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SIAM Journal on Imaging Sciences, Volume 15
Volume 15, Number 1, March 2022
- Huayan Zhang, Zhishuai He, Xiaochao Wang:
A Novel Mesh Denoising Method Based on Relaxed Second-Order Total Generalized Variation. 1-22 - Santiago Velasco-Forero
, R. Pagès, Jesús Angulo:
Learnable Empirical Mode Decomposition based on Mathematical Morphology. 23-44 - Tianji Cai
, Junyi Cheng, Bernhard Schmitzer
, Matthew Thorpe:
The Linearized Hellinger-Kantorovich Distance. 45-83 - Patrick L. Combettes
, Zev Woodstock
:
A Variational Inequality Model for the Construction of Signals from Inconsistent Nonlinear Equations. 84-109 - Clémence Prévost
, Ricardo Augusto Borsoi, Konstantin Usevich, David Brie
, José C. M. Bermudez, Cédric Richard
:
Hyperspectral Super-resolution Accounting for Spectral Variability: Coupled Tensor LL1-Based Recovery and Blind Unmixing of the Unknown Super-resolution Image. 110-138 - Alix Marie d'Avigneau
, Sumeetpal S. Singh
, Raimund J. Ober
:
Limits of Accuracy for Parameter Estimation and Localization in Single-Molecule Microscopy via Sequential Monte Carlo Methods. 139-171 - Jeová F. S. Rocha Neto, Pedro F. Felzenszwalb, Marilyn Vazquez
:
Direct Estimation of Appearance Models for Segmentation. 172-191 - Dan Yao
, Steve McLaughlin
, Yoann Altmann
:
Patch-Based Image Restoration Using Expectation Propagation. 192-227 - Manuel Gräf, Sebastian Neumayer
, Ralf Hielscher
, Gabriele Steidl, Moritz Liesegang, Tilmann Beck
:
An Image Registration Model in Electron Backscatter Diffraction. 228-260 - Yashil Sukurdeep, Martin Bauer
, Nicolas Charon
:
A New Variational Model for Shape Graph Registration with Partial Matching Constraints. 261-292 - Alexis Arnaudon
, Frank van der Meulen
, Moritz Schauer
, Stefan Sommer
:
Diffusion Bridges for Stochastic Hamiltonian Systems and Shape Evolutions. 293-323 - Ganesh Sundaramoorthi, Anthony J. Yezzi, Minas Benyamin
:
Accelerated Optimization in the PDE Framework: Formulations for the Manifold of Diffeomorphisms. 324-366 - Stefan C. Schonsheck
, Bin Dong, Rongjie Lai:
Parallel Transport Convolution: Deformable Convolutional Networks on Manifold-Structured Data. 367-386
Volume 15, Number 2, June 2022
- Stéphanie Guérit, Siddharth Sivankutty
, John A. Lee, Hervé Rigneault
, Laurent Jacques
:
Compressive Imaging Through Optical Fiber with Partial Speckle Scanning. 387-423 - Tingting Wu
, Xiaoyu Gu
, Zeyu Li, Zhi Li, Jianwei Niu
, Tieyong Zeng:
Efficient Boosted DC Algorithm for Nonconvex Image Restoration with Rician Noise. 424-454 - Matthias Beckmann, Ayush Bhandari
, Felix Krahmer
:
The Modulo Radon Transform: Theory, Algorithms, and Applications. 455-490 - Bariscan Yonel
, Birsen Yazici:
A Spectral Estimation Framework for Phase Retrieval via Bregman Divergence Minimization. 491-520 - Zhifang Liu, Huibin Chang
, Yuping Duan
:
Variational Rician Noise Removal via Splitting on Spheres. 521-549 - Yangyang Xu, Yibo Xu
, Yonggui Yan
, Jie Chen:
Distributed Stochastic Inertial-Accelerated Methods with Delayed Derivatives for Nonconvex Problems. 550-590 - Chujun Huang, Mingjie Shao
, Wing-Kin Ma
, Anthony Man-Cho So
:
SISAL Revisited. 591-624 - Xueying Zhao, Minru Bai, Defeng Sun, Libin Zheng:
