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SIAM Journal on Imaging Sciences, Volume 17
Volume 17, Number 1, March 2024
- Fan Jia
, Shen Mao, Xue-Cheng Tai
, Tieyong Zeng:
A Variational Model for Nonuniform Low-Light Image Enhancement. 1-30 - Avrajit Ghosh
, Michael T. McCann, Madeline Mitchell, Saiprasad Ravishankar:
Learning Sparsity-Promoting Regularizers Using Bilevel Optimization. 31-60 - Luzia N. Felber, Helmut Harbrecht, Marc Schmidlin:
Identification of Sparsely Representable Diffusion Parameters in Elliptic Problems. 61-90 - Alexis Goujon, Sebastian Neumayer, Michael Unser:
Learning Weakly Convex Regularizers for Convergent Image-Reconstruction Algorithms. 91-115 - Siddharth Srinivasan Iyer, Frank Ong, Xiaozhi Cao, Congyu Liao, Luca Daniel, Jonathan I. Tamir, Kawin Setsompop:
Polynomial Preconditioners for Regularized Linear Inverse Problems. 116-146 - Bangti Jin
, Xiyao Li, Qimeng Quan, Zhi Zhou
:
Conductivity Imaging from Internal Measurements with Mixed Least-Squares Deep Neural Networks. 147-187 - Long Li, Jiansheng Yang, Bo Zhang
, Haiwen Zhang
:
Direct Imaging Methods for Reconstructing a Locally Rough Interface from Phaseless Total-Field Data or Phased Far-Field Data. 188-224 - HanQin Cai
, Zehan Chao, Longxiu Huang, Deanna Needell
:
Robust Tensor CUR Decompositions: Rapid Low-Tucker-Rank Tensor Recovery with Sparse Corruptions. 225-247 - Xu Xiao
, You-Wei Wen
, Raymond H. Chan
, Tieyong Zeng:
Image Segmentation Using Bayesian Inference for Convex Variant Mumford-Shah Variational Model. 248-272 - Gaiting Zhou, Daniel Tward
, Kenneth Lange
:
A Majorization-Minimization Algorithm for Neuroimage Registration. 273-300 - Dominik Narnhofer
, Andreas Habring, Martin Holler
, Thomas Pock:
Posterior-Variance-Based Error Quantification for Inverse Problems in Imaging. 301-333 - Vladimir Druskin
, Shari Moskow
, Mikhail Zaslavsky:
Reduced Order Modeling Inversion of Monostatic Data in a Multi-scattering Environment. 334-350 - Antonio Corbo Esposito, Luisa Faella, Gianpaolo Piscitelli
, Vincenzo Mottola, Ravi Prakash, Antonello Tamburrino:
The \(\boldsymbol{{p}_0}\)-Laplace "Signature" for Quasilinear Inverse Problems. 351-388 - Alessandro Sarti, Mattia Galeotti
, Giovanna Citti:
The Cortical V1 Transform as a Heterogeneous Poisson Problem. 389-414 - Alexander Katsevich:
Analysis of View Aliasing for the Generalized Radon Transform in \({\mathbb R}^{\textbf{2}}\). 415-440 - Junying Meng
, Faqiang Wang, Jun Liu
:
Learnable Nonlocal Self-Similarity of Deep Features for Image Denoising. 441-475 - Zunwei Fu, Yan Lin, Dachun Yang
, Shuhui Yang:
Fractional Fourier Transforms Meet Riesz Potentials and Image Processing. 476-500 - Qiguang Chen, Zhiwen Li, Lok Ming Lui
:
A Deep Learning Framework for Diffeomorphic Mapping Problems via Quasi-conformal Geometry Applied to Imaging. 501-539 - Xue-Cheng Tai
, Hao Liu
, Raymond H. Chan
:
PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based Neural Networks. 540-594 - Gaik Ambartsoumian
, Mohammad Javad Latifi Jebelli
, Rohit Kumar Mishra
:
Numerical Implementation of Generalized V-Line Transforms on 2D Vector Fields and their Inversions. 595-631 - Julien Flamant
, Konstantin Usevich, Marianne Clausel, David Brie
:
Polarimetric Fourier Phase Retrieval. 632-671 - Teemu Tyni
, Adam R. Stinchcombe
, Spyros Alexakis
:
A Boundary Integral Equation Method for the Complete Electrode Model in Electrical Impedance Tomography with Tests on Experimental Data. 672-705 - Zhiyuan Lyu, Gary P. T. Choi, Lok Ming Lui
:
Bijective Density-Equalizing Quasiconformal Map for Multiply Connected Open Surfaces. 706-755 - Huiwen Zheng, Yifei Lou
, Guoliang Tian, Chao Wang
:
A Scale-Invariant Relaxation in Low-Rank Tensor Recovery with an Application to Tensor Completion. 756-783
Volume 17, Number 2, 2024
- Hong Ye Tan, Subhadip Mukherjee
, Junqi Tang
, Carola-Bibiane Schönlieb:
Provably Convergent Plug-and-Play Quasi-Newton Methods. 785-819 - Ziruo Cai, Junqi Tang
, Subhadip Mukherjee, Jinglai Li
, Carola-Bibiane Schönlieb, Xiaoqun Zhang
:
NF-ULA: Normalizing Flow-Based Unadjusted Langevin Algorithm for Imaging Inverse Problems. 820-860 - Lili Bao, Jiahao Lu, Shihui Ying
, Stefan Sommer
:
Sliding at First-Order: Higher-Order Momentum Distributions for Discontinuous Image Registration. 861-887 - Yanran Li, Raymond H. Chan
, Lixin Shen, Xiaosheng Zhuang
, Risheng Wu, Yijun Huang
, Junwei Liu
:
Exploring Structural Sparsity of Coil Images from 3-Dimensional Directional Tight Framelets for SENSE Reconstruction. 888-916 - Quan Yu, Minru Bai:
Generalized Nonconvex Hyperspectral Anomaly Detection via Background Representation Learning with Dictionary Constraint. 917-950 - Xiaotong Liu
, Jinxin Wang, Di Wang
, Shao-Bo Lin
:
Weighted Spectral Filters for Kernel Interpolation on Spheres: Estimates of Prediction Accuracy for Noisy Data. 951-983 - Trent DeGiovanni, Fernando Guevara Vasquez
, China Mauck:
Imaging with Thermal Noise Induced Currents. 984-1006 - Junying Meng, Weihong Guo
, Jun Liu
, Mingrui Yang:
Assembling a Learnable Mumford-Shah Type Model with Multigrid Technique for Image Segmentation. 1007-1039 - Muhamed Kuric, Jan Ahmetspahic, Thomas Pock:
Total Generalized Variation on a Tree. 1040-1077 - Teresa Klatzer
, Paul Dobson, Yoann Altmann
, Marcelo Pereyra
, Jesús María Sanz-Serna
, Konstantinos C. Zygalakis
:
Accelerated Bayesian Imaging by Relaxed Proximal-Point Langevin Sampling. 1078-1117
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