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 2022-05-01 to 2026-05-01.)

Article	Citations
Texture Matching GAN for CT Image Enhancement	38
Learning Grayscale Mathematical Morphology with Smooth Morphological Layers	24
Enforcing Geometrical Priors in Deep Networks for Semantic Segmentation Applied to Radiotherapy Planning	24
An Edge-Preserving Regularization Model for the Demosaicing of Noisy Color Images	21
Multivalued Component Tree: New Results and a Bridge Between Partial and Total Partition Trees	20
Wavelet-Based Multiscale Flow For Realistic Image Deformation in the Large Diffeomorphic Deformation Model Framework	18
Batch-Less Stochastic Gradient Descent for Compressive Learning of Deep Regularization for Image Denoising	17
A Structured L-BFGS Method with Diagonal Scaling and Its Application to Image Registration	17
Multiscale Hierarchical Decomposition Methods for Images Corrupted by Multiplicative Noise	16
Characterization of hv-Convex Sequences	15
Application of Integral Invariants to Apictorial Jigsaw Puzzle Assembly	14
A Riemannian Covariance for Manifold-Valued Data	14
Enhancing a Kernel Method for Shape Analysis in Kendall Space	14
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels	13
Connections Between Numerical Algorithms for PDEs and Neural Networks	13
Regularising Inverse Problems with Generative Machine Learning Models	12
Unrestricted Sequential Discrete Morphological Neural Networks	10
Finding Space-Time Boundaries with Deformable Hypersurfaces	10
Plug and Play Splitting Techniques for Poisson Image Restoration	10
Minimizing Mean Curvature of Image Surface via Bilinear Decomposition for Image Reconstruction	10
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
A $$\varGamma $$-Convergence Result and An Off-the-Grid Charge Algorithm for Curve Reconstruction in Inverse Problems	8
Differential Oriented Image Foresting Transform and Its Applications to Support High-level Priors for Object Segmentation	8
Generalised Watson Distribution on the Hypersphere with Applications to Clustering	8

Wavelets in the Deep Learning Era	7
Parallelly Sliced Optimal Transport on Spheres and on the Rotation Group	7
Scale Generalisation Properties of Extended Scale-Covariant and Scale-Invariant Gaussian Derivative Networks on Image Datasets with Spatial Scaling Variations	7
Introducing Poset-Based Connected n-Manifolds and $$\mathcal {P}$$-well-composedness in Partially Ordered Sets	6
Computing the Minimal Perimeter Polygon for Sets of Rectangular Tiles based on Visibility Cones	6
Consistent Approximation of Interpolating Splines in Image Metamorphosis	6
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping	6
A Generative Model for Texture Synthesis based on Optimal Transport Between Feature Distributions	6
Linear and Nonlinear Generative Models for ‘Zero-Shot’ Image Denoising in the Limit of Few Photons	6
Statistical Modeling of Deep Features to Reduce False Alarms in Video Change Detection	5
Morse Sequences: A Simple Approach to Discrete Morse Theory	5
Learning-Based Non-rigid Video Depth Estimation Using Invariants to Generalized Bas-Relief Transformations	5
An Adaptively Inexact Method for Bilevel Learning Using Primal–Dual-Style Differentiation	4
Nonlocal Adaptive Biharmonic Regularizer for Image Restoration	4
About the Incorporation of Topological Prescriptions in CNNs for Medical Image Semantic Segmentation	4
Guest Editorial JMIV Special Issue SSVM’21	4
LAMA-Net: A Convergent Network Architecture for Dual-Domain Reconstruction	4
A Non-convex Regularization Fusing Low-rankness and Smoothness for Tensor Recovery	4
Corrected Laplace–Beltrami Operators for Digital Surfaces	4
Non-Gaussian Noise Removal via Gaussian Denoisers with the Gray Level Indicator	4
New Properties for Full Convex Sets and Full Convex Hulls	4
Hypergraph p-Laplacians and Scale Spaces	4
Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix	4
U-Flow: A U-Shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold	4
Implicit Reconstruction from Point Cloud: An Adaptive Level Set-Based Semi-Lagrangian Method	3
Assessing the Role of Datasets in the Generalization of Motion Deblurring Methods to Real Images	3
Anisotropic Variational Models for Image Denoising Based on Directional Hessian	3
Cell Counting with Trainable h-Maxima and Connected Component Layers	3
Stochastic Primal–Dual Hybrid Gradient Algorithm with Adaptive Step Sizes	3
Image Reconstruction in Light-Sheet Microscopy: Spatially Varying Deconvolution and Mixed Noise	3
Convexity in ReLU Neural Networks: Beyond ICNNs?	3
Filtering-Based Preconditioner for Accelerated High-Dimensional Cone-Beam CT Image Reconstruction	3
Recognition of Pieces of Arithmetic Hyperplanes Using the Stern–Brocot Tree	3
A Retinex-Based Selective Segmentation Model for Inhomogeneous Images	3