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 2021-11-01 to 2025-11-01.)

Article	Citations
Continuous Well-Composedness Implies Digital Well-Composedness in n-D	32
Texture Matching GAN for CT Image Enhancement	30
A Structured L-BFGS Method with Diagonal Scaling and Its Application to Image Registration	24
Enforcing Geometrical Priors in Deep Networks for Semantic Segmentation Applied to Radiotherapy Planning	22
Wavelet-Based Multiscale Flow For Realistic Image Deformation in the Large Diffeomorphic Deformation Model Framework	20
An Edge-Preserving Regularization Model for the Demosaicing of Noisy Color Images	18
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	14
Application of Integral Invariants to Apictorial Jigsaw Puzzle Assembly	13
Characterization of hv-Convex Sequences	13
Using the Split Bregman Algorithm to Solve the Self-repelling Snakes Model	13
Enhancing a Kernel Method for Shape Analysis in Kendall Space	12
Connections Between Numerical Algorithms for PDEs and Neural Networks	12
Regularising Inverse Problems with Generative Machine Learning Models	12
Convex Object(s) Characterization and Segmentation Using Level Set Function	12
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels	11
Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging	10
High-Resolution Neural Texture Synthesis with Long-Range Constraints	10
Unrestricted Sequential Discrete Morphological Neural Networks	9
Finding Space-Time Boundaries with Deformable Hypersurfaces	9
Minimizing Mean Curvature of Image Surface via Bilinear Decomposition for Image Reconstruction	9
A Variational Approach for Joint Image Recovery and Feature Extraction Based on Spatially Varying Generalised Gaussian Models	9
The Geodesic Distance on the Generalized Gamma Manifold for Texture Image Retrieval	9

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