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SIAM Journal on Imaging Sciences, Volume 11
Volume 11, Number 1, 2018
- Habib Ammari, Matias Ruiz, Sanghyeon Yu, Hai Zhang:
Reconstructing Fine Details of Small Objects by Using Plasmonic Spectroscopic Data. 1-23 - Huibin Chang
, Yifei Lou, Yuping Duan, Stefano Marchesini
:
Total Variation-Based Phase Retrieval for Poisson Noise Removal. 24-55 - Huibin Chang
, Stefano Marchesini
, Yifei Lou, Tieyong Zeng
:
Variational Phase Retrieval with Globally Convergent Preconditioned Proximal Algorithm. 56-93 - Martin Burger, Hendrik Dirks, Carola-Bibiane Schönlieb
:
A Variational Model for Joint Motion Estimation and Image Reconstruction. 94-128 - Maïtine Bergounioux, E. Papoutsellis:
An Anisotropic Inf-Convolution BV Type Model for Dynamic Reconstruction. 129-163 - Vladimir Druskin, Alexander V. Mamonov
, Mikhail Zaslavsky:
A Nonlinear Method for Imaging with Acoustic Waves Via Reduced Order Model Backprojection. 164-196 - Yury Korolev
, Jan Lellmann:
Image Reconstruction with Imperfect Forward Models and Applications in Deblurring. 197-218 - Javier Sánchez
, Jean-Michel Morel
:
Motion Smoothing Strategies for 2D Video Stabilization. 219-251 - Shuyang Ling, Thomas Strohmer:
Self-Calibration and Bilinear Inverse Problems via Linear Least Squares. 252-292 - Jan J. Koenderink, Andrea J. van Doorn:
Local Image Structure and Procrustes Metrics. 293-324 - Ronny Bergmann
, Daniel Tenbrinck:
A Graph Framework for Manifold-Valued Data. 325-360 - Gang Bao, Lei Zhang
:
Uniqueness Results for Scattering and Inverse Scattering by Infinite Rough Surfaces with Tapered Wave Incidence. 361-375 - Ernie Esser, Lluís Guasch, Tristan van Leeuwen
, Aleksandr Y. Aravkin, Felix J. Herrmann:
Total Variation Regularization Strategies in Full-Waveform Inversion. 376-406 - Tony Lindeberg
:
Dense Scale Selection Over Space, Time, and Space-Time. 407-441 - Kehan Shi, Dazhi Zhang
, Zhichang Guo, Boying Wu:
A Linear Reaction-Diffusion System with Interior Degeneration for Color Image Compression. 442-472 - Alain Durmus, Eric Moulines, Marcelo Pereyra:
Efficient Bayesian Computation by Proximal Markov Chain Monte Carlo: When Langevin Meets Moreau. 473-506 - Gitta Kutyniok
, Wang-Q Lim:
Optimal Compressive Imaging of Fourier Data. 507-546 - Yunwen Lei
, Ding-Xuan Zhou:
Learning Theory of Randomized Sparse Kaczmarz Method. 547-574 - Chong Chen, Ozan Öktem
:
Indirect Image Registration with Large Diffeomorphic Deformations. 575-617 - Housen Li
, Markus Haltmeier
:
The Averaged Kaczmarz Iteration for Solving Inverse Problems. 618-642 - Morgan A. Schmitz, Matthieu Heitz
, Nicolas Bonneel
, Fred Maurice Ngolè Mboula, David Coeurjolly
, Marco Cuturi, Gabriel Peyré, Jean-Luc Starck:
Wasserstein Dictionary Learning: Optimal Transport-Based Unsupervised Nonlinear Dictionary Learning. 643-678 - Chenglong Bao, George Barbastathis, Hui Ji
, Zuowei Shen
, Zhengyun Zhang
:
Coherence Retrieval Using Trace Regularization. 679-706 - Haimiao Zhang, Bin Dong, Baodong Liu
:
A Reweighted Joint Spatial-Radon Domain CT Image Reconstruction Model for Metal Artifact Reduction. 707-733 - Frédérique Le Louër
, María-Luisa Rapún
:
