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Assessing Hierarchies by Their Consistent Segmentations J. Math. Imaging Vis. (IF 2.0) Pub Date : 2024-03-18 Zeev Gutman, Ritvik Vij, Laurent Najman, Michael Lindenbaum
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Stochastic Primal–Dual Hybrid Gradient Algorithm with Adaptive Step Sizes J. Math. Imaging Vis. (IF 2.0) Pub Date : 2024-03-16
Abstract In this work, we propose a new primal–dual algorithm with adaptive step sizes. The stochastic primal–dual hybrid gradient (SPDHG) algorithm with constant step sizes has become widely applied in large-scale convex optimization across many scientific fields due to its scalability. While the product of the primal and dual step sizes is subject to an upper-bound in order to ensure convergence
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Product of Gaussian Mixture Diffusion Models J. Math. Imaging Vis. (IF 2.0) Pub Date : 2024-03-15 Martin Zach, Erich Kobler, Antonin Chambolle, Thomas Pock
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Batch-Less Stochastic Gradient Descent for Compressive Learning of Deep Regularization for Image Denoising J. Math. Imaging Vis. (IF 2.0) Pub Date : 2024-03-13 Hui Shi, Yann Traonmilin, Jean-François Aujol
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Sufficient Conditions for Topology-Preserving Parallel Reductions on the Face-Centered Cubic Grid J. Math. Imaging Vis. (IF 2.0) Pub Date : 2024-03-12 Gábor Karai, Péter Kardos, Kálmán Palágyi
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Riesz Networks: Scale-Invariant Neural Networks in a Single Forward Pass J. Math. Imaging Vis. (IF 2.0) Pub Date : 2024-02-29 Tin Barisin, Katja Schladitz, Claudia Redenbach
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A New Prediction–Correction Primal–Dual Hybrid Gradient Algorithm for Solving Convex Minimization Problems with Linear Constraints J. Math. Imaging Vis. (IF 2.0) Pub Date : 2024-02-24
Abstract The primal–dual hybrid gradient (PDHG) algorithm has been applied for solving linearly constrained convex problems. However, it was shown that without some additional assumptions, convergence may fail. In this work, we propose a new competitive prediction–correction primal–dual hybrid gradient algorithm to solve this kind of problem. Under some conditions, we prove the global convergence for
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About the Incorporation of Topological Prescriptions in CNNs for Medical Image Semantic Segmentation J. Math. Imaging Vis. (IF 2.0) Pub Date : 2024-02-21 Zoé Lambert, Carole Le Guyader
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Geodesic Tracking via New Data-Driven Connections of Cartan Type for Vascular Tree Tracking J. Math. Imaging Vis. (IF 2.0) Pub Date : 2024-01-13 Nicky J. van den Berg, Bart M. N. Smets, Gautam Pai, Jean-Marie Mirebeau, Remco Duits
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Mathematical Properties of Pyramid-Transform-Based Resolution Conversion and Its Applications J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-12-25 Kento Hosoya, Kouki Nozawa, Hayato Itoh, Atsushi Imiya
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Comparison of Two Linearization-Based Methods for 3-D EIT Reconstructions on a Simulated Chest J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-12-22
Abstract Electrical impedance tomography (EIT) is a non-ionizing imaging modality suitable for bedside pulmonary imaging. Currently, lung imaging with EIT in the ICU is tomographic due to the need for real-time images. However, linearized reconstruction methods have the potential to provide 3-D images in real time at the bedside. In this paper, the 3-D implementation of Calderón’s method provided in
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Non-monotone Boosted DC and Caputo Fractional Tailored Finite Point Algorithm for Rician Denoising and Deblurring J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-12-15 Kexin Sun, Youcai Xu, Minfu Feng
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Geometry Parameter Estimation for Sparse X-Ray Log Imaging J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-12-03 Angelina Senchukova, Jarkko Suuronen, Jere Heikkinen, Lassi Roininen
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Regularising Inverse Problems with Generative Machine Learning Models J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-10-09 M. A. G. Duff, N. D. F. Campbell, M. J. Ehrhardt
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QFPJFMs: Quaternion Fractional-Order Pseudo-Jacobi–Fourier Moments J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-10-05 Xiangyang Wang, Maoying Deng, Panpan Niu, Hongying Yang
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On Strong Basins of Attractions for Non-convex Sparse Spike Estimation: Upper and Lower Bounds J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-09-28 Yann Traonmilin, Jean-François Aujol, Pierre-Jean Bénard, Arthur Leclaire
