Last update:
Mon Aug 26 12:58:22 MDT 2024
Guillermo Sapiro Message from the Editor-in-Chief . . . . 1--1
Mila Nikolova and
Michael K. Ng and
Shuqin Zhang and
Wai-Ki Ching Efficient Reconstruction of Piecewise
Constant Images Using Nonsmooth
Nonconvex Minimization . . . . . . . . . 2--25
A. Buades and
A. Chien and
J. M. Morel and
S. Osher Topology Preserving Linear Filtering
Applied to Medical Imaging . . . . . . . 26--50
Serena Morigi and
Lothar Reichel and
Fiorella Sgallari and
Andriy Shyshkov Cascadic Multiresolution Methods for
Image Deblurring . . . . . . . . . . . . 51--74
Liliana Borcea and
George Papanicolaou and
Fernando Guevara Vasquez Edge Illumination and Imaging of
Extended Reflectors . . . . . . . . . . 75--114
Sheshadri R. Thiruvenkadam and
Tony F. Chan and
Byung-Woo Hong Segmentation under Occlusions Using
Selective Shape Prior . . . . . . . . . 115--142
Wotao Yin and
Stanley Osher and
Donald Goldfarb and
Jerome Darbon Bregman Iterative Algorithms for
$\ell_1$-Minimization with Applications
to Compressed Sensing . . . . . . . . . 143--168
Habib Ammari and
Pierre Calmon and
Ekaterina Iakovleva Direct Elastic Imaging of a Small
Inclusion . . . . . . . . . . . . . . . 169--187
Alfred K. Louis Combining Image Reconstruction and Image
Analysis with an Application to
Two-Dimensional Tomography . . . . . . . 188--208
Marcos Craizer and
Moacyr Alvim and
Ralph Teixeira Area Distances of Convex Plane Curves
and Improper Affine Spheres . . . . . . 209--227
Michal Aharon and
Michael Elad Sparse and Redundant Modeling of Image
Content Using an
Image-Signature-Dictionary . . . . . . . 228--247
Yilun Wang and
Junfeng Yang and
Wotao Yin and
Yin Zhang A New Alternating Minimization Algorithm
for Total Variation Image Reconstruction 248--272
R. H. Chan and
S. Setzer and
G. Steidl Inpainting by Flexible Haar-Wavelet
Shrinkage . . . . . . . . . . . . . . . 273--293
Jianing Shi and
Stanley Osher A Nonlinear Inverse Scale Space Method
for a Convex Multiplicative Noise Model 294--321
Mark A. Abramson and
Thomas J. Asaki and
J. E. Dennis, Jr. and
Kevin R. O'Reilly and
Rachael L. Pingel Quantitative Object Reconstruction Using
Abel Transform X-Ray Tomography and
Mixed Variable Optimization . . . . . . 322--342
Nicolas Papadakis and
Étienne Mémin Variational Assimilation of Fluid Motion
from Image Sequence . . . . . . . . . . 343--363
Martin Hanke and
Nuutti Hyvönen and
Stefanie Reusswig Convex Source Support and Its
Application to Electric Impedance
Tomography . . . . . . . . . . . . . . . 364--378
Christina Stöcker and
Axel Voigt Geodesic Evolution Laws --- a Level-Set
Approach . . . . . . . . . . . . . . . . 379--399
William K. Allard Total variation regularization for image
denoising. II. Examples . . . . . . . . 400--417
M. Kapralov and
A. Katsevich A Study of 1PI Algorithms for a General
Class of Curves . . . . . . . . . . . . 418--459
Françoise Dibos and
Georges Koepfler and
Sylvain Pelletier Adapted Windows Detection of Moving
Objects in Video Scenes . . . . . . . . 1--19
Yu-Mei Huang and
Michael K. Ng and
You-Wei Wen A New Total Variation Method for
Multiplicative Noise Removal . . . . . . 20--40
Hsiao-Fang Chou and
Laurent Younes Smoothing Directional Vector Fields
Using Dual Norms . . . . . . . . . . . . 41--63
Antonio Marquina Nonlinear Inverse Scale Space Methods
for Total Variation Blind Deconvolution 64--83
Donald Goldfarb and
Zaiwen Wen and
Wotao Yin A curvilinear search method for
$p$-harmonic flows on spheres . . . . . 84--109
Henry Adams and
Gunnar Carlsson On the Nonlinear Statistics of Range
Image Patches . . . . . . . . . . . . . 110--117
Amit Singer and
Yoel Shkolnisky and
Boaz Nadler Diffusion Interpretation of Nonlocal
Neighborhood Filters for Signal
Denoising . . . . . . . . . . . . . . . 118--139
S. V. Tsynkov On SAR Imaging through the Earth's
Ionosphere . . . . . . . . . . . . . . . 140--182
Amir Beck and
Marc Teboulle A Fast Iterative Shrinkage-Thresholding
Algorithm for Linear Inverse Problems 183--202
Eric Clarkson and
Matthew A. Kupinski Global Compartmental Pharmacokinetic
Models for Spatiotemporal SPECT and PET
Imaging . . . . . . . . . . . . . . . . 203--225
Jian-Feng Cai and
Stanley Osher and
Zuowei Shen Linearized Bregman Iterations for
Frame-Based Image Deblurring . . . . . . 226--252
Glenn R. Easley and
Dennis M. Healy, Jr. and
Carlos A. Berenstein Image Deconvolution Using a General
Ridgelet and Curvelet Domain . . . . . . 253--283
Christophe Lenglet and
Emmanuel Prados and
Jean-Philippe Pons and
Rachid Deriche and
Olivier Faugeras Brain Connectivity Mapping Using
Riemannian Geometry, Control Theory, and
PDEs . . . . . . . . . . . . . . . . . . 285--322
Tom Goldstein and
Stanley Osher The split Bregman method for
$L1$-regularized problems . . . . . . . 323--343
Albert C. Fannjiang and
Knut Solna and
Pengchong Yan Synthetic Aperture Imaging of Multiple
Point Targets in Rician Fading Media . . 344--366
John Wright and
Yi Ma and
Yangyu Tao and
Zhouchen Lin and
Heung-Yeung Shum Classification via Minimum Incremental
Coding Length . . . . . . . . . . . . . 367--395
Josselin Garnier and
George Papanicolaou Passive Sensor Imaging Using Cross
Correlations of Noisy Signals in a
Scattering Medium . . . . . . . . . . . 396--437
Jean-Michel Morel and
Guoshen Yu ASIFT: a New Framework for Fully Affine
Invariant Image Comparison . . . . . . . 438--469
D. La Torre and
E. R. Vrscay and
M. Ebrahimi and
M. F. Barnsley Measure-Valued Images, Associated
Fractal Transforms, and the Affine
Self-Similarity of Images . . . . . . . 470--507
Leah Bar and
Guillermo Sapiro Generalized Newton-type methods for
energy formulations in image processing 508--531
William K. Allard Total Variation Regularization for Image
Denoising, III. Examples . . . . . . . . 532--568
Junfeng Yang and
Wotao Yin and
Yin Zhang and
Yilun Wang A Fast Algorithm for Edge-Preserving
Variational Multichannel Image
Restoration . . . . . . . . . . . . . . 569--592
Per Christian Hansen and
Henning Osholm Sòrensen and
Zsuzsanna Sükösd and
Henning Friis Poulsen Reconstruction of Single-Grain
Orientation Distribution Functions for
Crystalline Materials . . . . . . . . . 593--613
Jérémie Bigot and
Fabrice Gamboa and
Myriam Vimond Estimation of translation, rotation, and
scaling between noisy images using the
Fourier--Mellin transform . . . . . . . 614--645
S. V. Tsynkov On the Use of Start-Stop Approximation
for Spaceborne SAR Imaging . . . . . . . 646--669
Chunlin Wu and
Jiansong Deng and
Falai Chen and
Xuecheng Tai Scale-Space Analysis of Discrete
Filtering over Arbitrary Triangulated
Surfaces . . . . . . . . . . . . . . . . 670--709
Matthew Ferrara and
Gregory Arnold Shape and Motion Estimation from
Near-Field Echo-Based Sensor Data . . . 710--729
Caroline Chaux and
Jean-Christophe Pesquet and
Nelly Pustelnik Nested Iterative Algorithms for Convex
Constrained Image Recovery Problems . . 730--762
Roel Snieder and
Francisco J. Sánchez-Sesma and
Kees Wapenaar Field Fluctuations, Imaging with
Backscattered Waves, a Generalized
Energy Theorem, and the Optical Theorem 763--776
Giovanni Bellettini and
Valentina Beorchia and
Maurizio Paolini Completion of Visible Contours . . . . . 777--799
Martin Rumpf and
Benedikt Wirth A Nonlinear Elastic Shape Averaging
Approach . . . . . . . . . . . . . . . . 800--833
Shingyu Leung and
Gang Liang and
Knut Solna and
Hongkai Zhao Expectation-Maximization Algorithm with
Local Adaptivity . . . . . . . . . . . . 834--857
Guy Rosman and
Lorina Dascal and
Avram Sidi and
Ron Kimmel Efficient Beltrami Image Filtering via
Vector Extrapolation Methods . . . . . . 858--878
Daniela Calvetti and
Harri Hakula and
Sampsa Pursiainen and
Erkki Somersalo Conditionally Gaussian Hypermodels for
Cerebral Source Localization . . . . . . 879--909
M. Prato and
M. Piana and
A. G. Emslie and
G. J. Hurford and
E. P. Kontar and
A. M. Massone A Regularized Visibility-Based Approach
to Astronomical Imaging Spectroscopy . . 910--930
J. Rabin and
J. Delon and
Y. Gousseau A Statistical Approach to the Matching
of Local Features . . . . . . . . . . . 931--958
Kanghui Guo and
Demetrio Labate Characterization and Analysis of Edges
Using the Continuous Shearlet Transform 959--986
Moacyr Alvim Silva and
Ralph Teixeira and
Luiz Velho Affine Skeletons and Monge--Amp\`ere
Equations . . . . . . . . . . . . . . . 987--1001
Y. Capdeboscq and
J. Fehrenbach and
F. de Gournay and
O. Kavian Imaging by Modification: Numerical
Reconstruction of Local Conductivities
from Corresponding Power Density
Measurements . . . . . . . . . . . . . . 1003--1030
Gershon Wolansky Incompressible, Quasi-Isometric
Deformations of $2$-Dimensional Domains 1031--1048
Eugene Demidenko Statistical Hypothesis Testing for
Postreconstructed and Postregistered
Medical Images . . . . . . . . . . . . . 1049--1067
O. Museyko and
M. Stiglmayr and
K. Klamroth and
G. Leugering On the application of the
Monge--Kantorovich problem to image
registration . . . . . . . . . . . . . . 1068--1097
Justin Romberg Compressive Sensing by Random
Convolution . . . . . . . . . . . . . . 1098--1128
Martin Burger and
Lin He and
Carola-Bibiane Schönlieb Cahn--Hilliard Inpainting and a
Generalization for Grayvalue Images . . 1129--1167
Yiqiu Dong and
Michael Hintermüller and
Marrick Neri An Efficient Primal-Dual Method for
${\rm L}^1{\rm TV}$ Image Restoration 1168--1189
Christoph Brune and
Helmut Maurer and
Marcus Wagner Detection of Intensity and Motion Edges
within Optical Flow via Multidimensional
Control . . . . . . . . . . . . . . . . 1190--1210
Vicent Caselles and
Gabriele Facciolo and
Enric Meinhardt Anisotropic Cheeger Sets and
Applications . . . . . . . . . . . . . . 1211--1254
Robert Muise Compressive Imaging: An Application . . 1255--1276
Albert C. Fannjiang Compressive Imaging of Subwavelength
Structures . . . . . . . . . . . . . . . 1277--1291
Fang Li and
Michael K. Ng and
Chaomin Shen Multiplicative Noise Removal with
Spatially Varying Regularization
Parameters . . . . . . . . . . . . . . . 1--20
Marc Droske and
Andrea Bertozzi Higher-Order Feature-Preserving
Geometric Regularization . . . . . . . . 21--51
Lok Ming Lui and
Sheshadri Thiruvenkadam and
Yalin Wang and
Paul M. Thompson and
Tony F. Chan Optimized Conformal Surface Registration
with Shape-based Landmark Matching . . . 52--78
Hamed Hamid Muhammed and
Fredrik Bergholm Sensitivity Analysis of Multichannel
Images Intended for Instantaneous
Imaging Spectrometry Applications . . . 79--109
Samuel Dambreville and
Romeil Sandhu and
Anthony Yezzi and
Allen Tannenbaum A Geometric Approach to Joint $2$D
Region-Based Segmentation and $3$D Pose
Estimation Using a $3$D Shape Prior . . 110--132
Julianne Chung and
James G. Nagy and
Ioannis Sechopoulos Numerical Algorithms for Polyenergetic
Digital Breast Tomosynthesis
Reconstruction . . . . . . . . . . . . . 133--152
Didier Auroux and
Lamia Jaafar Belaid and
Badreddine Rjaibi Application of the Topological Gradient
Method to Color Image Restoration . . . 153--175
Felipe Arrate and
J. Tilak Ratnanather and
Laurent Younes Diffeomorphic Active Contours . . . . . 176--198
Christian Clason and
Bangti Jin and
Karl Kunisch A Semismooth Newton Method for
$\mathrm{L}^1$ Data Fitting with
Automatic Choice of Regularization
Parameters and Noise Calibration . . . . 199--231
W. Stefan and
R. A. Renaut and
A. Gelb Improved Total Variation-Type
Regularization Using Higher Order Edge
Detectors . . . . . . . . . . . . . . . 232--251
Xiaoqun Zhang and
Martin Burger and
Xavier Bresson and
Stanley Osher Bregmanized Nonlocal Regularization for
Deconvolution and Sparse Reconstruction 253--276
Fang Li and
Michael K. Ng and
Tie Yong Zeng and
Chunli Shen A Multiphase Image Segmentation Method
Based on Fuzzy Region Competition . . . 277--299
Chunlin Wu and
Xue-Cheng Tai Augmented Lagrangian Method, Dual
Methods, and Split Bregman Iteration for
ROF, Vectorial TV, and High Order Models 300--339
Roland Griesmaier Reconstruction of Thin Tubular
Inclusions in Three-Dimensional Domains
Using Electrical Impedance Tomography 340--362
Carlos Brito-Loeza and
Ke Chen Multigrid Algorithm for High Order
Denoising . . . . . . . . . . . . . . . 363--389
Martijn Frijlink and
Kees Wapenaar Reciprocity Theorems for One-Way Wave
Fields in Curvilinear Coordinate Systems 390--415
Liqun Qi and
Gaohang Yu and
Ed X. Wu Higher Order Positive Semidefinite
Diffusion Tensor Imaging . . . . . . . . 416--433
Fred K. Gruber and
Edwin A. Marengo Reinterpretation and Enhancement of
Signal-Subspace-Based Imaging Methods
for Extended Scatterers . . . . . . . . 434--461
Yilun Wang and
Wotao Yin Sparse Signal Reconstruction via
Iterative Support Detection . . . . . . 462--491
Kristian Bredies and
Karl Kunisch and
Thomas Pock Total Generalized Variation . . . . . . 492--526
Florian Steinke and
Matthias Hein and
Bernhard Schölkopf Nonparametric Regression between General
Riemannian Manifolds . . . . . . . . . . 527--563
Marc Fournier Automatic Grid Resolution and Efficient
Triangulation of Implicit Vector Field 564--577
Daniele Graziani and
Laure Blanc-Féraud and
Gilles Aubert A Formal ${\Gamma}$-Convergence Approach
for the Detection of Points in $2$-D
Images . . . . . . . . . . . . . . . . . 578--594
Albert C. Fannjiang and
Thomas Strohmer and
Pengchong Yan Compressed Remote Sensing of Sparse
Objects . . . . . . . . . . . . . . . . 595--618
Kalyani Krishnamurthy and
Maxim Raginsky and
Rebecca Willett Multiscale Photon-Limited Spectral Image
Reconstruction . . . . . . . . . . . . . 619--645
Gabriel Peyré and
Jalal Fadili and
Jean-Luc Starck Learning the Morphological Diversity . . 646--669
Thomas Batard Clifford Bundles: a Common Framework for
Image, Vector Field, and Orthonormal
Frame Field Regularization . . . . . . . 670--701
Julie Delon and
Agn\`es Desolneux Stabilization of Flicker-Like Effects in
Image Sequences through Local Contrast