Robust Tensor Completion: Equivalent Surrogates, Error Bounds, and Algorithms. 625-669 - Tommy M. Tang
, Hemant D. Tagare:
Steerable Near-Quadrature Filter Pairs in Three Dimensions. 670-700 - Rémi Laumont
, Valentin De Bortoli
, Andrés Almansa
, Julie Delon
, Alain Durmus, Marcelo Pereyra
:
Bayesian Imaging Using Plug & Play Priors: When Langevin Meets Tweedie. 701-737 - Bao Wang
, Tan M. Nguyen, Tao Sun, Andrea L. Bertozzi
, Richard G. Baraniuk, Stanley J. Osher
:
Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent. 738-761 - Esten Nicolai Wøien, Markus Grasmair
:
A PDE-Based Method for Shape Registration. 762-796 - Anuj Abhishek
, Thilo Strauss, Taufiquar Khan
:
An Optimal Bayesian Estimator for Absorption Coefficient in Diffuse Optical Tomography. 797-821 - Mario González
, Andrés Almansa
, Pauline Tan
:
Solving Inverse Problems by Joint Posterior Maximization with Autoencoding Prior. 822-859 - Huan Liu, Bangti Jin, Xiliang Lu:
Imaging Anisotropic Conductivities from Current Densities. 860-891 - Matthew Holden, Marcelo Pereyra
, Konstantinos C. Zygalakis
:
Bayesian Imaging with Data-Driven Priors Encoded by Neural Networks. 892-924 - Oded Stein, Jiajin Li
, Justin Solomon
:
A Splitting Scheme for Flip-Free Distortion Energies. 925-959 - Daoping Zhang
, Gary P. T. Choi
, Jianping Zhang
, Lok Ming Lui
:
A Unifying Framework for $n$-Dimensional Quasi-Conformal Mappings. 960-988 - Meng Huang
, Yang Wang
:
Linear Convergence of Randomized Kaczmarz Method for Solving Complex-Valued Phaseless Equations. 989-1016
Volume 15, Number 3, September 2022
- Fadil Santosa
, Madeline Goh:
Bar Code Decoding in a Camera-Based Scanner: Analysis and Algorithm. 1017-1040 - Tamir Bendory
, Ido Hadi
, Nir Sharon
:
Compactification of the Rigid Motions Group in Image Processing. 1041-1078 - Yuxin Xia
, Wei Wang
, Bo Han:
A Fast Averaged Kaczmarz Iteration with Convex Penalty for Inverse Problems in Hilbert Spaces. 1079-1103 - Limei Huo, Wengu Chen
, Huanmin Ge, Michael K. Ng
:
Stable Image Reconstruction Using Transformed Total Variation Minimization. 1104-1139 - Bingsheng He, Feng Ma
, Shengjie Xu, Xiaoming Yuan:
A Generalized Primal-Dual Algorithm with Improved Convergence Condition for Saddle Point Problems. 1157-1183 - Hui Shi
, Yann Traonmilin, Jean-François Aujol
:
Compressive Learning for Patch-Based Image Denoising. 1184-1212 - Linh Nguyen, Markus Haltmeier
, Richard Kowar, Ngoc Do:
Analysis for Full-Field Photoacoustic Tomography with Variable Sound Speed. 1213-1228 - Arnold D. Kim
, Chrysoula Tsogka
:
High-Resolution, Quantitative Signal Subspace Imaging for Synthetic Aperture Radar. 1229-1252 - Hartmut Bauermeister
, Emanuel Laude
, Thomas Möllenhoff, Michael Möller, Daniel Cremers
:
Lifting the Convex Conjugate in Lagrangian Relaxations: A Tractable Approach for Continuous Markov Random Fields. 1253-1281 - Rafael Grompone von Gioi, Ignacio Ramírez Paulino
, Gregory Randall:
The Whole and the Parts: The Minimum Description Length Principle and the A-Contrario Framework. 1282-1313 - Haifeng Li, Weihong Guo
, Jun Liu, Li Cui, Dongxing Xie:
Image Segmentation with Adaptive Spatial Priors from Joint Registration. 1314-1344 - Weixi Wang, Ji Li, Hui Ji