Topological Sensitivity for Solving Inverse Multiple Scattering Problems in Three-Dimensional Electromagnetism. Part II: Iterative Method. 734-769 - Liliana Borcea, Ilker Kocyigit
:
A Multiple Measurement Vector Approach to Synthetic Aperture Radar Imaging. 770-801 - Barbara Gris, Stanley Durrleman, Alain Trouvé:
A Sub-Riemannian Modular Framework for Diffeomorphism-Based Analysis of Shape Ensembles. 802-833 - Alexander Effland
, Martin Rumpf
, Florian Schäfer:
Image Extrapolation for the Time Discrete Metamorphosis Model: Existence and Applications. 834-862 - Dominik Garmatter
, Bastian von Harrach
:
Magnetic Resonance Electrical Impedance Tomography (MREIT): Convergence and Reduced Basis Approach. 863-887
Volume 11, Number 2, 2018
- Marc Herrmann, Roland Herzog
, Heiko Kröner, Stephan Schmidt
, José Vidal
:
Analysis and an Interior-Point Approach for TV Image Reconstruction Problems on Smooth Surfaces. 889-922 - Ana Carpio
, Thomas G. Dimiduk, Virginia Selgás, Perfecto Vidal:
Optimization Methods for In-Line Holography. 923-956 - Noémie Debroux
, Carole Le Guyader:
A Joint Segmentation/Registration Model Based on a Nonlocal Characterization of Weighted Total Variation and Nonlocal Shape Descriptors. 957-990 - Jong Chul Ye, Yoseob Han
, Eunju Cha:
Deep Convolutional Framelets: A General Deep Learning Framework for Inverse Problems. 991-1048 - Christopher J. Tralie
, Jose A. Perea:
(Quasi)Periodicity Quantification in Video Data, Using Topology. 1049-1077 - Marc C. Robini, Feng Yang, Yuemin Zhu
:
Inexact Half-Quadratic Optimization for Linear Inverse Problems. 1078-1133 - Gary P. T. Choi
, Chris H. Rycroft:
Density-Equalizing Maps for Simply Connected Open Surfaces. 1134-1178 - Jae Kyu Choi
, Chenglong Bao, Xiaoqun Zhang:
PET-MRI Joint Reconstruction by Joint Sparsity Based Tight Frame Regularization. 1179-1204 - Bin Li
, Chenyang Shen
, Yujie Chi, Ming Yang
, Yifei Lou, Linghong Zhou, Xun Jia:
Multienergy Cone-Beam Computed Tomography Reconstruction with a Spatial Spectral Nonlocal Means Algorithm. 1205-1229 - Mariano Rodríguez, Julie Delon, Jean-Michel Morel
:
Covering the Space of Tilts. Application to Affine Invariant Image Comparison. 1230-1267 - Simon Hubmer
, Ekaterina Sherina
, Andreas Neubauer, Otmar Scherzer
:
Lamé Parameter Estimation from Static Displacement Field Measurements in the Framework of Nonlinear Inverse Problems. 1268-1293 - Herwig Wendt
, Sébastien Combrexelle, Yoann Altmann
, Jean-Yves Tourneret, Steve McLaughlin
, Patrice Abry:
Multifractal Analysis of Multivariate Images Using Gamma Markov Random Field Priors. 1294-1316 - Ruben Hühnerbein, Fabrizio Savarino
, Freddie Åström, Christoph Schnörr:
Image Labeling Based on Graphical Models Using Wasserstein Messages and Geometric Assignment. 1317-1362 - Quentin Mérigot
, Jocelyn Meyron, Boris Thibert:
An Algorithm for Optimal Transport between a Simplex Soup and a Point Cloud. 1363-1389 - Xiaojun Chen, Robert S. Womersley:
Spherical Designs and Nonconvex Minimization for Recovery of Sparse Signals on the Sphere. 1390-1415 - Jean-François Aujol
, Guy Gilboa, Nicolas Papadakis:
Theoretical Analysis of Flows Estimating Eigenfunctions of One-Homogeneous Functionals. 1416-1440 - Joakim Andén
, Amit Singer
:
Structural Variability from Noisy Tomographic Projections. 1441-1492 - Luis Álvarez
, Carmelo Cuenca, Jesús Ildefonso Díaz
, Esther González
:
Level Set Regularization Using Geometric Flows. 1493-1523 - Cécile Chenot, Jérôme Bobin:
Blind Source Separation with Outliers in Transformed Domains. 1524-1559 - Thomas P. Matthews, Joemini Poudel, Lei Li, Lihong V. Wang, Mark A. Anastasio
:
Parameterized Joint Reconstruction of the Initial Pressure and Sound Speed Distributions for Photoacoustic Computed Tomography. 1560-1588 - Jialin Liu
, Cristina Garcia-Cardona
, Brendt Wohlberg
, Wotao Yin
:
First- and Second-Order Methods for Online Convolutional Dictionary Learning. 1589-1628 - Xiaoli Liu, Bo Zhang, Haiwen Zhang
:
A Direct Imaging Method for Inverse Scattering by Unbounded Rough Surfaces. 1629-1650 - Chia-Hsiang Lin, Ruiyuan Wu, Wing-Kin Ma
, Chong-Yung Chi, Yue Wang:
Maximum Volume Inscribed Ellipsoid: A New Simplex-Structured Matrix Factorization Framework via Facet Enumeration and Convex Optimization. 1651-1679 - Chrysoula Tsogka
, Dimitrios A. Mitsoudis, Symeon Papadimitropoulos:
Imaging Extended Reflectors in a Terminating Waveguide. 1680-1716 - Zhihui Zhu, Gang Li, Jiajun Ding, Qiuwei Li, Xiongxiong He:
On Collaborative Compressive Sensing Systems: The Framework, Design, and Algorithm. 1717-1758 - Souvik Roy
, Alfio Borzì
:
A New Optimization Approach to Sparse Reconstruction of Log-Conductivity in Acousto-Electric Tomography. 1759-1784
Volume 11, Number 3, 2018
- Kristian Bredies
, Martin Holler
, Martin Storath
, Andreas Weinmann:
Total Generalized Variation for Manifold-Valued Data. 1785-1848 - Benjamin Kunsberg, Steven W. Zucker:
Critical Contours: An Invariant Linking Image Flow with Salient Surface Organization. 1849-1877 - Tianyu Geng
, Guiling Sun, Yi Xu, Jingfei He:
Truncated Nuclear Norm Minimization Based Group Sparse Representation for Image Restoration. 1878-1897 - Sebastian Neumayer, Johannes Persch, Gabriele Steidl:
Morphing of Manifold-Valued Images Inspired by Discrete Geodesics in Image Spaces. 1898-1930 - Habib Ammari, Matias Ruiz, Sanghyeon Yu, Hai Zhang:
Reconstructing Fine Details of Small Objects by Using Plasmonic Spectroscopic Data. Part II: The Strong Interaction Regime. 1931-1953 - Jianfeng Lu
, Haizhao Yang
:
Phase-Space Sketching for Crystal Image Analysis Based on Synchrosqueezed Transforms. 1954-1978 - Emmanuel Chevallier, Ivar Farup:
Interpolation of the MacAdam Ellipses. 1979-2000 - Gregery T. Buzzard
, Stanley H. Chan, Suhas Sreehari, Charles A. Bouman:
Plug-and-Play Unplugged: Optimization-Free Reconstruction Using Consensus Equilibrium. 2001-2020 - Yiming Gao, Kristian Bredies
:
Infimal Convolution of Oscillation Total Generalized Variation for the Recovery of Images with Structured Texture. 2021-2063 - Harald Garcke
, Kei Fong Lam
, Vanessa Styles:
Cahn-Hilliard Inpainting with the Double Obstacle Potential. 2064-2089 - Ender Mete Eksioglu
, Ahmet Korhan Tanc
:
Denoising AMP for MRI Reconstruction: BM3D-AMP-MRI. 2090-2109 - Kiryung Lee
, Felix Krahmer, Justin Romberg:
Spectral Methods for Passive Imaging: Nonasymptotic Performance and Robustness. 2110-2164
Volume 11, Number 4, 2018
- Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis
, Sujay Sanghavi:
Finding Low-Rank Solutions via Nonconvex Matrix Factorization, Efficiently and Provably. 2165-2204 - Penghang Yin, Shuai Zhang, Jiancheng Lyu, Stanley J. Osher, Yingyong Qi, Jack Xin
:
BinaryRelax: A Relaxation Approach for Training Deep Neural Networks with Quantized Weights. 2205-2223 - Felix Lucka
, Nam Huynh, Marta M. Betcke, Edward Z. Zhang, Paul C. Beard, Ben T. Cox
, Simon R. Arridge:
Enhancing Compressed Sensing 4D Photoacoustic Tomography by Simultaneous Motion Estimation. 2224-2253 - Boris Landa, Yoel Shkolnisky:
The Steerable Graph Laplacian and its Application to Filtering Image Datasets. 2254-2304 - Agnès Desolneux, Arthur Leclaire
:
Stochastic Image Models from SIFT-Like Descriptors. 2305-2338 - Michael V. Klibanov, Nikolay A. Koshev
, Dinh-Liem Nguyen, Loc H. Nguyen, Aaron Brettin, Vasily N. Astratov:
A Numerical Method to Solve a Phaseless Coefficient Inverse Problem from a Single Measurement of Experimental Data. 2339-2367 - Kewei Zhang
, Elaine Crooks, Antonio Orlando
:
Compensated Convexity Methods for Approximations and Interpolations of Sampled Functions in Euclidean Spaces: Applications to Contour Lines, Sparse Data, and Inpainting. 2368-2428 - Veit Elser
, Ti-Yen Lan, Tamir Bendory
:
Benchmark Problems for Phase Retrieval. 2429-2455 - Bruno Galerne, Arthur Leclaire
, Julien Rabin:
A Texture Synthesis Model Based on Semi-Discrete Optimal Transport in Patch Space. 2456-2493 - Jonas Geiping, Michael Möller:
Composite Optimization by Nonconvex Majorization-Minimization. 2494-2528 - Nicolás A. Barnafi
, Gabriel N. Gatica
, Daniel E. Hurtado
:
Primal and Mixed Finite Element Methods for Deformable Image Registration Problems. 2529-2567 - Charles-Alban Deledalle
, Shibin Parameswaran, Truong Q. Nguyen:
Image Denoising with Generalized Gaussian Mixture Model Patch Priors. 2568-2609 - Måns Larsson
, Anurag Arnab, Shuai Zheng, Philip H. S. Torr, Fredrik Kahl:
Revisiting Deep Structured Models for Pixel-Level Labeling with Gradient-Based Inference. 2610-2628 - Davoud Ataee Tarzanagh, George Michailidis:
Fast Randomized Algorithms for t-Product Based Tensor Operations and Decompositions with Applications to Imaging Data. 2629-2664 - Torbjørn Ringholm
, Jasmina Lazic, Carola-Bibiane Schönlieb
:
Variational Image Regularization with Euler's Elastica Using a Discrete Gradient Scheme. 2665-2691 - Gilad Lerman
, Yunpeng Shi
, Teng Zhang:
Exact Camera Location Recovery by Least Unsquared Deviations. 2692-2721 - Peyman Milanfar:
Rendition: Reclaiming What a Black Box Takes Away. 2722-2756 - Wen Huang, Paul Hand:
Blind Deconvolution by a Steepest Descent Algorithm on a Quotient Manifold. 2757-2785 - Leise Borg, Jürgen Frikel
, Jakob Sauer Jørgensen
, Eric Todd Quinto
:
Analyzing Reconstruction Artifacts from Arbitrary Incomplete X-ray CT Data. 2786-2814 - Antoine Houdard, Charles Bouveyron, Julie Delon:
High-Dimensional Mixture Models for Unsupervised Image Denoising (HDMI). 2815-2846 - Christina Frederick
, Kui Ren
, Sarah Vallélian:
Image Reconstruction in Quantitative Photoacoustic Tomography with the Simplified P2 Approximation. 2847-2876

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