Correction . . . . . . . . . . . . . . . 703--734
Rustum Choksi and
Yves van Gennip Deblurring of One Dimensional Bar Codes
via Total Variation Energy Minimization 735--764
Xiaojun Chen and
Weijun Zhou Smoothing Nonlinear Conjugate Gradient
Method for Image Restoration Using
Nonsmooth Nonconvex Minimization . . . . 765--790
Santi S. Adavani and
George Biros Fast Algorithms for Source
Identification Problems with Elliptic
PDE Constraints . . . . . . . . . . . . 791--808
Josselin Garnier and
Knut Sòlna Cross Correlation and Deconvolution of
Noise Signals in Randomly Layered Media 809--834
Ibrahima J. Ndiour and
Jochen Teizer and
Patricio A. Vela A Probabilistic Contour Observer for
Online Visual Tracking . . . . . . . . . 835--855
Wotao Yin Analysis and Generalizations of the
Linearized Bregman Method . . . . . . . 856--877
Daniel Freedman and
Pavel Kisilev KDE Paring and a Faster Mean Shift
Algorithm . . . . . . . . . . . . . . . 878--903
Micha Feigin and
Nir Sochen and
Baba C. Vemuri Anisotropic $\alpha$-Kernels and
Associated Flows . . . . . . . . . . . . 904--925
Shyong Jian Shyu and
Kun Chen Visual Multiple-Secret Sharing by Circle
Random Grids . . . . . . . . . . . . . . 926--953
Alfred S. Carasso Bochner Subordination, Logarithmic
Diffusion Equations, and Blind
Deconvolution of Hubble Space Telescope
Imagery and Other Scientific Data . . . 954--980
J. Calder and
A. Mansouri and
A. Yezzi Image Sharpening via Sobolev Gradient
Flows . . . . . . . . . . . . . . . . . 981--1014
Ernie Esser and
Xiaoqun Zhang and
Tony F. Chan A General Framework for a Class of First
Order Primal-Dual Algorithms for Convex
Optimization in Imaging Science . . . . 1015--1046
Guillermo Sapiro Special Section on Optimization in
Imaging Sciences . . . . . . . . . . . . 1047--1047
Sebastian Nowozin and
Christoph H. Lampert Global Interactions in Random Field
Models: a Potential Function Ensuring
Connectedness . . . . . . . . . . . . . 1048--1074
Olof Enqvist and
Fredrik Kahl and
Carl Olsson and
Kalle Åström Global Optimization for One-Dimensional
Structure and Motion Problems . . . . . 1075--1095
Marc C. Robini and
Isabelle E. Magnin Optimization by Stochastic Continuation 1096--1121
Thomas Pock and
Daniel Cremers and
Horst Bischof and
Antonin Chambolle Global Solutions of Variational Models
with Convex Regularization . . . . . . . 1122--1145
Stephen Becker and
Jérôme Bobin and
Emmanuel J. Cand\`es NESTA: a Fast and Accurate First-Order
Method for Sparse Recovery . . . . . . . 1--39
Tim Pfitzenreiter and
Thomas Schuster Tomographic Reconstruction of the Curl
and Divergence of $2$D Vector Fields
Taking Refractions into Account . . . . 40--56
Martin Storath Directional Multiscale Amplitude and
Phase Decomposition by the Monogenic
Curvelet Transform . . . . . . . . . . . 57--78
T. Teuber and
G. Steidl and
P. Gwosdek and
C. Schmaltz and
J. Weickert Dithering by Differences of Convex
Functions . . . . . . . . . . . . . . . 79--108
Ganesh Sundaramoorthi and
Andrea Mennucci and
Stefano Soatto and
Anthony Yezzi A New Geometric Metric in the Space of
Curves, and Applications to Tracking
Deforming Objects by Prediction and
Filtering . . . . . . . . . . . . . . . 109--145
William W. Hager and
Dzung T. Phan and
Hongchao Zhang Gradient-Based Methods for Sparse
Recovery . . . . . . . . . . . . . . . . 146--165
Matthias W. Seeger and
Hannes Nickisch Large Scale Bayesian Inference and
Experimental Design for Sparse Linear
Models . . . . . . . . . . . . . . . . . 166--199
A. Katsevich and
M. Silver and
A. Zamyatin Local Tomography and the Motion
Estimation Problem . . . . . . . . . . . 200--219
Arie Nakhmani and
Allen Tannenbaum Particle Filtering with Region-based
Matching for Tracking of Partially
Occluded and Scaled Targets . . . . . . 220--242
Arjuna Flenner and
Gary Hewer A Helmholtz Principle Approach to
Parameter Free Change Detection and
Coherent Motion Using Exchangeable
Random Variables . . . . . . . . . . . . 243--276
Antonin Chambolle and
Stacey E. Levine and
Bradley J. Lucier An Upwind Finite-Difference Method for
Total Variation-Based Image Smoothing 277--299
Prashant Athavale and
Eitan Tadmor Integro-Differential Equations Based on
$(BV, L^1)$ Image Decomposition . . . . 300--312
Xue-Cheng Tai and
Jooyoung Hahn and
Ginmo Jason Chung A Fast Algorithm for Euler's Elastica
Model Using Augmented Lagrangian Method 313--344
Michael K. Ng and
Wei Wang A Total Variation Model for Retinex . . 345--365
M. Goldman Continuous Primal-Dual Methods for Image
Processing . . . . . . . . . . . . . . . 366--385
James Damon and
Peter Giblin and
Gareth Haslinger Local Image Features Resulting from
$3$-Dimensional Geometric Features,
Illumination, and Movement: II . . . . . 386--412
Pierre Maurel and
Jean-François Aujol and
Gabriel Peyré Locally Parallel Texture Modeling . . . 413--447
Pierre Weiss and
Alexandre Fournier and
Laure Blanc-Féraud and
Gilles Aubert On the Illumination Invariance of the
Level Lines under Directed Light:
Application to Change Detection . . . . 448--471
N. Sabater and
J.-M. Morel and
A. Almansa How Accurate Can Block Matches Be in
Stereo Vision? . . . . . . . . . . . . . 472--500
E. M. Smith and
S. V. Tsynkov Dual Carrier Probing for Spaceborne SAR
Imaging . . . . . . . . . . . . . . . . 501--542
A. Singer and
Y. Shkolnisky Three-Dimensional Structure
Determination from Common Lines in
Cryo-EM by Eigenvectors and Semidefinite
Programming . . . . . . . . . . . . . . 543--572
Zuowei Shen and
Kim-Chuan Toh and
Sangwoon Yun An Accelerated Proximal Gradient
Algorithm for Frame-Based Image
Restoration via the Balanced Approach 573--596
Wenhua Gao and
Andrea Bertozzi Level Set Based Multispectral
Segmentation with Corners . . . . . . . 597--617
Alireza Aghasi and
Misha Kilmer and
Eric L. Miller Parametric Level Set Methods for Inverse
Problems . . . . . . . . . . . . . . . . 618--650
Cécile Louchet and
Lionel Moisan Total Variation as a Local Filter . . . 651--694
El Mostafa Kalmoun and
Luis Garrido and
Vicent Caselles Line Search Multilevel Optimization as
Computational Methods for Dense Optical
Flow . . . . . . . . . . . . . . . . . . 695--722
A. Singer and
Z. Zhao and
Y. Shkolnisky and
R. Hadani Viewing Angle Classification of
Cryo-Electron Microscopy Images Using
Eigenvectors . . . . . . . . . . . . . . 723--759
Vincent Duval and
Jean-François Aujol and
Yann Gousseau A Bias-Variance Approach for the
Nonlocal Means . . . . . . . . . . . . . 760--788
Markus Haltmeier Inversion Formulas for a Cylindrical
Radon Transform . . . . . . . . . . . . 789--806
Raymond H. Chan and
Junfeng Yang and
Xiaoming Yuan Alternating Direction Method for Image
Inpainting in Wavelet Domains . . . . . 807--826
L. Borcea and
G. Papanicolaou and
C. Tsogka Adaptive Time-Frequency Detection and
Filtering for Imaging in Heavy Clutter 827--849
Jianliang Qian and
Plamen Stefanov and
Gunther Uhlmann and
Hongkai Zhao An Efficient Neumann Series-Based
Algorithm for Thermoacoustic and
Photoacoustic Tomography with Variable
Sound Speed . . . . . . . . . . . . . . 850--883
Isabel N. Figueiredo and
Pedro N. Figueiredo and
Nuno Almeida Image-Driven Parameter Estimation in
Absorption-Diffusion Models of
Chromoscopy . . . . . . . . . . . . . . 884--904
Camille Couprie and
Leo Grady and
Hugues Talbot and
Laurent Najman Combinatorial Continuous Maximum Flow 905--930
Kangyu Ni and
Somantika Datta and
Prasun Mahanti and
Svetlana Roudenko and
Douglas Cochran Efficient Deterministic Compressed
Sensing for Images with Chirps and
Reed--Muller Codes . . . . . . . . . . . 931--953
Pascal Getreuer Contour Stencils: Total Variation along
Curves for Adaptive Image Interpolation 954--979
Thomas März Image Inpainting Based on Coherence
Transport with Adapted Distance
Functions . . . . . . . . . . . . . . . 981--1000
Michael F. Barnsley and
Brendan Harding and
Konstantin Igudesman How to Transform and Filter Images Using
Iterated Function Systems . . . . . . . 1001--1028
Esther Klann A Mumford--Shah-Like Method for Limited
Data Tomography with an Application to
Electron Tomography . . . . . . . . . . 1029--1048
J. Lellmann and
C. Schnörr Continuous Multiclass Labeling
Approaches and Algorithms . . . . . . . 1049--1096
Habib Ammari and
Mark Asch and
Lili Guadarrama Bustos and
Vincent Jugnon and
Hyeonbae Kang Transient Wave Imaging with Limited-View
Data . . . . . . . . . . . . . . . . . . 1097--1121
Hui Ji and
Sibin Huang and
Zuowei Shen and
Yuhong Xu Robust Video Restoration by Joint Sparse
and Low Rank Matrix Approximation . . . 1122--1142
Frédéric Cao and
Yann Gousseau and
Simon Masnou and
Patrick Pérez Geometrically Guided Exemplar-Based
Inpainting . . . . . . . . . . . . . . . 1143--1179
Margaret Cheney and
Brett Borden Theory of Waveform-Diverse Moving-Target
Spotlight Synthetic-Aperture Radar . . . 1180--1199
Jonas Haehnle and
Andreas Prohl Mumford--Shah--Euler Flow with Sphere
Constraint and Applications to Color
Image Inpainting . . . . . . . . . . . . 1200--1233
Wei Zhu and
Tony Chan Image Denoising Using Mean Curvature of
Image Surface . . . . . . . . . . . . . 1--32
Zhengming Xing and
Mingyuan Zhou and
Alexey Castrodad and
Guillermo Sapiro and
Lawrence Carin Dictionary Learning for Noisy and
Incomplete Hyperspectral Images . . . . 33--56
Amir Averbuch and
Shai Dekel and
Shay Deutsch Adaptive Compressed Image Sensing Using
Dictionaries . . . . . . . . . . . . . . 57--89
Yunmei Chen and
William Hager and
Feng Huang and
Dzung Phan and
Xiaojing Ye and
Wotao Yin Fast Algorithms for Image Reconstruction
with Application to Partially Parallel
MR Imaging . . . . . . . . . . . . . . . 90--118
Bingsheng He and
Xiaoming Yuan Convergence Analysis of Primal-Dual
Algorithms for a Saddle-Point Problem:
From Contraction Perspective . . . . . . 119--149
Michael Möller and
Todd Wittman and
Andrea L. Bertozzi and
Martin Burger A Variational Approach for Sharpening
High Dimensional Images . . . . . . . . 150--178
Albert Fannjiang and
Wenjing Liao Coherence Pattern-Guided Compressive
Sensing with Unresolved Grids . . . . . 179--202
Laurent Demanet and
Matthew Ferrara and
Nicholas Maxwell and
Jack Poulson and
Lexing Ying A Butterfly Algorithm for Synthetic
Aperture Radar Imaging . . . . . . . . . 203--243
Martin Bauer and
Philipp Harms and
Peter W. Michor Almost Local Metrics on Shape Space of
Hypersurfaces in $n$-Space . . . . . . . 244--310
Michael Breuß and
Emiliano Cristiani and
Jean-Denis Durou and
Maurizio Falcone and
Oliver Vogel Perspective Shape from Shading:
Ambiguity Analysis and Numerical
Approximations . . . . . . . . . . . . . 311--342
Sasan Mahmoodi Edge Detection Filter based on
Mumford--Shah Green Function . . . . . . 343--365
K. Bredies and
M. Holler A Total Variation-Based JPEG
Decompression Model . . . . . . . . . . 366--393
Mario Micheli and
Peter W. Michor and
David Mumford Sectional Curvature in Terms of the
Cometric, with Applications to the
Riemannian Manifolds of Landmarks . . . 394--433
Angelos Barmpoutis and
Jeffrey Ho and
Baba C. Vemuri Approximating Symmetric Positive
Semidefinite Tensors of Even Order . . . 434--464
Martin Hanke One Shot Inverse Scattering via Rational
Approximation . . . . . . . . . . . . . 465--482
N. Sepasian and
J. H. M. ten Thije Boonkkamp and
B. M. Ter Haar Romeny and
A. Vilanova Multivalued Geodesic Ray-Tracing for
Computing Brain Connections Using
Diffusion Tensor Imaging . . . . . . . . 483--504
Christian Clason and
Bangti Jin A Semismooth Newton Method for Nonlinear
Parameter Identification Problems with
Impulsive Noise . . . . . . . . . . . . 505--536
Bastian Goldluecke and
Evgeny Strekalovskiy and
Daniel Cremers The Natural Vectorial Total Variation
Which Arises from Geometric Measure
Theory . . . . . . . . . . . . . . . . . 537--563
Habib Ammari and
Josselin Garnier and
Hyeonbae Kang and
Mikyoung Lim and
Knut Sòlna Multistatic Imaging of Extended Targets 564--600
Parimah Kazemi and
Ionut Danaila Sobolev Gradients and Image
Interpolation . . . . . . . . . . . . . 601--624
Siu Kai Choy and
Ningning Jia and
Chong Sze Tong and
Man Lai Tang and
Edmund Y. Lam A Robust Computational Algorithm for
Inverse Photomask Synthesis in Optical
Projection Lithography . . . . . . . . . 625--651
R. Sadek and
C. Constantinopoulos and
E. Meinhardt and
C. Ballester and
V. Caselles On Affine Invariant Descriptors Related
to SIFT . . . . . . . . . . . . . . . . 652--687
Kye M. Taylor and
François G. Meyer A Random Walk on Image Patches . . . . . 688--725
Thomas Fidler and
Markus Grasmair and
Otmar Scherzer Shape Reconstruction with a Priori
Knowledge Based on Integral Invariants 726--745
Tsz Wai Wong and
Lok Ming Lui and
Paul M. Thompson and
Tony F. Chan Intrinsic Feature Extraction on
Hippocampal Surfaces and Its
Applications . . . . . . . . . . . . . . 746--768
Ling Wang and
Birsen Yazici Passive Imaging of Moving Targets Using
Sparse Distributed Apertures . . . . . . 769--808
Weihong Guo and
Wotao Yin Edge Guided Reconstruction for
Compressive Imaging . . . . . . . . . . 809--834
Rodolphe Jenatton and
Alexandre Gramfort and
Vincent Michel and
Guillaume Obozinski and
Evelyn Eger and
Francis Bach and
Bertrand Thirion Multiscale Mining of fMRI Data with
Hierarchical Structured Sparsity . . . . 835--856
M. Fornasier and
Y. Kim and
A. Langer and
C.-B. Schönlieb Wavelet Decomposition Method for
$L_2$/TV-Image Deblurring . . . . . . . 857--885
Yuanchang Sun and
Jack Xin Nonnegative Sparse Blind Source
Separation for NMR Spectroscopy by Data
Clustering, Model Reduction, and
$\ell_1$ Minimization . . . . . . . . . 886--911
Nick Polydorides and
Alireza Aghasi and
Eric L. Miller High-Order Regularized Regression in
Electrical Impedance Tomography . . . . 912--943
Ery Arias-Castro and
Joseph Salmon and
Rebecca Willett Oracle Inequalities and Minimax Rates
for Nonlocal Means and Related Adaptive
Kernel-Based Methods . . . . . . . . . . 944--992
Tze Siong Lau and