:
$L_1$-Norm Regularization for Short-and-Sparse Blind Deconvolution: Point Source Separability and Region Selection. 1345-1372 - Robert Beinert
, Michael Quellmalz
:
Total Variation-Based Reconstruction and Phase Retrieval for Diffraction Tomography. 1373-1399 - Wei Wang
, Yuming Yang, Michael K. Ng
:
A Spatial Color Compensation Model Using Saturation-Value Total Variation. 1400-1430 - Huan Han, Zhengping Wang, Yimin Zhang
:
Multiscale Approach for Three-Dimensional Conformal Image Registration. 1431-1468 - Junren Chen
, Michael K. Ng
:
Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss. 1469-1498 - Chunlin Wu
, Xueyan Guo, Yiming Gao, Yunhua Xue:
A General Non-Lipschitz Infimal Convolution Regularized Model: Lower Bound Theory and Algorithm. 1499-1538 - Matthew J. Colbrook
:
WARPd: A Linearly Convergent First-Order Primal-Dual Algorithm for Inverse Problems with Approximate Sharpness Conditions. 1539-1575 - Lorenzo Audibert
, Houssem Haddar, Xiaoli Liu:
An Accelerated Level-Set Method for Inverse Scattering Problems. 1576-1600
Volume 15, Number 4, December 2022
- Jing Guo, Yu Guo, Qiyu Jin
, Michael Kwok-Po Ng
, Shuping Wang:
Gaussian Patch Mixture Model Guided Low-Rank Covariance Matrix Minimization for Image Denoising. 1601-1622 - Enrico Segre
:
Image Warp Preserving Content Intensity. 1623-1645 - Juan Carlos de los Reyes
, David Villacis
:
Optimality Conditions for Bilevel Imaging Learning Problems with Total Variation Regularization. 1646-1689 - Valerio Pagliari
, Kostas Papafitsoros
, Bogdan Raibta
, Andreas Vikelis:
Bilevel Training Schemes in Imaging for Total Variation-Type Functionals with Convex Integrands. 1690-1728 - Jevgenija Rudzusika
, Thomas Köhler, Ozan Öktem
:
Deep Learning-Based Dictionary Learning and Tomographic Image Reconstruction. 1729-1764 - Zhipeng Zhu, Gary P. T. Choi
, Lok Ming Lui
:
Parallelizable Global Quasi-Conformal Parameterization of Multiply Connected Surfaces via Partial Welding. 1765-1807 - Rubén Molano
, Mar Ávila, José Carlos Sancho
, Pablo García Rodríguez, Andrés Caro
:
An Algorithm to Compute Any Simple $k$-gon of a Maximum Area or Perimeter Inscribed in a Region of Interest. 1808-1832 - Nina Dekoninck Bruhin, Bryn Davies
:
Bioinspired Random Projections for Robust, Sparse Classification. 1833-1850 - Chenran Lin, Lok Ming Lui
:
Harmonic Beltrami Signature: A Novel 2D Shape Representation for Object Classification. 1851-1893 - Ru-Yu Lai
, Gunther Uhlmann, Jian Zhai
, Hanming Zhou
:
Single Pixel X-ray Transform and Related Inverse Problems. 1894-1909 - Sombuddha Bhattacharyya
, Maarten V. de Hoop, Vitaly Katsnelson
, Gunther Uhlmann:
Recovery of Piecewise Smooth Density and Lamé Parameters from High Frequency Exterior Cauchy Data. 1910-1943 - Michel Berthier
, Nicoletta Prencipe
, Edoardo Provenzi
:
A Quantum Information-Based Refoundation of Color Perception Concepts. 1944-1976 - Francesco Marchetti
, Gabriele Santin
:
Convergence Results in Image Interpolation With the Continuous SSIM. 1977-1999 - Zhemin Li
, Tao Sun
, Hongxia Wang, Bao Wang
:
Adaptive and Implicit Regularization for Matrix Completion. 2000-2022

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