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Geometric Conditions for the Existence or Non-existence of a Solution to the Perspective 3-Point Problem J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-09-19 Michael Q. Rieck
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Dynamic-Clustering Extreme Intensity Prior Based Blind Image Deblurring J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-09-12 Xiaopan Li, Shiqian Wu, Shoulie Xie, Sos Agaian
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Morphological Hierarchies: A Unifying Framework with New Trees J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-08-16 Nicolas Passat, Julien Mendes Forte, Yukiko Kenmochi
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Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-08-16 Felipe C. Belém, Isabela B. Barcelos, Leonardo M. João, Benjamin Perret, Jean Cousty, Silvio J. F. Guimarães, Alexandre X. Falcão
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Discrete Morse Functions and Watersheds J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-08-10 Gilles Bertrand, Nicolas Boutry, Laurent Najman
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Introducing Poset-Based Connected n-Manifolds and $$\mathcal {P}$$ -well-composedness in Partially Ordered Sets J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-08-09 Nicolas Boutry
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Differential Oriented Image Foresting Transform and Its Applications to Support High-level Priors for Object Segmentation J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-08-05 Marcos A. T. Condori, Paulo A. V. Miranda
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Surface-Based Computation of the Euler Characteristic in the BCC Grid J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-07-17 Lidija Čomić, Paola Magillo
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Spatiotemporal Kernel of a Three-Component Differential Equation Model with Self-control Mechanism in Vision J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-07-17 Shintaro Kondo, Masaki Mori, Takamichi Sushida
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An Envelope Operator for Full Convexity to Define Polyhedral Models in Digital Spaces J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-07-17 Fabien Feschet, Jacques-Olivier Lachaud
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Combinatorial Generation of Planar Sets J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-07-15 Tristan Roussillon
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Topology- and Perception-Aware Image Vectorization J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-06-12 Yuchen He, Sung Ha Kang, Jean-Michel Morel
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Density Functions of Periodic Sequences of Continuous Events J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-06-12 Olga Anosova, Vitaliy Kurlin
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Morphology on Categorical Distributions J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-05-08 Silas Nyboe Ørting, Hans Jacob Teglbjærg Stephensen, Jon Sporring
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Non-Gaussian Noise Removal via Gaussian Denoisers with the Gray Level Indicator J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-05-02 Kehan Shi, Zhichang Guo
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Analysis of (sub-)Riemannian PDE-G-CNNs J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-04-16 Gijs Bellaard, Daan L. J. Bon, Gautam Pai, Bart M. N. Smets, Remco Duits
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A Generalisation of Flat Morphology, II: Main Properties, Duality and Hybrid Operators J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-03-28 Christian Ronse
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Combining Image Space and q-Space PDEs for Lossless Compression of Diffusion MR Images J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-03-28 Ikram Jumakulyyev, Thomas Schultz
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General Deformations of Point Configurations Viewed By a Pinhole Model Camera J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-03-24 Yirmeyahu Kaminski, Michael Werman
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On Maximum a Posteriori Estimation with Plug & Play Priors and Stochastic Gradient Descent J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-01-18 Rémi Laumont, Valentin De Bortoli, Andrés Almansa, Julie Delon, Alain Durmus, Marcelo Pereyra
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Learning Linearized Assignment Flows for Image Labeling J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-01-17 Alexander Zeilmann, Stefania Petra, Christoph Schnörr
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A Physically Admissible Stokes Vector Reconstruction in Linear Polarimetric Imaging J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-01-11 Carole Le Guyader, Samia Ainouz, Stéphane Canu