Andy M. Yip A Fast Method for Segmenting Images with
Additive Intensity Value . . . . . . . . 993--1021
Miyoun Jung and
Gabriel Peyré and
Laurent D. Cohen Nonlocal Active Contours . . . . . . . . 1022--1054
Gloria Haro and
Antoni Buades and
Jean-Michel Morel Photographing Paintings by Image Fusion 1055--1087
Yoel Shkolnisky and
Amit Singer Viewing Direction Estimation in Cryo-EM
Using Synchronization . . . . . . . . . 1088--1110
Daniele Graziani and
Laure Blanc-Féraud and
Gilles Aubert Erratum: A Formal $ \Gamma $-Convergence
Approach for the Detection of Points in
$2$-D Images . . . . . . . . . . . . . . 1111--1112
Antonin Chambolle and
Daniel Cremers and
Thomas Pock A Convex Approach to Minimal Partitions 1113--1158
Ryan Hass and
Adel Faridani Regions of Backprojection and Comet Tail
Artifacts for $ \pi $-Line
Reconstruction Formulas in Tomography 1159--1184
William R. Carson and
Minhua Chen and
Miguel R. D. Rodrigues and
Robert Calderbank and
Lawrence Carin Communications-Inspired Projection
Design with Application to Compressive
Sensing . . . . . . . . . . . . . . . . 1185--1212
Jan Koenderink and
Andrea van Doorn Gauge Fields in Pictorial Space . . . . 1213--1233
Mauricio Delbracio and
Andrés Almansa and
Jean-Michel Morel and
Pablo Musé Subpixel Point Spread Function
Estimation from Two Photographs at
Different Distances . . . . . . . . . . 1234--1260
Jeremy M. Allan and
Michael J. Collins The Generation of Correlated Gamma
Distributed Random Fields for the
Simulation of Synthetic Aperture Radar
Images . . . . . . . . . . . . . . . . . 1261--1290
Gitta Kutyniok and
Morteza Shahram and
Xiaosheng Zhuang ShearLab: a Rational Design of a Digital
Parabolic Scaling Algorithm . . . . . . 1291--1332
Kumaradevan Punithakumar and
Jing Yuan and
Ismail Ben Ayed and
Shuo Li and
Yuri Boykov A Convex Max-Flow Approach to
Distribution-Based Figure-Ground
Separation . . . . . . . . . . . . . . . 1333--1354
Jeff Calder and
Selim Esedo\uglu On the Circular Area Signature for
Graphs . . . . . . . . . . . . . . . . . 1355--1379
Ronald DeVore and
Guergana Petrova and
Matthew Hielsberg and
Luke Owens and
Billy Clack and
Alok Sood Processing Terrain Point Cloud Data . . 1--31
Kui Ren and
Hao Gao and
Hongkai Zhao A Hybrid Reconstruction Method for
Quantitative PAT . . . . . . . . . . . . 32--55
Mark A. Iwen and
Fadil Santosa and
Rachel Ward A Symbol-Based Algorithm for Decoding
Bar Codes . . . . . . . . . . . . . . . 56--77
Yonathan Aflalo and
Ron Kimmel and
Michael Zibulevsky Conformal Mapping with as Uniform as
Possible Conformal Factor . . . . . . . 78--101
Michael Unser and
Nicolas Chenouard A Unifying Parametric Framework for $2$D
Steerable Wavelet Transforms . . . . . . 102--135
A. Singer and
H.-T. Wu Two-Dimensional Tomography from Noisy
Projections Taken at Unknown Random
Directions . . . . . . . . . . . . . . . 136--175
J. Dardé and
N. Hyvönen and
A. Seppänen and
S. Staboulis Simultaneous Reconstruction of Outer
Boundary Shape and Admittivity
Distribution in Electrical Impedance
Tomography . . . . . . . . . . . . . . . 176--198
Emmanuel J. Cand\`es and
Yonina C. Eldar and
Thomas Strohmer and
Vladislav Voroninski Phase Retrieval via Matrix Completion 199--225
Hayden Schaeffer and
Stanley Osher A Low Patch-Rank Interpretation of
Texture . . . . . . . . . . . . . . . . 226--262
Peyman Milanfar Symmetrizing Smoothing Filters . . . . . 263--284
Habib Ammari and
Thomas Boulier and
Josselin Garnier Modeling Active Electrolocation in
Weakly Electric Fish . . . . . . . . . . 285--321
Kees Wapenaar and
Jan Thorbecke On the Retrieval of the Directional
Scattering Matrix from Directional Noise 322--340
Stefan Sommer and
Mads Nielsen and
Sune Darkner and
Xavier Pennec Higher-Order Momentum Distributions and
Locally Affine LDDMM Registration . . . 341--367
Xiaohao Cai and
Raymond Chan and
Tieyong Zeng A Two-Stage Image Segmentation Method
Using a Convex Variant of the
Mumford--Shah Model and Thresholding . . 368--390
M. C. Beltrametti and
A. M. Massone and
M. Piana Hough Transform of Special Classes of
Curves . . . . . . . . . . . . . . . . . 391--412
Esther Klann and
Ronny Ramlau Regularization Properties of
Mumford--Shah-Type Functionals with
Perimeter and Norm Constraints for
Linear Ill-Posed Problems . . . . . . . 413--436
Ning Hao and
Misha E. Kilmer and
Karen Braman and
Randy C. Hoover Facial Recognition Using Tensor-Tensor
Decompositions . . . . . . . . . . . . . 437--463
Xiaohao Cai and
Raymond Chan and
Serena Morigi and
Fiorella Sgallari Vessel Segmentation in Medical Imaging
Using a Tight-Frame--Based Algorithm . . 464--486
Tuomo Valkonen and
Kristian Bredies and
Florian Knoll Total Generalized Variation in Diffusion
Tensor Imaging . . . . . . . . . . . . . 487--525
Yi Wang and
Arthur Szlam and
Gilad Lerman Robust Locally Linear Analysis with
Applications to Image Denoising and
Blind Inpainting . . . . . . . . . . . . 526--562
Emilie Chouzenoux and
Anna Jezierska and
Jean-Christophe Pesquet and
Hugues Talbot A Majorize-Minimize Subspace Approach
for $ \ell_2 $-$ \ell_0 $ Image
Regularization . . . . . . . . . . . . . 563--591
Guang Cheng and
Baba C. Vemuri A Novel Dynamic System in the Space of
SPD Matrices with Applications to
Appearance Tracking . . . . . . . . . . 592--615
Roberto Mecca and
Maurizio Falcone Uniqueness and Approximation of a
Photometric Shape-from-Shading Model . . 616--659
Alexander Belyaev Implicit Image Differentiation and
Filtering with Applications to Image
Sharpening . . . . . . . . . . . . . . . 660--679
Raymond H. Chan and
Min Tao and
Xiaoming Yuan Constrained Total Variation Deblurring
Models and Fast Algorithms Based on
Alternating Direction Method of
Multipliers . . . . . . . . . . . . . . 680--697
J. A. Dobrosotskaya and
A. L. Bertozzi Analysis of the Wavelet Ginzburg--Landau
Energy in Image Applications with Edges 698--729
Pengwen Chen and
Ching-Long Lin and
I-Liang Chern A Perfect Match Condition for Point-Set
Matching Problems Using the Optimal Mass
Transport Approach . . . . . . . . . . . 730--764
Mehmet Ali Aktas and
Jovisa Zuni\'c A Family of Shape Ellipticity Measures
for Galaxy Classification . . . . . . . 765--781
Ajit Rajwade and
David Kittle and
Tsung-Han Tsai and
David Brady and
Lawrence Carin Coded Hyperspectral Imaging and Blind
Compressive Sensing . . . . . . . . . . 782--812
Yohann Tendero and
Jean-Michel Morel and
Bernard Rougé The Flutter Shutter Paradox . . . . . . 813--847
Gitta Kutyniok Clustered Sparsity and Separation of
Cartoon and Texture . . . . . . . . . . 848--874
Myungjoo Kang and
Sangwoon Yun and
Hyenkyun Woo Two-Level Convex Relaxed Variational
Model for Multiplicative Denoising . . . 875--903
Mila Nikolova Description of the Minimizers of Least
Squares Regularized with $ \ell_0
$-norm. Uniqueness of the Global
Minimizer . . . . . . . . . . . . . . . 904--937
Karl Kunisch and
Thomas Pock A Bilevel Optimization Approach for
Parameter Learning in Variational Models 938--983
John Paul Ward and
Kunal Narayan Chaudhury and
Michael Unser Decay Properties of Riesz Transforms and
Steerable Wavelets . . . . . . . . . . . 984--998
Yi-Qing Wang and
Jean-Michel Morel SURE Guided Gaussian Mixture Image
Denoising . . . . . . . . . . . . . . . 999--1034
Deanna Needell and
Rachel Ward Stable Image Reconstruction Using Total
Variation Minimization . . . . . . . . . 1035--1058
Ming-Jun Lai and
Wotao Yin Augmented $ \ell_1 $ and Nuclear-Norm
Models with a Globally Linearly
Convergent Algorithm . . . . . . . . . . 1059--1091
Josselin Garnier and
George Papanicolaou and
Adrien Semin and
Chrysoula Tsogka Signal-to-Noise Ratio Estimation in
Passive Correlation-Based Imaging . . . 1092--1110
Armin Lechleiter and
Dinh-Liem Nguyen Factorization Method for Electromagnetic
Inverse Scattering from Biperiodic
Structures . . . . . . . . . . . . . . . 1111--1139
Julie Delon and
Agn\`es Desolneux A Patch-Based Approach for Removing
Impulse or Mixed Gaussian-Impulse Noise 1140--1174
Mark Hubenthal Numerical Recovery of Source
Singularities via the Radiative Transfer
Equation with Partial Data . . . . . . . 1175--1198
Hugo Raguet and
Jalal Fadili and
Gabriel Peyré A Generalized Forward-Backward Splitting 1199--1226
Ming Yan Restoration of Images Corrupted by
Impulse Noise and Mixed Gaussian Impulse
Noise Using Blind Inpainting . . . . . . 1227--1245
Camille Couprie and
Leo Grady and
Laurent Najman and
Jean-Christophe Pesquet and
Hugues Talbot Dual Constrained TV-Based Regularization
on Graphs . . . . . . . . . . . . . . . 1246--1273
Juan Cardelino and
Vicent Caselles and
Marcelo Bertalmío and
Gregory Randall A Contrario Selection of Optimal
Partitions for Image Segmentation . . . 1274--1317
Wei Wang and
Michael K. Ng A Variational Approach for Image
Stitching I . . . . . . . . . . . . . . 1318--1344
Michael K. Ng and
Wei Wang A Variational Approach for Image
Stitching II: Using Image Gradients . . 1345--1366
Meredith L. Coletta and
R. Andrew Hicks and
Shari Moskow The Frobenius Integrability Theorem and
the Blind-Spot Problem for Motor
Vehicles . . . . . . . . . . . . . . . . 1367--1384
Michael Hintermüller and
Tao Wu Nonconvex TV$^q$-Models in Image
Restoration: Analysis and a Trust-Region
Regularization-Based Superlinearly
Convergent Solver . . . . . . . . . . . 1385--1415
Patrick Guidotti and
Yunho Kim and
James Lambers Image Restoration with a New Class of
Forward--Backward--Forward Diffusion
Equations of Perona--Malik Type with
Applications to Satellite Image
Enhancement . . . . . . . . . . . . . . 1416--1444
Liliana Borcea and
Thomas Callaghan and
George Papanicolaou Synthetic Aperture Radar Imaging and
Motion Estimation via Robust Principal
Component Analysis . . . . . . . . . . . 1445--1476
Habib Ammari and
Thomas Boulier and
Josselin Garnier and
Hyeonbae Kang and
Han Wang Tracking of a Mobile Target Using
Generalized Polarization Tensors . . . . 1477--1498
François Destrempes and
Jonathan Porée and
Guy Cloutier Estimation Method of the Homodyned
$K$-Distribution Based on the Mean
Intensity and Two Log-Moments . . . . . 1499--1530
Yannan Chen and
Yuhong Dai and
Deren Han and
Wenyu Sun Positive Semidefinite Generalized
Diffusion Tensor Imaging via Quadratic
Semidefinite Programming . . . . . . . . 1531--1552
Weihong Guo and
Ming-Jun Lai Box Spline Wavelet Frames for Image Edge
Analysis . . . . . . . . . . . . . . . . 1553--1578
Yonathan Aflalo and
Ron Kimmel and
Dan Raviv Scale Invariant Geometry for Nonrigid
Shapes . . . . . . . . . . . . . . . . . 1579--1597
Yiqiu Dong and
Tieyong Zeng A Convex Variational Model for Restoring
Blurred Images with Multiplicative Noise 1598--1625
Bastian Goldluecke and
Evgeny Strekalovskiy and
Daniel Cremers Tight Convex Relaxations for
Vector-Valued Labeling . . . . . . . . . 1626--1664
M. Lebrun and
A. Buades and
J. M. Morel A Nonlocal Bayesian Image Denoising
Algorithm . . . . . . . . . . . . . . . 1665--1688
Qiegen Liu and
Dong Liang and
Ying Song and
Jianhua Luo and
Yuemin Zhu and
Wenshu Li Augmented Lagrangian-Based Sparse
Representation Method with Dictionary
Updating for Image Deblurring . . . . . 1689--1718
Paul Swoboda and
Christoph Schnörr Convex Variational Image Restoration
with Histogram Priors . . . . . . . . . 1719--1735
S. Bonettini and
A. Cornelio and
M. Prato A New Semiblind Deconvolution Approach
for Fourier-Based Image Restoration: an
Application in Astronomy . . . . . . . . 1736--1757
Yangyang Xu and
Wotao Yin A Block Coordinate Descent Method for
Regularized Multiconvex Optimization
with Applications to Nonnegative Tensor
Factorization and Completion . . . . . . 1758--1789
Jesús Angulo Morphological Bilateral Filtering . . . 1790--1822
Wei Wang and
Michael K. Ng A Variational Histogram Equalization
Method for Image Contrast Enhancement 1823--1849
J. Bigot and
R. Gouet and
A. López Geometric PCA of Images . . . . . . . . 1851--1879
Lok Ming Lui and
Ka Chun Lam and
Tsz Wai Wong and
Xianfeng Gu Texture Map and Video Compression Using
Beltrami Representation . . . . . . . . 1880--1902
Ekaterina Merkurjev and
Tijana Kosti\'c and
Andrea L. Bertozzi An MBO Scheme on Graphs for
Classification and Image Processing . . 1903--1930
Alessandro Lanza and
Serena Morigi and
Fiorella Sgallari and
Anthony J. Yezzi Variational Image Denoising Based on
Autocorrelation Whiteness . . . . . . . 1931--1955
Frédéric Sur and
Nicolas Noury and
Marie-Odile Berger An \em A Contrario Model for Matching
Interest Points under Geometric and
Photometric Constraints . . . . . . . . 1956--1978
Haizhao Yang and
Lexing Ying Synchrosqueezed Wave Packet Transform
for $2$D Mode Decomposition . . . . . . 1979--2009
Ernie Esser and
Yifei Lou and
Jack Xin A Method for Finding Structured Sparse
Solutions to Nonnegative Least Squares
Problems with Applications . . . . . . . 2010--2046
Kalyani Krishnamurthy and
Waheed U. Bajwa and
Rebecca Willett Level Set Estimation from Projection
Measurements: Performance Guarantees and
Fast Computation . . . . . . . . . . . . 2047--2074
Alireza Aghasi and
Justin Romberg Sparse Shape Reconstruction . . . . . . 2075--2108
Aswin C. Sankaranarayanan and
Pavan K. Turaga and
Rama Chellappa and
Richard G. Baraniuk Compressive Acquisition of Linear
Dynamical Systems . . . . . . . . . . . 2109--2133
Michael Hintermüller and
Andreas Langer Subspace Correction Methods for a Class
of Nonsmooth and Nonadditive Convex
Variational Problems with Mixed $ L^1 /
L^2 $ Data-Fidelity in Image Processing 2134--2173
Habib Ammari and
Elie Bretin and
Josselin Garnier and
Wenjia Jing and
Hyeonbae Kang and
Abdul Wahab Localization, Stability, and Resolution
of Topological Derivative Based Imaging
Functionals in Elasticity . . . . . . . 2174--2212
Likun Hou and
Hui Ji and
Zuowei Shen Recovering Over-/Underexposed Regions in
Photographs . . . . . . . . . . . . . . 2213--2235
Michaël Sdika A Sharp Sufficient Condition for
B-Spline Vector Field Invertibility.
