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 2021-12-01 to 2025-12-01.)

Article	Citations
Continuous Well-Composedness Implies Digital Well-Composedness in n-D	32
Learning Grayscale Mathematical Morphology with Smooth Morphological Layers	31
Texture Matching GAN for CT Image Enhancement	24
Enforcing Geometrical Priors in Deep Networks for Semantic Segmentation Applied to Radiotherapy Planning	22
Multivalued Component Tree: New Results and a Bridge Between Partial and Total Partition Trees	20
An Edge-Preserving Regularization Model for the Demosaicing of Noisy Color Images	20
Wavelet-Based Multiscale Flow For Realistic Image Deformation in the Large Diffeomorphic Deformation Model Framework	16
Batch-Less Stochastic Gradient Descent for Compressive Learning of Deep Regularization for Image Denoising	16
A Structured L-BFGS Method with Diagonal Scaling and Its Application to Image Registration	16
Multiscale Hierarchical Decomposition Methods for Images Corrupted by Multiplicative Noise	15
Characterization of hv-Convex Sequences	14
Using the Split Bregman Algorithm to Solve the Self-repelling Snakes Model	14
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels	13
Application of Integral Invariants to Apictorial Jigsaw Puzzle Assembly	13
Connections Between Numerical Algorithms for PDEs and Neural Networks	13
Enhancing a Kernel Method for Shape Analysis in Kendall Space	13
Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging	12
High-Resolution Neural Texture Synthesis with Long-Range Constraints	11
Regularising Inverse Problems with Generative Machine Learning Models	10
The Geodesic Distance on the Generalized Gamma Manifold for Texture Image Retrieval	10
Convex Object(s) Characterization and Segmentation Using Level Set Function	10
Finding Space-Time Boundaries with Deformable Hypersurfaces	10
Plug and Play Splitting Techniques for Poisson Image Restoration	10
Wavelets in the Deep Learning Era	9
A Variational Approach for Joint Image Recovery and Feature Extraction Based on Spatially Varying Generalised Gaussian Models	9

Unrestricted Sequential Discrete Morphological Neural Networks	9
Sigma Flows for Image and Data Labeling and Learning Structured Prediction	9
Minimizing Mean Curvature of Image Surface via Bilinear Decomposition for Image Reconstruction	9
Scale Generalisation Properties of Extended Scale-Covariant and Scale-Invariant Gaussian Derivative Networks on Image Datasets with Spatial Scaling Variations	8
Generalised Watson Distribution on the Hypersphere with Applications to Clustering	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
Parallelly Sliced Optimal Transport on Spheres and on the Rotation Group	8
A Generative Model for Texture Synthesis based on Optimal Transport Between Feature Distributions	7
Linear and Nonlinear Generative Models for ‘Zero-Shot’ Image Denoising in the Limit of Few Photons	7
Introducing Poset-Based Connected n-Manifolds and $$\mathcal {P}$$-well-composedness in Partially Ordered Sets	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
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping	6
Morse Sequences: A Simple Approach to Discrete Morse Theory	6
Conditionally Exponential Prior in Focal Near- and Far-Field EEG Source Localization via Randomized Multiresolution Scanning (RAMUS)	6
An Adaptively Inexact Method for Bilevel Learning Using Primal–Dual-Style Differentiation	5
Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix	5
LAMA-Net: A Convergent Network Architecture for Dual-Domain Reconstruction	5
A Hierarchical Geodesic Model for Longitudinal Analysis on Manifolds	5
Nonlocal Adaptive Biharmonic Regularizer for Image Restoration	5
New Properties for Full Convex Sets and Full Convex Hulls	5
About the Incorporation of Topological Prescriptions in CNNs for Medical Image Semantic Segmentation	5
eGHWT: The Extended Generalized Haar–Walsh Transform	5
Guest Editorial JMIV Special Issue SSVM’21	4
A Polygonal Approximation for General 4-Contours Corresponding to Weakly Simple Curves	4
Hypergraph p-Laplacians and Scale Spaces	4
U-Flow: A U-Shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold	4
Scale-Covariant and Scale-Invariant Gaussian Derivative Networks	4
Corrected Laplace–Beltrami Operators for Digital Surfaces	4