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 2021-06-01 to 2025-06-01.)

Article	Citations
Enforcing Geometrical Priors in Deep Networks for Semantic Segmentation Applied to Radiotherapy Planning	21
Learning Grayscale Mathematical Morphology with Smooth Morphological Layers	21
Fast and Robust Certifiable Estimation of the Relative Pose Between Two Calibrated Cameras	19
Continuous Well-Composedness Implies Digital Well-Composedness in n-D	18
A Structured L-BFGS Method with Diagonal Scaling and Its Application to Image Registration	17
An Edge-Preserving Regularization Model for the Demosaicing of Noisy Color Images	17
Wavelet-Based Multiscale Flow For Realistic Image Deformation in the Large Diffeomorphic Deformation Model Framework	15
Enhancing a Kernel Method for Shape Analysis in Kendall Space	15
Characterization of hv-Convex Sequences	13
Using the Split Bregman Algorithm to Solve the Self-repelling Snakes Model	13
Connections Between Numerical Algorithms for PDEs and Neural Networks	12
Batch-Less Stochastic Gradient Descent for Compressive Learning of Deep Regularization for Image Denoising	12
Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging	12
Multiscale Hierarchical Decomposition Methods for Images Corrupted by Multiplicative Noise	12
Convex Object(s) Characterization and Segmentation Using Level Set Function	12
Application of Integral Invariants to Apictorial Jigsaw Puzzle Assembly	12
Regularising Inverse Problems with Generative Machine Learning Models	10
High-Resolution Neural Texture Synthesis with Long-Range Constraints	10
Variances of Surface Area Estimators Based on Pixel Configuration Counts	9
A Variational Approach for Joint Image Recovery and Feature Extraction Based on Spatially Varying Generalised Gaussian Models	9
Finding Space-Time Boundaries with Deformable Hypersurfaces	9
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels	9
Scale Generalisation Properties of Extended Scale-Covariant and Scale-Invariant Gaussian Derivative Networks on Image Datasets with Spatial Scaling Variations	7
Wavelets in the Deep Learning Era	7
Introducing Poset-Based Connected n-Manifolds and $$\mathcal {P}$$-well-composedness in Partially Ordered Sets	7

The Geodesic Distance on the Generalized Gamma Manifold for Texture Image Retrieval	7
Differential Oriented Image Foresting Transform and Its Applications to Support High-level Priors for Object Segmentation	7
Parallelly Sliced Optimal Transport on Spheres and on the Rotation Group	7
Generalised Watson Distribution on the Hypersphere with Applications to Clustering	7
A $$\varGamma $$-Convergence Result and An Off-the-Grid Charge Algorithm for Curve Reconstruction in Inverse Problems	7
Linear and Nonlinear Generative Models for ‘Zero-Shot’ Image Denoising in the Limit of Few Photons	6
Conditionally Exponential Prior in Focal Near- and Far-Field EEG Source Localization via Randomized Multiresolution Scanning (RAMUS)	6
Computing the Minimal Perimeter Polygon for Sets of Rectangular Tiles based on Visibility Cones	6
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping	5
A Hierarchical Geodesic Model for Longitudinal Analysis on Manifolds	5
Nonlocal Adaptive Biharmonic Regularizer for Image Restoration	5
A Generative Model for Texture Synthesis based on Optimal Transport Between Feature Distributions	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
The Role of the Deltoidal Surface in the Solution Variation of the P3P Problem	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
Consistent Approximation of Interpolating Splines in Image Metamorphosis	5
A Polygonal Approximation for General 4-Contours Corresponding to Weakly Simple Curves	4
Morse Sequences: A Simple Approach to Discrete Morse Theory	4
eGHWT: The Extended Generalized Haar–Walsh Transform	4
Corrected Laplace–Beltrami Operators for Digital Surfaces	4
Scale-Covariant and Scale-Invariant Gaussian Derivative Networks	4
LAMA-Net: A Convergent Network Architecture for Dual-Domain Reconstruction	4
U-Flow: A U-Shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold	4
Guest Editorial JMIV Special Issue SSVM’21	4
Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix	4
Hypergraph p-Laplacians and Scale Spaces	4
Non-Gaussian Noise Removal via Gaussian Denoisers with the Gray Level Indicator	4