Application to Diffeomorphic
Registration and Interslice
Interpolation . . . . . . . . . . . . . 2236--2257
Liyan Ma and
Jian Yu and
Tieyong Zeng Sparse Representation Prior and Total
Variation--Based Image Deblurring under
Impulse Noise . . . . . . . . . . . . . 2258--2284
Jingzhi Li and
Hongyu Liu and
Qi Wang Locating Multiple Multiscale
Electromagnetic Scatterers by a Single
Far-Field Measurement . . . . . . . . . 2285--2309
Elif Vural and
Pascal Frossard Analysis of Descent-Based Image
Registration . . . . . . . . . . . . . . 2310--2349
Ali Gholami and
Mauricio D. Sacchi Fast $3$D Blind Seismic Deconvolution
via Constrained Total Variation and GCV 2350--2369
Alhussein Fawzi and
Pascal Frossard Image Registration with Sparse
Approximations in Parametric
Dictionaries . . . . . . . . . . . . . . 2370--2403
Kui Ren and
Hongkai Zhao Quantitative Fluorescence Photoacoustic
Tomography . . . . . . . . . . . . . . . 2404--2429
N. Hoze and
Z. Schuss and
D. Holcman Reconstruction of Surface and Stochastic
Dynamics from a Planar Projection of
Trajectories . . . . . . . . . . . . . . 2430--2449
Lanhui Wang and
Amit Singer and
Zaiwen Wen Orientation Determination of Cryo-EM
Images Using Least Unsquared Deviations 2450--2483
Tomás Crivelli and
Bruno Cernuschi-Frias and
Patrick Bouthemy and
Jian-Feng Yao Motion Textures: Modeling,
Classification, and Segmentation Using
Mixed-State Markov Random Fields . . . . 2484--2520
Cheng Tai and
Xiaoqun Zhang and
Zuowei Shen Wavelet Frame Based Multiphase Image
Segmentation . . . . . . . . . . . . . . 2521--2546
Nicolas Charon and
Alain Trouvé The Varifold Representation of
Nonoriented Shapes for Diffeomorphic
Registration . . . . . . . . . . . . . . 2547--2580
Martin Rumpf and
Benedikt Wirth Discrete Geodesic Calculus in Shape
Space and Applications in the Space of
Viscous Fluidic Objects . . . . . . . . 2581--2602
Nicolas Papadakis and
Romain Yildizoglu and
Jean-François Aujol and
Vicent Caselles High-Dimension Multilabel Problems:
Convex or Nonconvex Relaxation? . . . . 2603--2639
Cécile Louchet and
Lionel Moisan Posterior Expectation of the Total
Variation Model: Properties and
Experiments . . . . . . . . . . . . . . 2640--2684
Zelong Wang and
Jubo Zhu and
Fengxia Yan and
Meihua Xie Fidelity-Beltrami-Sparsity Model for
Inverse Problems in Multichannel Image
Processing . . . . . . . . . . . . . . . 2685--2713
Chrysoula Tsogka and
Dimitrios A. Mitsoudis and
Symeon Papadimitropoulos Selective Imaging of Extended Reflectors
in Two-Dimensional Waveguides . . . . . 2714--2739
Cecilia Aguerrebere and
Julie Delon and
Yann Gousseau and
Pablo Musé Best Algorithms for HDR Image
Generation. A Study of Performance
Bounds . . . . . . . . . . . . . . . . . 1--34
Boris Alexeev and
Afonso S. Bandeira and
Matthew Fickus and
Dustin G. Mixon Phase Retrieval with Polarization . . . 35--66
Jessica Bosch and
David Kay and
Martin Stoll and
Andrew J. Wathen Fast Solvers for Cahn--Hilliard
Inpainting . . . . . . . . . . . . . . . 67--97
Raymond Chan and
Hongfei Yang and
Tieyong Zeng A Two-Stage Image Segmentation Method
for Blurry Images with Poisson or
Multiplicative Gamma Noise . . . . . . . 98--127
Gilles Puy and
P. Vandergheynst Robust Image Reconstruction from
Multiview Measurements . . . . . . . . . 128--156
Jérôme Gilles and
Giang Tran and
Stanley Osher $2$D Empirical Transforms. Wavelets,
Ridgelets, and Curvelets Revisited . . . 157--186
Marcelo Bertalmío and
Stacey Levine Denoising an Image by Denoising Its
Curvature Image . . . . . . . . . . . . 187--211
Nicolas Papadakis and
Gabriel Peyré and
Edouard Oudet Optimal Transport with Proximal
Splitting . . . . . . . . . . . . . . . 212--238
Habib Ammari and
Josselin Garnier and
Pierre Millien Backpropagation Imaging in Nonlinear
Harmonic Holography in the Presence of
Measurement and Medium Noises . . . . . 239--276
Louis Le Tarnec and
François Destrempes and
Guy Cloutier and
Damien Garcia A Proof of Convergence of the
Horn--Schunck Optical Flow Algorithm in
Arbitrary Dimension . . . . . . . . . . 277--293
Evgeny Strekalovskiy and
Antonin Chambolle and
Daniel Cremers Convex Relaxation of Vectorial Problems
with Coupled Regularization . . . . . . 294--336
Lok Ming Lui and
Chengfeng Wen Geometric Registration of High-Genus
Surfaces . . . . . . . . . . . . . . . . 337--365
Yunho Kim and
John B. Garnett and
Luminita A. Vese Image Restoration Using One-Dimensional
Sobolev Norm Profiles of Noise and
Texture . . . . . . . . . . . . . . . . 366--390
Lok Ming Lui and
Ka Chun Lam and
Shing-Tung Yau and
Xianfeng Gu Teichmuller Mapping ($T$-Map) and Its
Applications to Landmark Matching
Registration . . . . . . . . . . . . . . 391--426
Valentina Staneva and
Laurent Younes Modeling and Estimation of Shape
Deformation for Topology-Preserving
Object Tracking . . . . . . . . . . . . 427--455
Xi-Le Zhao and
Fan Wang and
Michael K. Ng A New Convex Optimization Model for
Multiplicative Noise and Blur Removal 456--475
Gui-Song Xia and
Sira Ferradans and
Gabriel Peyré and
Jean-François Aujol Synthesizing and Mixing Stationary
Gaussian Texture Models . . . . . . . . 476--508
Richard Kowar On Time Reversal in Photoacoustic
Tomography for Tissue Similar to Water 509--527
Yunho Kim and
Hemant D. Tagare Intensity Nonuniformity Correction for
Brain MR Images with Known Voxel Classes 528--557
Gang Bao and
Junshan Lin and
Séraphin M. Mefire Numerical Reconstruction of
Electromagnetic Inclusions in Three
Dimensions . . . . . . . . . . . . . . . 558--577
Roberto Mecca and
Ariel Tankus and
Aaron Wetzler and
Alfred M. Bruckstein A Direct Differential Approach to
Photometric Stereo with Perspective
Viewing . . . . . . . . . . . . . . . . 579--612
Jérôme Fehrenbach and
Pierre Weiss Processing Stationary Noise: Model and
Parameter Selection in Variational
Methods . . . . . . . . . . . . . . . . 613--640
Benjamin Kunsberg and
Steven W. Zucker How Shading Constrains Surface Patches
without Knowledge of Light Sources . . . 641--668
U. Boscain and
R. A. Chertovskih and
J. P. Gauthier and
A. O. Remizov Hypoelliptic Diffusion and Human Vision:
a Semidiscrete New Twist . . . . . . . . 669--695
Songting Luo and
Jianliang Qian and
Plamen Stefanov Adjoint State Method for the
Identification Problem in SPECT:
Recovery of Both the Source and the
Attenuation in the Attenuated X-Ray
Transform . . . . . . . . . . . . . . . 696--715
Dai-Qiang Chen Regularized Generalized Inverse
Accelerating Linearized Alternating
Minimization Algorithm for Frame-Based
Poissonian Image Deblurring . . . . . . 716--739
Yifei Lou and
Ernie Esser and
Hongkai Zhao and
Jack Xin Partially Blind Deblurring of Barcode
from Out-of-Focus Blur . . . . . . . . . 740--760
J. Duran and
A. Buades and
B. Coll and
C. Sbert A Nonlocal Variational Model for
Pansharpening Image Fusion . . . . . . . 761--796
Xuejun Liao and
Hui Li and
Lawrence Carin Generalized Alternating Projection for
Weighted-$ \ell_{2, 1} $ Minimization
with Applications to Model-Based
Compressive Sensing . . . . . . . . . . 797--823
Ling Wang and
Birsen Yazici Bistatic Synthetic Aperture Radar
Imaging of Moving Targets Using
Ultra-Narrowband Continuous Waveforms 824--866
Gang Bao and
Peijun Li Near-Field Imaging of Infinite Rough
Surfaces in Dielectric Media . . . . . . 867--899
Sergey Kushnarev and
Akil Narayan Approximating the Weil--Petersson Metric
Geodesics on the Universal Teichmüller
Space by Singular Solutions . . . . . . 900--923
G. Rigaud and
A. Lakhal and
A. K. Louis Series Expansions of the Reconstruction
Kernel of the Radon Transform over a
Cormack-Type Family of Curves with
Applications in Tomography . . . . . . . 924--943
Zhengmeng Jin and
Fang Li and
Michael K. Ng A Variational Approach for Image
Decolorization by Variance Maximization 944--968
Faming Fang and
Fang Li and
Tieyong Zeng Single Image Dehazing and Denoising: a
Fast Variational Approach . . . . . . . 969--996
Bin Han and
Zhenpeng Zhao Tensor Product Complex Tight Framelets
with Increasing Directionality . . . . . 997--1034
Kanya Ishizaka Weak*-Convergence to Minimum Energy
Measure and Dispersed-Dot Halftoning . . 1035--1079
Claire Boyer and
Pierre Weiss and
Jérémie Bigot An Algorithm for Variable Density
Sampling with Block-Constrained
Acquisition . . . . . . . . . . . . . . 1080--1107
Felipe Calderero and
Vicent Caselles Multiscale Analysis for Images on
Riemannian Manifolds . . . . . . . . . . 1108--1170
P. Héas and
F. Lavancier and
S. Kadri-Harouna Self-Similar Prior and Wavelet Bases for
Hidden Incompressible Turbulent Motion 1171--1209
Josselin Garnier and
George Papanicolaou Role of Scattering in Virtual Source
Array Imaging . . . . . . . . . . . . . 1210--1236
Dirk A. Lorenz and
Frank Schöpfer and
Stephan Wenger The Linearized Bregman Method via Split
Feasibility Problems: Analysis and
Generalizations . . . . . . . . . . . . 1237--1262
Yaron Lipman Bijective Mappings of Meshes with
Boundary and the Degree in Mesh
Processing . . . . . . . . . . . . . . . 1263--1283
Youngjoon Cha and
Gi Yun Lee and
Seongjai Kim Image Zooming by Curvature Interpolation
and Iterative Refinement . . . . . . . . 1284--1308
Weihong Guo and
Jing Qin and
Wotao Yin A New Detail-Preserving Regularization
Scheme . . . . . . . . . . . . . . . . . 1309--1334
François Monard Numerical Implementation of Geodesic
X-Ray Transforms and Their Inversion . . 1335--1357
Anwei Chai and
Miguel Moscoso and
George Papanicolaou Imaging Strong Localized Scatterers with
Sparsity Promoting Optimization . . . . 1358--1387
Peter Ochs and
Yunjin Chen and
Thomas Brox and
Thomas Pock iPiano: Inertial Proximal Algorithm for
Nonconvex Optimization . . . . . . . . . 1388--1419
Nicolas Gillis Successive Nonnegative Projection
Algorithm for Robust Nonnegative Blind
Source Separation . . . . . . . . . . . 1420--1450
Heike Benninghoff and
Harald Garcke Efficient Image Segmentation and
Restoration Using Parametric Curve
Evolution with Junctions and Topology
Changes . . . . . . . . . . . . . . . . 1451--1483
Antonin Chambolle and
Khalid Jalalzai Adapted Basis for Nonlocal
Reconstruction of Missing Spectrum . . . 1484--1502
Ernesto Zacur and
Matias Bossa and
Salvador Olmos Left-Invariant Riemannian Geodesics on
Spatial Transformation Groups . . . . . 1503--1557
Juha Tiirola Image Decompositions Using Spaces of
Variable Smoothness and Integrability 1558--1587
Tom Goldstein and
Brendan O'Donoghue and
Simon Setzer and
Richard Baraniuk Fast Alternating Direction Optimization
Methods . . . . . . . . . . . . . . . . 1588--1623
Yann Traonmilin and
Cecilia Aguerrebere Simultaneous High Dynamic Range and
Superresolution Imaging without
Regularization . . . . . . . . . . . . . 1624--1644
Tammy Riklin Raviv and
Yi Gao and
James J. Levitt and
Sylvain Bouix Statistical Shape Analysis of
Neuroanatomical Structures via
Level-Set-based Shape Morphing . . . . . 1645--1668
Jae Kyu Choi and
Hyoung Suk Park and
Shuai Wang and
Yi Wang and
Jin Keun Seo Inverse Problem in Quantitative
Susceptibility Mapping . . . . . . . . . 1669--1689
Ben Adcock and
Milana Gataric and
Anders Hansen On Stable Reconstructions from
Nonuniform Fourier Measurements . . . . 1690--1723
Daniel O'Connor and
Lieven Vandenberghe Primal-Dual Decomposition by Operator
Splitting and Applications to Image
Deblurring . . . . . . . . . . . . . . . 1724--1754
W. Naetar and
O. Scherzer Quantitative Photoacoustic Tomography
with Piecewise Constant Material
Parameters . . . . . . . . . . . . . . . 1755--1774
Alexander Cloninger and
Wojciech Czaja and
Ruiliang Bai and
Peter J. Basser Solving $2$D Fredholm Integral from
Incomplete Measurements Using
Compressive Sensing . . . . . . . . . . 1775--1798
Guanghui Hu and
Jingzhi Li and
Hongyu Liu and
Hongpeng Sun Inverse Elastic Scattering for
Multiscale Rigid Bodies with a Single
Far-Field Pattern . . . . . . . . . . . 1799--1825
Martin Storath and
Andreas Weinmann Fast Partitioning of Vector-Valued
