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 2021-05-01 to 2025-05-01.)

Article	Citations
Enforcing Geometrical Priors in Deep Networks for Semantic Segmentation Applied to Radiotherapy Planning	20
Learning Grayscale Mathematical Morphology with Smooth Morphological Layers	20
Fast and Robust Certifiable Estimation of the Relative Pose Between Two Calibrated Cameras	20
On Bayesian Posterior Mean Estimators in Imaging Sciences and Hamilton–Jacobi Partial Differential Equations	18
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	16
An Edge-Preserving Regularization Model for the Demosaicing of Noisy Color Images	16
Wavelet-Based Multiscale Flow For Realistic Image Deformation in the Large Diffeomorphic Deformation Model Framework	15
Multiscale Hierarchical Decomposition Methods for Images Corrupted by Multiplicative Noise	13
Connections Between Numerical Algorithms for PDEs and Neural Networks	13
Enhancing a Kernel Method for Shape Analysis in Kendall Space	11
Using the Split Bregman Algorithm to Solve the Self-repelling Snakes Model	11
Characterization of hv-Convex Sequences	10
Regularising Inverse Problems with Generative Machine Learning Models	10
Batch-Less Stochastic Gradient Descent for Compressive Learning of Deep Regularization for Image Denoising	10
Application of Integral Invariants to Apictorial Jigsaw Puzzle Assembly	10
Convex Object(s) Characterization and Segmentation Using Level Set Function	10
High-Resolution Neural Texture Synthesis with Long-Range Constraints	9
Speckle Reduction in Matrix-Log Domain for Synthetic Aperture Radar Imaging	9
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels	8
Differential Oriented Image Foresting Transform and Its Applications to Support High-level Priors for Object Segmentation	7
Variances of Surface Area Estimators Based on Pixel Configuration Counts	7
The Geodesic Distance on the Generalized Gamma Manifold for Texture Image Retrieval	7
A Variational Approach for Joint Image Recovery and Feature Extraction Based on Spatially Varying Generalised Gaussian Models	7
A $$\varGamma $$-Convergence Result and An Off-the-Grid Charge Algorithm for Curve Reconstruction in Inverse Problems	7

Finding Space-Time Boundaries with Deformable Hypersurfaces	7
Generalised Watson Distribution on the Hypersphere with Applications to Clustering	6
Introducing Poset-Based Connected n-Manifolds and $$\mathcal {P}$$-well-composedness in Partially Ordered Sets	6
Wavelets in the Deep Learning Era	6
Computing the Minimal Perimeter Polygon for Sets of Rectangular Tiles based on Visibility Cones	6
Parallelly Sliced Optimal Transport on Spheres and on the Rotation Group	6
New Properties for Full Convex Sets and Full Convex Hulls	5
The Role of the Deltoidal Surface in the Solution Variation of the P3P Problem	5
Learning-Based Non-rigid Video Depth Estimation Using Invariants to Generalized Bas-Relief Transformations	5
A Generative Model for Texture Synthesis based on Optimal Transport Between Feature Distributions	5
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping	5
Conditionally Exponential Prior in Focal Near- and Far-Field EEG Source Localization via Randomized Multiresolution Scanning (RAMUS)	5
Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix	4
Corrected Laplace–Beltrami Operators for Digital Surfaces	4
About the Incorporation of Topological Prescriptions in CNNs for Medical Image Semantic Segmentation	4
Morse Sequences: A Simple Approach to Discrete Morse Theory	4
A Polygonal Approximation for General 4-Contours Corresponding to Weakly Simple Curves	4
Guest Editorial JMIV Special Issue SSVM’21	4
A Hierarchical Geodesic Model for Longitudinal Analysis on Manifolds	4
Nonlocal Adaptive Biharmonic Regularizer for Image Restoration	4
Hypergraph p-Laplacians and Scale Spaces	4
U-Flow: A U-Shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold	4
eGHWT: The Extended Generalized Haar–Walsh Transform	4
Consistent Approximation of Interpolating Splines in Image Metamorphosis	4
Statistical Modeling of Deep Features to Reduce False Alarms in Video Change Detection	4
Scale-Covariant and Scale-Invariant Gaussian Derivative Networks	3
Dimensionality Reduction Based on kCCC and Manifold Learning	3
Tackling Algorithmic Bias in Neural-Network Classifiers using Wasserstein-2 Regularization	3
An Alternative Definition for Digital Convexity	3
Assessing Hierarchies by Their Consistent Segmentations	3
Fast Quaternion Log-Polar Radial Harmonic Fourier Moments for Color Image Zero-Watermarking	3
Cell Counting with Trainable h-Maxima and Connected Component Layers	3
Image Reconstruction in Light-Sheet Microscopy: Spatially Varying Deconvolution and Mixed Noise	3
Non-Gaussian Noise Removal via Gaussian Denoisers with the Gray Level Indicator	3
Dyadic Partition-Based Training Schemes for TV/TGV Denoising	3
Correction: Sufficient Conditions for Topology-Preserving Parallel Reductions on the Face-Centered Cubic Grid	3
A Retinex-Based Selective Segmentation Model for Inhomogeneous Images	3
Information-Theoretic Registration with Explicit Reorientation of Diffusion-Weighted Images	3
Anisotropic Variational Models for Image Denoising Based on Directional Hessian	3
Stochastic Primal–Dual Hybrid Gradient Algorithm with Adaptive Step Sizes	3
An Exact Radon Formula for Lambertian Tomography	3
Recognition of Pieces of Arithmetic Hyperplanes Using the Stern–Brocot Tree	3