Inverse Problems with Generative Machine Learning Models	11
The Geodesic Distance on the Generalized Gamma Manifold for Texture Image Retrieval	11
Finding Space-Time Boundaries with Deformable Hypersurfaces	11
Minimizing Mean Curvature of Image Surface via Bilinear Decomposition for Image Reconstruction	10
Unrestricted Sequential Discrete Morphological Neural Networks	10
Differential Oriented Image Foresting Transform and Its Applications to Support High-level Priors for Object Segmentation	9
Plug and Play Splitting Techniques for Poisson Image Restoration	9

Wavelets in the Deep Learning Era	9
Generalised Watson Distribution on the Hypersphere with Applications to Clustering	9
A Variational Approach for Joint Image Recovery and Feature Extraction Based on Spatially Varying Generalised Gaussian Models	9
Sigma Flows for Image and Data Labeling and Learning Structured Prediction	8
Parallelly Sliced Optimal Transport on Spheres and on the Rotation Group	8
Scale Generalisation Properties of Extended Scale-Covariant and Scale-Invariant Gaussian Derivative Networks on Image Datasets with Spatial Scaling Variations	8
Introducing Poset-Based Connected n-Manifolds and $$\mathcal {P}$$-well-composedness in Partially Ordered Sets	8
A $$\varGamma $$-Convergence Result and An Off-the-Grid Charge Algorithm for Curve Reconstruction in Inverse Problems	8
Linear and Nonlinear Generative Models for ‘Zero-Shot’ Image Denoising in the Limit of Few Photons	7
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping	7
Conditionally Exponential Prior in Focal Near- and Far-Field EEG Source Localization via Randomized Multiresolution Scanning (RAMUS)	7
The Role of the Deltoidal Surface in the Solution Variation of the P3P Problem	7
Learning-Based Non-rigid Video Depth Estimation Using Invariants to Generalized Bas-Relief Transformations	6
Computing the Minimal Perimeter Polygon for Sets of Rectangular Tiles based on Visibility Cones	6
Statistical Modeling of Deep Features to Reduce False Alarms in Video Change Detection	6
Consistent Approximation of Interpolating Splines in Image Metamorphosis	6
Morse Sequences: A Simple Approach to Discrete Morse Theory	6
A Generative Model for Texture Synthesis based on Optimal Transport Between Feature Distributions	6
An Adaptively Inexact Method for Bilevel Learning Using Primal–Dual-Style Differentiation	5
Hypergraph p-Laplacians and Scale Spaces	5
Nonlocal Adaptive Biharmonic Regularizer for Image Restoration	5
A Hierarchical Geodesic Model for Longitudinal Analysis on Manifolds	5
New Properties for Full Convex Sets and Full Convex Hulls	5
eGHWT: The Extended Generalized Haar–Walsh Transform	5
LAMA-Net: A Convergent Network Architecture for Dual-Domain Reconstruction	5
About the Incorporation of Topological Prescriptions in CNNs for Medical Image Semantic Segmentation	5
Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix	5
U-Flow: A U-Shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold	4
Guest Editorial JMIV Special Issue SSVM’21	4
A Polygonal Approximation for General 4-Contours Corresponding to Weakly Simple Curves	4
Tackling Algorithmic Bias in Neural-Network Classifiers using Wasserstein-2 Regularization	4
Corrected Laplace–Beltrami Operators for Digital Surfaces	4
Non-Gaussian Noise Removal via Gaussian Denoisers with the Gray Level Indicator	4