Images . . . . . . . . . . . . . . . . . 1826--1852
Sira Ferradans and
Nicolas Papadakis and
Gabriel Peyré and
Jean-François Aujol Regularized Discrete Optimal Transport 1853--1882
Habib Ammari and
Minh Phuong Tran and
Han Wang Shape Identification and Classification
in Echolocation . . . . . . . . . . . . 1883--1905
Sung Ha Kang and
Wei Zhu and
Jackie Jianhong Shen Illusory Shapes via Corner Fusion . . . 1907--1936
Guy Gilboa A Total Variation Spectral Framework for
Scale and Texture Analysis . . . . . . . 1937--1961
Nicolas Chauffert and
Philippe Ciuciu and
Jonas Kahn and
Pierre Weiss Variable Density Sampling with
Continuous Trajectories . . . . . . . . 1962--1992
Alasdair Newson and
Andrés Almansa and
Matthieu Fradet and
Yann Gousseau and
Patrick Pérez Video Inpainting of Complex Scenes . . . 1993--2019
Jérémy Rapin and
Jérôme Bobin and
Anthony Larue and
Jean-Luc Starck NMF with Sparse Regularizations in
Transformed Domains . . . . . . . . . . 2020--2047
Robert Winkler and
Andreas Rieder Resolution-Controlled Conductivity
Discretization in Electrical Impedance
Tomography . . . . . . . . . . . . . . . 2048--2077
Guan-Ju Peng and
Wen-Liang Hwang Reweighted and Adaptive Morphology
Separation . . . . . . . . . . . . . . . 2078--2104
Ju Sun and
Yuqian Zhang and
John Wright Efficient Point-to-Subspace Query in $
\ell^1 $ with Application to Robust
Object Instance Recognition . . . . . . 2105--2138
F. Lenzen and
J. Lellmann and
F. Becker and
C. Schnörr Solving Quasi-Variational Inequalities
for Image Restoration with Adaptive
Constraint Sets . . . . . . . . . . . . 2139--2174
Ratiba Derfoul and
Carole Le Guyader A Relaxed Problem of Registration Based
on the Saint Venant--Kirchhoff Material
Stored Energy for the Mapping of Mouse
Brain Gene Expression Data to a
Neuroanatomical Mouse Atlas . . . . . . 2175--2195
Saima Ben Hadj and
Laure Blanc-Féraud and
Gilles Aubert Space Variant Blind Image Restoration 2196--2225
Andreas Weinmann and
Laurent Demaret and
Martin Storath Total Variation Regularization for
Manifold-Valued Data . . . . . . . . . . 2226--2257
Martin Holler and
Karl Kunisch On Infimal Convolution of TV-Type
Functionals and Applications to Video
and Image Reconstruction . . . . . . . . 2258--2300
Martin Genzel and
Gitta Kutyniok Asymptotic Analysis of Inpainting via
Universal Shearlet Systems . . . . . . . 2301--2339
Praveen Cyriac and
Thomas Batard and
Marcelo Bertalmío A Nonlocal Variational Formulation for
the Improvement of Tone Mapped Images 2340--2363
Ka Chun Lam and
Lok Ming Lui Landmark- and Intensity-Based
Registration with Large Deformations via
Quasi-conformal Maps . . . . . . . . . . 2364--2392
Thomas Batard and
Marcelo Bertalmío On Covariant Derivatives and Their
Applications to Image Regularization . . 2393--2422
Denis Brazey and
Bruno Portier A New Spherical Mixture Model for Head
Detection in Depth Images . . . . . . . 2423--2447
Charles-Alban Deledalle and
Samuel Vaiter and
Jalal Fadili and
Gabriel Peyré Stein Unbiased GrAdient estimator of the
Risk (SUGAR) for Multiple Parameter
Selection . . . . . . . . . . . . . . . 2448--2487
Mariano Tepper and
Guillermo Sapiro A Biclustering Framework for Consensus
Problems . . . . . . . . . . . . . . . . 2488--2525
Bingsheng He and
Yanfei You and
Xiaoming Yuan On the Convergence of Primal-Dual Hybrid
Gradient Algorithm . . . . . . . . . . . 2526--2537
Guillaume Bal and
Chenxi Guo and
François Monard Imaging of Anisotropic Conductivities
from Current Densities in Two Dimensions 2538--2557
R. A. Guler and
S. Tari and
G. Unal Screened Poisson Hyperfields for Shape
Coding . . . . . . . . . . . . . . . . . 2558--2590
A. Fraysse and
T. Rodet A Measure-Theoretic Variational Bayesian
Algorithm for Large Dimensional Problems 2591--2622
Mike Davies and
Gilles Puy and
Pierre Vandergheynst and
Yves Wiaux A Compressed Sensing Framework for
Magnetic Resonance Fingerprinting . . . 2623--2656
Francisco Bernal and
Juan A. Acebrón and
Immanuel Anjam A Stochastic Algorithm Based on Fast
Marching for Automatic Capacitance
Extraction in Non-Manhattan Geometries 2657--2674
Tsz Wai Wong and
Hong-kai Zhao Computation of Quasi-Conformal Surface
Maps Using Discrete Beltrami Flow . . . 2675--2699
Audric Drogoul Numerical Analysis of the Topological
Gradient Method for Fourth Order Models
and Applications to the Detection of
Fine Structures in Imaging . . . . . . . 2700--2731
Roberto Mecca and
Aaron Wetzler and
Alfred M. Bruckstein and
Ron Kimmel Near Field Photometric Stereo with Point
Light Sources . . . . . . . . . . . . . 2732--2770
Michael Moeller and
Eva-Maria Brinkmann and
Martin Burger and
Tamara Seybold Color Bregman TV . . . . . . . . . . . . 2771--2806
Xiang Pan and
Yongqiang Ye and
Jianhong Wang and
Xudong Gao and
Chun He and
Danwei Wang and
Bin Jiang and
Lihua Li Complex Composite Derivative and Its
Application to Edge Detection . . . . . 2807--2832
Jan Lellmann and
Dirk A. Lorenz and
Carola Schönlieb and
Tuomo Valkonen Imaging with Kantorovich--Rubinstein
Discrepancy . . . . . . . . . . . . . . 2833--2859
Elif Vural and
Pascal Frossard Analysis of Image Registration with
Tangent Distance . . . . . . . . . . . . 2860--2915
Ronny Bergmann and
Friederike Laus and
Gabriele Steidl and
Andreas Weinmann Second Order Differences of Cyclic Data
and Applications in Variational
Denoising . . . . . . . . . . . . . . . 2916--2953
P. Elbau and
O. Scherzer Modelling the Effect of Focusing
Detectors in Photoacoustic Sectional
Imaging . . . . . . . . . . . . . . . . 1--18
A. C. G. Mennucci and
A. Duci Banach-Like Distances and Metric Spaces
of Compact Sets . . . . . . . . . . . . 19--66
Pui Tung Choi and
Ka Chun Lam and
Lok Ming Lui FLASH: Fast Landmark Aligned Spherical
Harmonic Parameterization for Genus-$0$
Closed Brain Surfaces . . . . . . . . . 67--94
M. Myllykoski and
R. Glowinski and
T. Kärkkäinen and
T. Rossi A New Augmented Lagrangian Approach for
$ L^1 $-mean Curvature Image Denoising 95--125
E. Katsevich and
A. Katsevich and
A. Singer Covariance Matrix Estimation for the
Cryo-EM Heterogeneity Problem . . . . . 126--185
Mikhail Gilman and
Semyon Tsynkov A Mathematical Model for SAR Imaging
beyond the First Born Approximation . . 186--225
John Paul Ward and
Minji Lee and
Jong Chul Ye and
Michael Unser Interior Tomography Using $1$D
Generalized Total Variation. Part I:
Mathematical Foundation . . . . . . . . 226--247
Josselin Garnier and
George Papanicolaou and
Adrien Semin and
Chrysoula Tsogka Signal to Noise Ratio Analysis in
Virtual Source Array Imaging . . . . . . 248--279
Carlos Borges and
Leslie Greengard Inverse Obstacle Scattering in Two
Dimensions with Multiple Frequency Data
and Multiple Angles of Incidence . . . . 280--298
Kaitlyn Voccola Synthetic Aperture Radar Correlation
Imaging . . . . . . . . . . . . . . . . 299--330
Peter Ochs and
Alexey Dosovitskiy and
Thomas Brox and
Thomas Pock On Iteratively Reweighted Algorithms for
Nonsmooth Nonconvex Optimization in
Computer Vision . . . . . . . . . . . . 331--372
Hayden Schaeffer and
Yi Yang and
Stanley Osher Space-Time Regularization for Video
Decompression . . . . . . . . . . . . . 373--402
Dan Raviv and
Ramesh Raskar Scale Invariant Metrics of Volumetric
Datasets . . . . . . . . . . . . . . . . 403--425
Robert Hesse and
D. Russell Luke and
Shoham Sabach and
Matthew K. Tam Proximal Heterogeneous Block
Implicit-Explicit Method and Application
to Blind Ptychographic Diffraction
Imaging . . . . . . . . . . . . . . . . 426--457
Inbal Horev and
Boaz Nadler and
Ery Arias-Castro and
Meirav Galun and
Ronen Basri Detection of Long Edges on a
Computational Budget: a Sublinear
Approach . . . . . . . . . . . . . . . . 458--483
Martin Bauer and
Markus Grasmair and
Clemens Kirisits Optical Flow on Moving Manifolds . . . . 484--512
T. Arens and
A. Lechleiter Indicator Functions for Shape
Reconstruction Related to the Linear
Sampling Method . . . . . . . . . . . . 513--535
F. Pierre and
J.-F. Aujol and
A. Bugeau and
N. Papadakis and
V.-T. Ta Luminance-Chrominance Model for Image
Colorization . . . . . . . . . . . . . . 536--563
Huibin Chang and
Xue-Cheng Tai and
Li-Lian Wang and
Danping Yang Convergence Rate of Overlapping Domain
Decomposition Methods for the
Rudin--Osher--Fatemi Model Based on a
Dual Formulation . . . . . . . . . . . . 564--591
Markus Haltmeier and
Sergiy Pereverzyev, Jr. Recovering a Function from Circular
Means or Wave Data on the Boundary of
Parabolic Domains . . . . . . . . . . . 592--610
Frédéric Sur and
Michel Grédiac Measuring the Noise of Digital Imaging
Sensors by Stacking Raw Images Affected
by Vibrations and Illumination
Flickering . . . . . . . . . . . . . . . 611--643
Yuyuan Ouyang and
Yunmei Chen and
Guanghui Lan and
Eduardo Pasiliao, Jr. An Accelerated Linearized Alternating
Direction Method of Multipliers . . . . 644--681
Clarice Poon On the Role of Total Variation in
Compressed Sensing . . . . . . . . . . . 682--720
Miyoun Jung and
Myungjoo Kang Simultaneous Cartoon and Texture Image
Restoration with Higher-Order
Regularization . . . . . . . . . . . . . 721--756
Nguyen Trung Th\`anh and
Larisa Beilina and
Michael V. Klibanov and
Michael A. Fiddy Imaging of Buried Objects from
Experimental Backscattering
Time-Dependent Measurements Using a
Globally Convergent Inverse Algorithm 757--786
Dominique Zosso and
Giang Tran and
Stanley J. Osher Non-Local Retinex --- A Unifying
Framework and Beyond . . . . . . . . . . 787--826
Thomas Möllenhoff and
Evgeny Strekalovskiy and
Michael Moeller and
Daniel Cremers The Primal-Dual Hybrid Gradient Method
for Semiconvex Splittings . . . . . . . 827--857
Ali Gooya and
Christos Davatzikos and
Alejandro F. Frangi A Bayesian Approach to Sparse Model
Selection in Statistical Shape Models 858--887
Antoni Buades and
Gabriele Facciolo Reliable Multiscale and Multiwindow
Stereo Matching . . . . . . . . . . . . 888--915
S. Z. Kovalsky and
D. Glasner and
R. Basri A Global Approach for Solving
Edge-Matching Puzzles . . . . . . . . . 916--938
Roland Griesmaier and
Martin Hanke Multifrequency Impedance Imaging with
Multiple Signal Classification . . . . . 939--967
Verena Bögelein and
Frank Duzaar and
Paolo Marcellini A Time Dependent Variational Approach to
Image Restoration . . . . . . . . . . . 968--1006
Yi Gao and
Liangjia Zhu and
Joshua Cates and
Rob S. MacLeod and
Sylvain Bouix and
Allen Tannenbaum A Kalman Filtering Perspective for
Multiatlas Segmentation . . . . . . . . 1007--1029
Andreas Mang and
George Biros An Inexact Newton--Krylov Algorithm for
Constrained Diffeomorphic Image
Registration . . . . . . . . . . . . . . 1030--1069
Guillaume Bal and
Sébastien Imperiale Displacement Reconstructions in
Ultrasound Elastography . . . . . . . . 1070--1089
Stamatios Lefkimmiatis and
Anastasios Roussos and
Petros Maragos and
Michael Unser Structure Tensor Total Variation . . . . 1090--1122
Laurence Cherfils and
Hussein Fakih and
Alain Miranville On the
Bertozzi--Esedo\uglu--Gillette--Cahn--Hilliard Equation with Logarithmic Nonlinear Terms 1123--1140
Yonathan Aflalo and
Haim Brezis and
Ron Kimmel On the Optimality of Shape and Data
Representation in the Spectral Domain 1141--1160
Nicolas Gillis and
Wing-Kin Ma Enhancing Pure-Pixel Identification
Performance via Preconditioning . . . . 1161--1186
Yaniv Romano and
Michael Elad Boosting of Image Denoising Algorithms 1187--1219
Onur Özyesil and
Amit Singer and
Ronen Basri Stable Camera Motion Estimation Using
Convex Programming . . . . . . . . . . . 1220--1262
Roland Glowinski and
Shingyu Leung and
Jianliang Qian A Penalization-Regularization-Operator
Splitting Method for Eikonal Based
Traveltime Tomography . . . . . . . . . 1263--1292
Louis Cuel and
Jacques-Olivier Lachaud and
Quentin Mérigot and
Boris Thibert Robust Geometry Estimation Using the
Generalized Voronoi Covariance Measure 1293--1314
S. Giordano and
N. Pinamonti and
M. Piana and
A. M. Massone The Process of Data Formation for the