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Properties of Morphological Dilation in Max-Plus and Plus-Prod Algebra in Connection with the Fourier Transformation J. Math. Imaging Vis. (IF 2.0) Pub Date : 2023-01-09 Marvin Kahra, Michael Breuß
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Moment Evolution Equations and Moment Matching for Stochastic Image EPDiff J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-12-23 Alexander Mangulad Christgau, Alexis Arnaudon, Stefan Sommer
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Analysis of Joint Shape Variation from Multi-Object Complexes J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-12-17 Zhiyuan Liu, Jörn Schulz, Mohsen Taheri, Martin Styner, James Damon, Stephen Pizer, J. S. Marron
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Image Scaling by de la Vallée-Poussin Filtered Interpolation J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-12-02 Donatella Occorsio, Giuliana Ramella, Woula Themistoclakis
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CvxPnPL: A Unified Convex Solution to the Absolute Pose Estimation Problem from Point and Line Correspondences J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-11-29 Sérgio Agostinho, João Gomes, Alessio Del Bue
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Local Binary Patterns of Segments of a Binary Object for Shape Analysis J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-11-24 Ratnesh Kumar, Kalyani Mali
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Consistent Approximation of Interpolating Splines in Image Metamorphosis J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-11-18 Jorge Justiniano, Marko Rajković, Martin Rumpf
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On a Variational Problem with a Nonstandard Growth Functional and Its Applications to Image Processing J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-11-16 Ciro D’Apice, Peter I. Kogut, Olha P. Kupenko, Rosanna Manzo
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Nonlocal Adaptive Biharmonic Regularizer for Image Restoration J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-11-10 Ying Wen, Luminita A. Vese, Kehan Shi, Zhichang Guo, Jiebao Sun
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A Retinex-Based Selective Segmentation Model for Inhomogeneous Images J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-11-06 Lihua Min, Xiaoyu Lian, Zhengmeng Jin, Minling Zheng
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Anisotropic Variational Models for Image Denoising Based on Directional Hessian J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-10-27 Guangyu Yang, Weibo Wei, Zhenkuan Pan
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Wavelets in the Deep Learning Era J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-10-27 Zaccharie Ramzi, Kevin Michalewicz, Jean-Luc Starck, Thomas Moreau, Philippe Ciuciu
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Learning to Generate Wasserstein Barycenters J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-10-17 Julien Lacombe, Julie Digne, Nicolas Courty, Nicolas Bonneel
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Inverse Scale Space Iterations for Non-Convex Variational Problems: The Continuous and Discrete Case J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-10-10 Danielle Bednarski, Jan Lellmann
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Generalized Polar Coordinate Moments with Quasi Inner Product J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-10-07 Jianwei Yang, Beibei Wang, Yuepeng Wang
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Unbalanced Multi-marginal Optimal Transport J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-10-08 Florian Beier, Johannes von Lindheim, Sebastian Neumayer, Gabriele Steidl
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Application of Integral Invariants to Apictorial Jigsaw Puzzle Assembly J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-10-01 Peter Illig, Robert Thompson, Qimeng Yu
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Blind Image Inpainting with Sparse Directional Filter Dictionaries for Lightweight CNNs J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-09-01 Jenny Schmalfuss, Erik Scheurer, Heng Zhao, Nikolaos Karantzas, Andrés Bruhn, Demetrio Labate
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Generalised Watson Distribution on the Hypersphere with Applications to Clustering J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-08-18 Stephen J. Maybank, Liu Liu, Dacheng Tao
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The 2-Orthogonal and Orthogonal Radial Shape Moments for Image Representation and Recognition J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-08-16 Amal Hjouji, Jaouad EL-Mekkaoui
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A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-08-07 Emilie Chouzenoux, Ségolène Martin, Jean-Christophe Pesquet
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Cortically Based Optimal Transport J. Math. Imaging Vis. (IF 2.0) Pub Date : 2022-07-30 Mattia Galeotti, Giovanna Citti, Alessandro Sarti