\em Spectrometer/Telescope for Imaging
X-rays (STIX) in \em Solar Orbiter . . . 1315--1331
Xinxin Li and
Xiaoming Yuan A Proximal Strictly Contractive
Peaceman--Rachford Splitting Method for
Convex Programming with Applications to
Imaging . . . . . . . . . . . . . . . . 1332--1365
S. Allassonni\`ere and
S. Durrleman and
E. Kuhn Bayesian Mixed Effect Atlas Estimation
with a Diffeomorphic Deformation Model 1367--1395
C. Knaus and
M. Zwicker Dual-Domain Filtering . . . . . . . . . 1396--1420
Jian Sun and
Tianqi Wu and
Xianfeng Gu and
Feng Luo Discrete Conformal Deformation:
Algorithm and Experiments . . . . . . . 1421--1456
B. Berkels and
A. Effland and
M. Rumpf Time Discrete Geodesic Paths in the
Space of Images . . . . . . . . . . . . 1457--1488
Aswin C. Sankaranarayanan and
Lina Xu and
Christoph Studer and
Yun Li and
Kevin F. Kelly and
Richard G. Baraniuk Video Compressive Sensing for Spatial
Multiplexing Cameras Using Motion-Flow
Models . . . . . . . . . . . . . . . . . 1489--1518
Adrian Galdran and
Javier Vazquez-Corral and
David Pardo and
Marcelo Bertalmío Enhanced Variational Image Dehazing . . 1519--1546
Alexei Novikov and
Miguel Moscoso and
George Papanicolaou Illumination Strategies for
Intensity-Only Imaging . . . . . . . . . 1547--1573
Daniel Santana-Cedrés and
Luis Gomez and
Miguel Alemán-Flores and
Agustín Salgado and
Julio Esclarín and
Luis Mazorra and
Luis Alvarez Invertibility and Estimation of
Two-Parameter Polynomial and Division
Lens Distortion Models . . . . . . . . . 1574--1606
Emmanuel Soubies and
Laure Blanc-Féraud and
Gilles Aubert A Continuous Exact $ \ell_0 $ Penalty
(CEL0) for Least Squares Regularized
Problem . . . . . . . . . . . . . . . . 1607--1639
Md. Zulfiquar Ali Bhotto and
M. Omair Ahmad and
M. N. S. Swamy An Improved Fast Iterative Shrinkage
Thresholding Algorithm for Image
Deblurring . . . . . . . . . . . . . . . 1640--1657
H. Çagri Yanik and
Birsen Yaz Synthetic Aperture Inversion for
Statistically Nonstationary Target and
Clutter Scenes . . . . . . . . . . . . . 1658--1686
Abdul Wahab Stability and Resolution Analysis of
Topological Derivative Based
Localization of Small Electromagnetic
Inclusions . . . . . . . . . . . . . . . 1687--1717
Martin Bauer and
Sarang Joshi and
Klas Modin Diffeomorphic Density Matching by
Optimal Information Transport . . . . . 1718--1751
Marc C. Robini and
Yuemin Zhu Generic Half-Quadratic Optimization for
Image Reconstruction . . . . . . . . . . 1752--1797
Yifei Lou and
Tieyong Zeng and
Stanley Osher and
Jack Xin A Weighted Difference of Anisotropic and
Isotropic Total Variation Model for
Image Processing . . . . . . . . . . . . 1798--1823
Prasad Sudhakar and
Laurent Jacques and
Xavier Dubois and
Philippe Antoine and
Luc Joannes Compressive Imaging and Characterization
of Sparse Light Deflection Maps . . . . 1824--1856
Cédric Vonesch and
Frédéric Stauber and
Michael Unser Steerable PCA for Rotation-Invariant
Image Recognition . . . . . . . . . . . 1857--1873
T. Hohage and
C. Rügge A Coherence Enhancing Penalty for
Diffusion MRI: Regularizing Property and
Discrete Approximation . . . . . . . . . 1874--1893
Federica Sciacchitano and
Yiqiu Dong and
Tieyong Zeng Variational Approach for Restoring
Blurred Images with Cauchy Noise . . . . 1894--1922
Liming Wang and
Jiaji Huang and
Xin Yuan and
Kalyani Krishnamurthy and
Joel Greenberg and
Volkan Cevher and
Miguel R. D. Rodrigues and
David Brady and
Robert Calderbank and
Lawrence Carin Signal Recovery and System Calibration
from Multiple Compressive Poisson
Measurements . . . . . . . . . . . . . . 1923--1954
Wei Wang and
Chuanjiang He A Variational Model with Barrier
Functionals for Retinex . . . . . . . . 1955--1980
Sol\`ene Ozeré and
Christian Gout and
Carole Le Guyader Joint Segmentation/Registration Model by
Shape Alignment via Weighted Total
Variation Minimization and Nonlinear
Elasticity . . . . . . . . . . . . . . . 1981--2020
Vadim Fedorov and
Pablo Arias and
Rida Sadek and
Gabriele Facciolo and
Coloma Ballester Linear Multiscale Analysis of
Similarities between Images on
Riemannian Manifolds: Practical Formula
and Affine Covariant Metrics . . . . . . 2021--2069
Lingyun Qiu and
Fadil Santosa Analysis of the Magnetoacoustic
Tomography with Magnetic Induction . . . 2070--2086
Yan Kaganovsky and
Shaobo Han and
Soysal Degirmenci and
David G. Politte and
David J. Brady and
Joseph A. O'Sullivan and
Lawrence Carin Alternating Minimization Algorithm with
Automatic Relevance Determination for
Transmission Tomography under Poisson
Noise . . . . . . . . . . . . . . . . . 2087--2132
R. Giryes and
M. Elad and
A. M. Bruckstein Sparsity Based Methods for
Overparameterized Variational Problems 2133--2159
Jan Lellmann and
Konstantinos Papafitsoros and
Carola Schönlieb and
Daniel Spector Analysis and Application of a Nonlocal
Hessian . . . . . . . . . . . . . . . . 2161--2202
Sohail Bahmani and
Justin Romberg Lifting for Blind Deconvolution in
Random Mask Imaging: Identifiability and
Convex Relaxation . . . . . . . . . . . 2203--2238
Caihua Chen and
Raymond H. Chan and
Shiqian Ma and
Junfeng Yang Inertial Proximal ADMM for Linearly
Constrained Separable Convex
Optimization . . . . . . . . . . . . . . 2239--2267
Jérôme Darbon On Convex Finite-Dimensional Variational
Methods in Imaging Sciences and
Hamilton--Jacobi Equations . . . . . . . 2268--2293
Wei Bian and
Xiaojun Chen Linearly Constrained Non-Lipschitz
Optimization for Image Restoration . . . 2294--2322
Gabriel Peyré Entropic Approximation of Wasserstein
Gradient Flows . . . . . . . . . . . . . 2323--2351
Jessica Bosch and
Martin Stoll A Fractional Inpainting Model Based on
the Vector-Valued Cahn--Hilliard
Equation . . . . . . . . . . . . . . . . 2352--2382
Fredrik Andersson and
Maarten V. de Hoop and
Herwig Wendt Multiscale Reverse-Time-Migration-Type
Imaging Using the Dyadic Parabolic
Decomposition of Phase Space . . . . . . 2383--2411
Abderrahim Elmoataz and
Matthieu Toutain and
Daniel Tenbrinck On the $p$-Laplacian and $ \infty
$-Laplacian on Graphs with Applications
in Image and Data Processing . . . . . . 2412--2451
Minji Lee and
Yoseob Han and
John Paul Ward and
Michael Unser and
Jong Chul Ye Interior Tomography Using $1$D
Generalized Total Variation. Part II:
Multiscale Implementation . . . . . . . 2452--2486
Jianping Zhang and
Ke Chen A Total Fractional-Order Variation Model
for Image Restoration with
Nonhomogeneous Boundary Conditions and
Its Numerical Solution . . . . . . . . . 2487--2518
Saiprasad Ravishankar and
Yoram Bresler Efficient Blind Compressed Sensing Using
Sparsifying Transforms with Convergence
Guarantees and Application to Magnetic
Resonance Imaging . . . . . . . . . . . 2519--2557
Ives Rey-Otero and
Mauricio Delbracio Is Repeatability an Unbiased Criterion
for Ranking Feature Detectors? . . . . . 2558--2580
Michael Hintermüller and
Tuomo Valkonen and
Tao Wu Limiting Aspects of Nonconvex $
{TV}^{\phi } $ Models . . . . . . . . . 2581--2621
Camille Sutour and
Charles-Alban Deledalle and
Jean-François Aujol Estimation of the Noise Level Function
Based on a Nonparametric Detection of
Homogeneous Image Regions . . . . . . . 2622--2661
Emilie Chouzenoux and
Anna Jezierska and
Jean-Christophe Pesquet and
Hugues Talbot A Convex Approach for Image Restoration
with Exact Poisson--Gaussian Likelihood 2662--2682
Josselin Garnier and
George Papanicolaou Passive Synthetic Aperture Imaging . . . 2683--2705
Hugo Raguet and
Lo\"\ic Landrieu Preconditioning of a Generalized
Forward-Backward Splitting and
Application to Optimization on Graphs 2706--2739
E. J. Bekkers and
R. Duits and
A. Mashtakov and
G. R. Sanguinetti A PDE Approach to Data-Driven
Sub-Riemannian Geodesics in $ S E(2) $ 2740--2770
Erez Farhan and
Rami Hagege Geometric Expansion for Local Feature
Analysis and Matching . . . . . . . . . 2771--2813
Kristian Bredies and
Martin Holler A TGV-Based Framework for Variational
Image Decompression, Zooming, and
Reconstruction. Part I: Analytics . . . 2814--2850
Kristian Bredies and
Martin Holler A TGV-Based Framework for Variational
Image Decompression, Zooming, and
Reconstruction. Part II: Numerics . . . 2851--2886
Alireza Aghasi and
Justin Romberg Convex Cardinal Shape Composition . . . 2887--2950
Julien Fageot and
Emrah Bostan and
Michael Unser Wavelet Statistics of Sparse and
Self-Similar Images . . . . . . . . . . 2951--2975
Paul Escande and
Pierre Weiss Sparse Wavelet Representations of
Spatially Varying Blurring Operators . . 2976--3014
Liliana Borcea and
Ilker Kocyigit Resolution Analysis of Imaging with $
\ell_1 $ Optimization . . . . . . . . . 3015--3050
Zichao (Wendy) Di and
Sven Leyffer and
Stefan M. Wild Optimization-Based Approach for Joint
X-Ray Fluorescence and Transmission
Tomographic Inversion . . . . . . . . . 1--23
Fang Li and
Tieyong Zeng A New Algorithm Framework for Image
Inpainting in Transform Domain . . . . . 24--51
Liliana Borcea and
Miguel Moscoso and
George Papanicolaou and
Chrysoula Tsogka Synthetic Aperture Imaging of Direction-
and Frequency-Dependent Reflectivities 52--81
Ezequiel López-Rubio Superresolution from a Single Noisy
Image by the Median Filter Transform . . 82--115
J. Duran and
M. Moeller and
C. Sbert and
D. Cremers Collaborative Total Variation: a General
Framework for Vectorial TV Models . . . 116--151
Lo\"\ic Simon and
Jean-Michel Morel Influence of Unknown Exterior Samples on
Interpolated Values for Band-Limited
Images . . . . . . . . . . . . . . . . . 152--184
Patrick Bardsley and
Fernando Guevara Vasquez Imaging with Power Controlled Source
Pairs . . . . . . . . . . . . . . . . . 185--211
G. Citti and
B. Franceschiello and
G. Sanguinetti and
A. Sarti Sub-Riemannian Mean Curvature Flow for
Image Processing . . . . . . . . . . . . 212--237
Giacomo Nardi and
Gabriel Peyré and
François-Xavier Vialard Geodesics on Shape Spaces with Bounded
Variation and Sobolev Metrics . . . . . 238--274
Yi-Qing Wang A Note on the Size of Denoising Neural
Networks . . . . . . . . . . . . . . . . 275--286
Gregory Vaksman and
Michael Zibulevsky and
Michael Elad Patch Ordering as a Regularization for
Inverse Problems in Image Processing . . 287--319
Marco Cuturi and
Gabriel Peyré A Smoothed Dual Approach for Variational
Wasserstein Problems . . . . . . . . . . 320--343
Sylvain Arguill\`ere and
Emmanuel Trélat and
Alain Trouvé and
Laurent Younes Registration of Multiple Shapes using
Constrained Optimal Control . . . . . . 344--385
Cristian E. Gutiérrez and
Ahmad Sabra Aspherical Lens Design and Imaging . . . 386--411
Veniamin I. Morgenshtern and
Emmanuel J. Cand\`es Super-Resolution of Positive Sources:
The Discrete Setup . . . . . . . . . . . 412--444
Yohann Tendero and
Jean-Michel Morel A Theory of Optimal Flutter Shutter for
Probabilistic Velocity Models . . . . . 445--480
V. Palamodov A Method of Reduction of Artifacts of
Quantitative Susceptibility Mapping . . 481--489
Emmanuel Soubies and
Laure Blanc-Féraud and
Gilles Aubert Erratum: A Continuous Exact $ \ell_0 $
Penalty (CEL0) for Least Squares
Regularized Problem . . . . . . . . . . 490--494
Jiulong Liu and
Xiaoqun Zhang and
Bin Dong and
Zuowei Shen and
Lixu Gu A Wavelet Frame Method with Shape Prior
for Ultrasound Video Segmentation . . . 495--519
Chang-Yeol Jung and
Sunghwan Moon Exact Inversion of the Cone Transform
Arising in an Application of a Compton
Camera Consisting of Line Detectors . . 520--536
P. Héas and
A. Drémeau and
C. Herzet An Efficient Algorithm for Video
Superresolution Based on a Sequential
Model . . . . . . . . . . . . . . . . . 537--572
Yannan Chen and
Yu-Hong Dai and
Deren Han Fiber Orientation Distribution
Estimation Using a Peaceman--Rachford
Splitting Method . . . . . . . . . . . . 573--604
Vladimir Kolmogorov and
Thomas Pock and
Michal Rolinek Total Variation on a Tree . . . . . . . 605--636
Fredrik Andersson and
Marcus Carlsson and
Viktor V. Nikitin Fast Algorithms and Efficient GPU
Implementations for the Radon Transform
and the Back-Projection Operator
Represented as Convolution Operators . . 637--664
Hossein Talebi and
Peyman Milanfar Asymptotic Performance of Global
Denoising . . . . . . . . . . . . . . . 665--683
Vladimir Druskin and
Alexander V. Mamonov and
Andrew E. Thaler and
Mikhail Zaslavsky Direct, Nonlinear Inversion Algorithm
for Hyperbolic Problems via
Projection-Based Model Reduction . . . . 684--747
Linh V. Nguyen and
Leonid A. Kunyansky A Dissipative Time Reversal Technique
for Photoacoustic Tomography in a Cavity 748--769
S. J. Hamilton and
J. M. Reyes and
S. Siltanen and
X. Zhang A Hybrid Segmentation and D-Bar Method
for Electrical Impedance Tomography . . 770--793
Yan-Ran Li and
Raymond H. Chan and
Lixin Shen and
Yung-Chin Hsu and
Wen-Yih Isaac Tseng An Adaptive Directional Haar
Framelet-Based Reconstruction Algorithm
for Parallel Magnetic Resonance Imaging 794--821
Hongyu Liu and
Yuliang Wang and
Can Yang Mathematical Design of a Novel
Gesture-Based Instruction/Input Device
Using Wave Detection . . . . . . . . . . 822--841
Timo Aspelmeier and
C. Charitha and
D. Russell Luke Local Linear Convergence of the
ADMM/Douglas--Rachford Algorithms
without Strong Convexity and Application
to Statistical Imaging . . . . . . . . . 842--868
Tiago Gaspar and
Paulo Oliveira and
Paolo Favaro Synchronization of Independently Moving
Cameras via Motion Recovery . . . . . . 869--900
Ronny Bergmann and
Johannes Persch and
Gabriele Steidl A Parallel Douglas-Rachford Algorithm
for Minimizing ROF-like Functionals on
Images with Values in Symmetric Hadamard
Manifolds . . . . . . . . . . . . . . . 901--937
Kati Niinimäki and
Matti Lassas and
Keijo Hämäläinen and
Aki Kallonen and
Ville Kolehmainen and
Esa Niemi and
Samuli Siltanen Multiresolution Parameter Choice Method
for Total Variation Regularized
Tomography . . . . . . . . . . . . . . . 938--974
Sylvain Arguill\`ere and
Michael I. Miller and
Laurent Younes Diffeomorphic Surface Registration with
Atrophy Constraints . . . . . . . . . . 975--1003
Greg Ongie and
Mathews Jacob Off-the-Grid Recovery of Piecewise
Constant Images from Few Fourier Samples 1004--1041
Zsuzsanna Püspöki and
John Paul Ward and
Daniel Sage and
Michael Unser On the Continuous Steering of the Scale
of Tight Wavelet Frames . . . . . . . . 1042--1062
Ruohan Zhan and
Bin Dong CT Image Reconstruction by Spatial-Radon
Domain Data-Driven Tight Frame
Regularization . . . . . . . . . . . . . 1063--1083
Matthias J. Ehrhardt and
Marta M. Betcke Multicontrast MRI Reconstruction with
Structure-Guided Total Variation . . . . 1084--1106
Xiao Bian and
Hamid Krim and
Alex Bronstein and
Liyi Dai Sparsity and Nullity: Paradigms for
Analysis Dictionary Learning . . . . . . 1107--1126
Frank Natterer Image Reconstruction in Quantitative
Susceptibility Mapping . . . . . . . . . 1127--1131
A. Hannukainen and
N. Hyvönen and
H. Majander and
T. Tarvainen Efficient Inclusion of Total Variation
Type Priors in Quantitative
Photoacoustic Tomography . . . . . . . . 1132--1153
Andreas Mang and
George Biros Constrained $ H^1 $-Regularization
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B. N. Hahn and
E. T. Quinto Detectable Singularities from Dynamic
Radon Data . . . . . . . . . . . . . . . 1195--1225
Jun-Liang Dong and
Junbin Gao and
Fujiao Ju and
Jinghua Shen Modulus Methods for Nonnegatively
Constrained Image Restoration . . . . . 1226--1246
Rujie Yin and
Bruno Cornelis and
Gabor Fodor and
Noelle Ocon and
David Dunson and
Ingrid Daubechies Removing Cradle Artifacts in X-Ray
Images of Paintings . . . . . . . . . . 1247--1272
Zhiming Chen and
Guanghui Huang A Direct Imaging Method for
Electromagnetic Scattering Data without
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Minru Bai and
Xiongjun Zhang and
Guyan Ni and
Chunfeng Cui An Adaptive Correction Approach for
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A. Carpio and
T. G. Dimiduk and
M. L. Rapún and
V. Selgas Noninvasive Imaging of Three-Dimensional
Micro and Nanostructures by Topological
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Shizuo Kaji and
Hiroyuki Ochiai A Concise Parametrization of Affine
Transformation . . . . . . . . . . . . . 1355--1373
Martin Burger and
Guy Gilboa and
Michael Moeller and
Lina Eckardt and
Daniel Cremers Spectral Decompositions Using
One-Homogeneous Functionals . . . . . . 1374--1408
Zhenzhou Wang A New Approach for Robust Segmentation
of the Noisy or Textured Images . . . . 1409--1436
Xiaosheng Zhuang Digital Affine Shear Transforms: Fast
Realization and Applications in
Image/Video Processing . . . . . . . . . 1437--1466
Bingsheng He and
Feng Ma and
Xiaoming Yuan Convergence Study on the Symmetric
Version of ADMM with Larger Step Sizes 1467--1501
Wensen Feng and
Hong Qiao and
Yunjin Chen Poisson Noise Reduction with
Higher-Order Natural Image Prior Model 1502--1524
Giovanni S. Alberti and
Habib Ammari and
Bangti Jin and
Jin-Keun Seo and
Wenlong Zhang The Linearized Inverse Problem in
Multifrequency Electrical Impedance
Tomography . . . . . . . . . . . . . . . 1525--1551
Maryam Yashtini and
Sung Ha Kang A Fast Relaxed Normal Two Split Method
and an Effective Weighted TV Approach
for Euler's Elastica Image Inpainting 1552--1581
Gary Pui-Tung Choi and
Kin Tat Ho and
Lok Ming Lui Spherical Conformal Parameterization of
Genus-$0$ Point Clouds for Meshing . . . 1582--1618
Melody Alsaker and
Jennifer L. Mueller A $D$-Bar Algorithm with \em a Priori
Information for $2$-Dimensional
Electrical Impedance Tomography . . . . 1619--1654
Mark A. Iwen and
Aditya Viswanathan and
Yang Wang Fast Phase Retrieval from Local
Correlation Measurements . . . . . . . . 1655--1688
Miguel Moscoso and
Alexei Novikov and
George Papanicolaou Coherent Imaging without Phases . . . . 1689--1707
Peter Kuchment and
Fatma Terzioglu Three-Dimensional Image Reconstruction
from Compton Camera Data . . . . . . . . 1708--1725
Guillaume Tartavel and
Gabriel Peyré and
Yann Gousseau Wasserstein Loss for Image Synthesis and
Restoration . . . . . . . . . . . . . . 1726--1755
Thomas Pock and
Shoham Sabach Inertial Proximal Alternating Linearized
Minimization (iPALM) for Nonconvex and
Nonsmooth Problems . . . . . . . . . . . 1756--1787
P.-A. Absil and
Pierre-Yves Gousenbourger and
Paul Striewski and
Benedikt Wirth Differentiable Piecewise-Bézier Surfaces
on Riemannian Manifolds . . . . . . . . 1788--1828
Vahan Hovhannisyan and
Panos Parpas and
Stefanos Zafeiriou MAGMA: Multilevel Accelerated Gradient
Mirror Descent Algorithm for Large-Scale
Convex Composite Minimization . . . . . 1829--1857
Roberto Mecca and
Yvain Quéau and
Fotios Logothetis and
Roberto Cipolla A Single-Lobe Photometric Stereo
Approach for Heterogeneous Material . . 1858--1888
Jorge Prendes and
Marie Chabert and
Frédéric Pascal and
Alain Giros and
Jean-Yves Tourneret A Bayesian Nonparametric Model Coupled
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Ting Wei Meng and
Gary Pui-Tung Choi and
Lok Ming Lui TEMPO: Feature-Endowed Teichmüller
Extremal Mappings of Point Clouds . . . 1922--1962
Federica Arrigoni and
Beatrice Rossi and
Andrea Fusiello Spectral Synchronization of Multiple
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Pierre Roussillon and
Joan Alexis Glaun\`es Kernel Metrics on Normal Cycles and
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Claire Boyer and
Nicolas Chauffert and
Philippe Ciuciu and
Jonas Kahn and
Pierre Weiss On the Generation of Sampling Schemes
for Magnetic Resonance Imaging . . . . . 2039--2072
V. Estellers and
M. A. Scott and
S. Soatto Robust Surface Reconstruction . . . . . 2073--2098
Min-Su Ko and
Yong-Jung Kim Resistivity Tensor Imaging via Network
Discretization of Faraday's Law . . . . 1--25
Fabio Camilli and
Silvia Tozza A Unified Approach to the Well-Posedness
of Some Non-Lambertian Models in
Shape-from-Shading Theory . . . . . . . 26--46
Martin Bauer and
Martins Bruveris and
Philipp Harms and
Jakob Mòller-Andersen A Numerical Framework for Sobolev
Metrics on the Space of Curves . . . . . 47--73
Lei Yang and
Ting Kei Pong and
Xiaojun Chen Alternating Direction Method of
Multipliers for a Class of Nonconvex and
Nonsmooth Problems with Applications to
Background/Foreground Extraction . . . . 74--110
Leonie Zeune and
Guus van Dalum and
Leon W. M. M. Terstappen and
Stephan A. van Gils and
Christoph Brune Multiscale Segmentation via Bregman
Distances and Nonlinear Spectral
Analysis . . . . . . . . . . . . . . . . 111--146
Liliana Borcea and
Ilker Kocyigit Imaging in Random Media with Convex
Optimization . . . . . . . . . . . . . . 147--190
Emmanuel Chevallier and
Emmanuel Kalunga and
Jesús Angulo Kernel Density Estimation on Spaces of
Gaussian Distributions and Symmetric
Positive Definite Matrices . . . . . . . 191--215
Julianne Chung and
Linh Nguyen Motion Estimation and Correction in
Photoacoustic Tomographic Reconstruction 216--242
Charles-Alban Deledalle and
Nicolas Papadakis and
Joseph Salmon and
Samuel Vaiter CLEAR: Covariant LEAst-Square Refitting
with Applications to Image Restoration 243--284
Marcelo Pereyra Maximum-a-Posteriori Estimation with
Bayesian Confidence Regions . . . . . . 285--302
Roberto Camassa and
Dongyang Kuang and
Long Lee A Geodesic Landmark Shooting Algorithm
for Template Matching and Its
Applications . . . . . . . . . . . . . . 303--334
Alexander Bastounis and
Anders C. Hansen On the Absence of Uniform Recovery in
Many Real-World Applications of
Compressed Sensing and the Restricted
Isometry Property and Nullspace Property
in Levels . . . . . . . . . . . . . . . 335--371
Manolis C. Tsakiris and
René Vidal Filtrated Algebraic Subspace Clustering 372--415
Friederike Laus and
Mila Nikolova and
Johannes Persch and
Gabriele Steidl A Nonlocal Denoising Algorithm for
Manifold-Valued Images Using Second
Order Statistics . . . . . . . . . . . . 416--448
Rongjie Lai and
Hongkai Zhao Multiscale Nonrigid Point Cloud
Registration Using Rotation-Invariant
Sliced-Wasserstein Distance via
Laplace--Beltrami Eigenmap . . . . . . . 449--483
Joo Dong Yun and
Seungjoon Yang ADMM in Krylov Subspace and Its
Application to Total Variation
Restoration of Spatially Variant Blur 484--507
Boris Landa and
Yoel Shkolnisky Steerable Principal Components for
Space-Frequency Localized Images . . . . 508--534
Sunghwan Moon and
Markus Haltmeier Analytic Inversion of a Conical Radon
Transform Arising in Application of
Compton Cameras on the Cylinder . . . . 535--557
Yizhuang Song and
Habib Ammari and
Jin Keun Seo Fast Magnetic Resonance Electrical
Impedance Tomography with Highly
Undersampled Data . . . . . . . . . . . 558--577
Line Kühnel and
Stefan Sommer and
Akshay Pai and
Lars Lau Raket Most Likely Separation of Intensity and
Warping Effects in Image Registration 578--601
Qian Wang and
Yining Zhu Multi-Domain Regularization Based
Computed Tomography for High-Speed
Rotation Objects . . . . . . . . . . . . 602--640
Carlos Borges and
Adrianna Gillman and
Leslie Greengard High Resolution Inverse Scattering in
Two Dimensions Using Recursive
Linearization . . . . . . . . . . . . . 641--664
L. Borcea and
J. Garnier and
G. Papanicolaou and
K. Solna and
C. Tsogka Resolution Analysis of Passive Synthetic
Aperture Imaging of Fast Moving Objects 665--710
Rujie Yin and
Tingran Gao and
Yue M. Lu and
Ingrid Daubechies A Tale of Two Bases: Local-Nonlocal
Regularization on Image Patches with
Convolution Framelets . . . . . . . . . 711--750
Markus Haltmeier and
Linh V. Nguyen Analysis of Iterative Methods in
Photoacoustic Tomography with Variable
Sound Speed . . . . . . . . . . . . . . 751--781
Stephen Marsland and
Tony Shardlow Langevin Equations for Landmark Image
Registration with Uncertainty . . . . . 782--807
Nina Miolane and
Susan Holmes and
Xavier Pennec Template Shape Estimation: Correcting an
Asymptotic Bias . . . . . . . . . . . . 808--844
Lorenzo Audibert and
Houssem Haddar The Generalized Linear Sampling Method
for Limited Aperture Measurements . . . 845--870
Ioannis Sgouralis and
Andreas Nebenführ and
Vasileios Maroulas A Bayesian Topological Framework for the
Identification and Reconstruction of
Subcellular Motion . . . . . . . . . . . 871--899
Habib Ammari and
Hyeuknam Kwon and
Seungri Lee and
Jin Keun Seo Mathematical Framework for Abdominal
Electrical Impedance Tomography to
Assess Fatness . . . . . . . . . . . . . 900--919
Jun Liu and
Xiaojun Zheng A Block Nonlocal TV Method for Image
Restoration . . . . . . . . . . . . . . 920--941
Francisco Escolano and
Edwin R. Hancock and
Miguel A. Lozano Graph Similarity through Entropic
Manifold Alignment . . . . . . . . . . . 942--978
Gerd Wübbeler and
Clemens Elster A Large-Scale Optimization Method Using
a Sparse Approximation of the Hessian
for Magnetic Resonance Fingerprinting 979--1004
Miguel Moscoso and
Alexei Novikov and
George Papanicolaou and
Chrysoula Tsogka Multifrequency Interferometric Imaging
with Intensity-Only Measurements . . . . 1005--1032
Ling Wang and
Birsen Yazici Layover Analysis in Synthetic Aperture
Imagery . . . . . . . . . . . . . . . . 1033--1068
Marc Niethammer and
Kilian M. Pohl and
Firdaus Janoos and
William M. Wells III Active Mean Fields for Probabilistic
Image Segmentation: Connections with
Chan--Vese and Rudin--Osher--Fatemi
Models . . . . . . . . . . . . . . . . . 1069--1103
Jaejun Yoo and
Younghoon Jung and
Mikyoung Lim and
Jong Chul Ye and
Abdul Wahab A Joint Sparse Recovery Framework for
Accurate Reconstruction of Inclusions in
Elastic Media . . . . . . . . . . . . . 1104--1138
Lo\"\ic Devilliers and
Stéphanie Allassonni\`ere and
Alain Trouvé and
Xavier Pennec Template Estimation in Computational
Anatomy: Fréchet Means Top and Quotient
Spaces Are Not Consistent . . . . . . . 1139--1169
Alex Barnett and
Leslie Greengard and
Andras Pataki and
Marina Spivak Rapid Solution of the Cryo-EM
Reconstruction Problem by Frequency
Marching . . . . . . . . . . . . . . . . 1170--1195
Luca Calatroni and
Juan Carlos De Los Reyes and
Carola-Bibiane Schönlieb Infimal Convolution of Data
Discrepancies for Mixed Noise Removal 1196--1233
Wensen Feng and
Peng Qiao and
Xuanyang Xi and
Yunjin Chen Image Denoising via Multiscale Nonlinear
Diffusion Models . . . . . . . . . . . . 1234--1257
Laurent Condat Discrete Total Variation: New Definition
and Minimization . . . . . . . . . . . . 1258--1290
Frédérique Le Louër and
María-Luisa Rapún Topological Sensitivity for Solving
Inverse Multiple Scattering Problems in
Three-dimensional Electromagnetism. Part
I: One Step Method . . . . . . . . . . . 1291--1321
Matt Feiszli and
Akil Narayan Numerical Computation of Weil--Peterson
Geodesics in the Universal Teichmüller
Space . . . . . . . . . . . . . . . . . 1322--1345
Tian-Hui Ma and
Yifei Lou and
Ting-Zhu Huang Truncated $ l_{1 - 2} $ Models for
Sparse Recovery and Rank Minimization 1346--1380
Maxence Cassier and
Fernando Guevara Vasquez Imaging Polarizable Dipoles . . . . . . 1381--1415
Roberto Tron and
Kostas Daniilidis The Space of Essential Matrices as a
Riemannian Quotient Manifold . . . . . . 1416--1445
Bruno Galerne and
Arthur Leclaire Texture Inpainting Using Efficient
Gaussian Conditional Simulation . . . . 1446--1474
Christos Sakaridis and
Kimon Drakopoulos and
Petros Maragos Theoretical Analysis of Active Contours
on Graphs . . . . . . . . . . . . . . . 1475--1510
Dario Gasbarra and
Sinisa Pajevic and
Peter J. Basser Eigenvalues of Random Matrices with
Isotropic Gaussian Noise and the Design
of Diffusion Tensor Imaging Experiments 1511--1548
F. Ngolé and
J.-L. Starck Point Spread Function Field Learning
Based on Optimal Transport Distances . . 1549--1578
Meng Ding and
Jianliang Li and
Keji Liu and
Jiaqing Yang Imaging of Local Rough Surfaces by the
Linear Sampling Method with Near-Field
Data . . . . . . . . . . . . . . . . . . 1579--1602
Gabriele Facciolo and
Nicola Pierazzo and
Jean-Michel Morel Conservative Scale Recomposition for
Multiscale Denoising (The Devil is in
the High Frequency Detail) . . . . . . . 1603--1626
Xiongjun Zhang and
Minru Bai and
Michael K. Ng Nonconvex-TV Based Image Restoration
with Impulse Noise Removal . . . . . . . 1627--1667
Stanley Osher and
Zuoqiang Shi and
Wei Zhu Low Dimensional Manifold Model for Image
Processing . . . . . . . . . . . . . . . 1669--1690
Michal Lasica and
Salvador Moll and
Piotr B. Mucha Total Variation Denoising in $ l^1 $
Anisotropy . . . . . . . . . . . . . . . 1691--1723
Loic Landrieu and
Guillaume Obozinski Cut Pursuit: Fast Algorithms to Learn
Piecewise Constant Functions on General
Weighted Graphs . . . . . . . . . . . . 1724--1766
Zheng Li and
Yiguang Liu and
Jipeng Li and
Wenzheng Xu The Mapping-Adaptive Convolution: a
Fundamental Theory for Homography or
Perspective Invariant Matching Methods 1767--1803
Yaniv Romano and
Michael Elad and
Peyman Milanfar The Little Engine That Could:
Regularization by Denoising (RED) . . . 1804--1844
Youngwook Kee and
Yegang Lee and
Mohamed Souiai and
Daniel Cremers and
Junmo Kim Sequential Convex Programming for
Computing Information-Theoretic Minimal
Partitions: Nonconvex Nonsmooth
Optimization . . . . . . . . . . . . . . 1845--1877
Qiyu Jin and
Ion Grama and
Charles Kervrann and
Quansheng Liu Nonlocal Means and Optimal Weights for
Noise Removal . . . . . . . . . . . . . 1878--1920
Benjamin Palacios and
Gunther Uhlmann and
Yiran Wang Reducing Streaking Artifacts in
Quantitative Susceptibility Mapping . . 1921--1934
Johan Karlsson and
Axel Ringh Generalized Sinkhorn Iterations for
Regularizing Inverse Problems Using
Optimal Mass Transport . . . . . . . . . 1935--1962
Mahdi S. Hosseini and
Konstantinos N. Plataniotis Finite Differences in Forward and
Inverse Imaging Problems: MaxPol Design 1963--1996
Ming Jiang and
Jérôme Bobin and
Jean-Luc Starck Joint Multichannel Deconvolution and
Blind Source Separation . . . . . . . . 1997--2021
Kenji Mitsuhashi and
Joemini Poudel and
Thomas P. Matthews and
Alejandro Garcia-Uribe and
Lihong V. Wang and
Mark A. Anastasio A Forward-Adjoint Operator Pair Based on
the Elastic Wave Equation for Use in
Transcranial Photoacoustic Computed
Tomography . . . . . . . . . . . . . . . 2022--2048
L. Robert Hocking and
Russell MacKenzie and
Carola-Bibiane Schönlieb Guidefill: GPU Accelerated, Artist
Guided Geometric Inpainting for $3$D
Conversion of Film . . . . . . . . . . . 2049--2090
Jose-Luis Lisani and
Silvia Ramis and
Francisco J. Perales A Contrario Detection of Faces: a Case
Example . . . . . . . . . . . . . . . . 2091--2118
Roland Griesmaier and
Christian Schmiedecke A Factorization Method for
Multifrequency Inverse Source Problems
with Sparse Far Field Measurements . . . 2119--2139
Michael K. Ng and
Henry Y. T. Ngan and
Xiaoming Yuan and
Wenxing Zhang Lattice-Based Patterned Fabric
Inspection by Using Total Variation with
Sparsity and Low-Rank Representations 2140--2164
J. Fournier and
J. Garnier and
G. Papanicolaou and
C. Tsogka Matched-Filter and Correlation-Based
Imaging for Fast Moving Objects Using a
Sparse Network of Receivers . . . . . . 2165--2216
Gaël Rigaud Compton Scattering Tomography: Feature
Reconstruction and Rotation-Free
Modality . . . . . . . . . . . . . . . . 2217--2249
Weihong Guo and
Guohui Song and
Yue Zhang PCM--TV--TFV: a Novel Two-Stage
Framework for Image Reconstruction from
Fourier Data . . . . . . . . . . . . . . 2250--2274
Laurent Najman Extending the Power Watershed Framework
Thanks to $ \Gamma $-Convergence . . . . 2275--2292
F. Pierre and
J.-F. Aujol and
A. Bugeau and
V.-T. Ta Interactive Video Colorization Within a
Variational Framework . . . . . . . . . 2293--2325
Elie Bretin and
François Dayrens and
Simon Masnou Volume Reconstruction from Slices . . . 2326--2358
Habib Ammari and
Matias Ruiz and
Sanghyeon Yu and
Hai Zhang Reconstructing Fine Details of Small
Objects by Using Plasmonic Spectroscopic
Data . . . . . . . . . . . . . . . . . . 1--23
Huibin Chang and
Yifei Lou and
Yuping Duan and
Stefano Marchesini Total Variation-Based Phase Retrieval
for Poisson Noise Removal . . . . . . . 24--55
Huibin Chang and
Stefano Marchesini and
Yifei Lou and
Tieyong Zeng Variational Phase Retrieval with
Globally Convergent Preconditioned
Proximal Algorithm . . . . . . . . . . . 56--93
Martin Burger and
Hendrik Dirks and
Carola-Bibiane Schönlieb A Variational Model for Joint Motion
Estimation and Image Reconstruction . . 94--128
Ma\"\itine Bergounioux and
E. Papoutsellis An Anisotropic Inf-Convolution BV Type
Model for Dynamic Reconstruction . . . . 129--163
Vladimir Druskin and
Alexander V. Mamonov and
Mikhail Zaslavsky A Nonlinear Method for Imaging with
Acoustic Waves Via Reduced Order Model
Backprojection . . . . . . . . . . . . . 164--196
Yury Korolev and
Jan Lellmann Image Reconstruction with Imperfect
Forward Models and Applications in
Deblurring . . . . . . . . . . . . . . . 197--218
Javier Sánchez and
Jean-Michel Morel Motion Smoothing Strategies for $2$D
Video Stabilization . . . . . . . . . . 219--251
Shuyang Ling and
Thomas Strohmer Self-Calibration and Bilinear Inverse
Problems via Linear Least Squares . . . 252--292
Jan Koenderink and
Andrea van Doorn Local Image Structure and Procrustes
Metrics . . . . . . . . . . . . . . . . 293--324
Ronny Bergmann and
Daniel Tenbrinck A Graph Framework for Manifold-Valued
Data . . . . . . . . . . . . . . . . . . 325--360
Gang Bao and
Lei Zhang Uniqueness Results for Scattering and
Inverse Scattering by Infinite Rough
Surfaces with Tapered Wave Incidence . . 361--375
Ernie Esser and
Lluis Guasch and
Tristan van Leeuwen and
Aleksandr Y. Aravkin and
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 and
Dazhi Zhang and
Zhichang Guo and
Boying Wu A Linear Reaction--Diffusion System with
Interior Degeneration for Color Image
Compression . . . . . . . . . . . . . . 442--472
Alain Durmus and
Éric Moulines and
Marcelo Pereyra Efficient Bayesian Computation by
Proximal Markov Chain Monte Carlo: When
Langevin Meets Moreau . . . . . . . . . 473--506
Gitta Kutyniok and
Wang-Q Lim Optimal Compressive Imaging of Fourier
Data . . . . . . . . . . . . . . . . . . 507--546
Yunwen Lei and
Ding-Xuan Zhou Learning Theory of Randomized Sparse
Kaczmarz Method . . . . . . . . . . . . 547--574
Chong Chen and
Ozan Öktem Indirect Image Registration with Large
Diffeomorphic Deformations . . . . . . . 575--617
Housen Li and
Markus Haltmeier The Averaged Kaczmarz Iteration for
Solving Inverse Problems . . . . . . . . 618--642
Morgan A. Schmitz and
Matthieu Heitz and
Nicolas Bonneel and
Fred Ngol\`e and
David Coeurjolly and
Marco Cuturi and
Gabriel Peyré and
Jean-Luc Starck Wasserstein Dictionary Learning: Optimal
Transport-Based Unsupervised Nonlinear
Dictionary Learning . . . . . . . . . . 643--678
Chenglong Bao and
George Barbastathis and
Hui Ji and
Zuowei Shen and
Zhengyun Zhang Coherence Retrieval Using Trace
Regularization . . . . . . . . . . . . . 679--706
Haimiao Zhang and
Bin Dong and
Baodong Liu A Reweighted Joint Spatial-Radon Domain
CT Image Reconstruction Model for Metal
Artifact Reduction . . . . . . . . . . . 707--733
Frédérique Le Louër and
María-Luisa Rapún Topological Sensitivity for Solving
Inverse Multiple Scattering Problems in
Three-Dimensional Electromagnetism. Part
II: Iterative Method . . . . . . . . . . 734--769
Liliana Borcea and
Ilker Kocyigit A Multiple Measurement Vector Approach
to Synthetic Aperture Radar Imaging . . 770--801
Barbara Gris and
Stanley Durrleman and
Alain Trouvé A Sub-Riemannian Modular Framework for
Diffeomorphism-Based Analysis of Shape
Ensembles . . . . . . . . . . . . . . . 802--833
Alexander Effland and
Martin Rumpf and
Florian Schäfer Image Extrapolation for the Time
Discrete Metamorphosis Model: Existence
and Applications . . . . . . . . . . . . 834--862
Dominik Garmatter and
Bastian Harrach Magnetic Resonance Electrical Impedance
Tomography (MREIT): Convergence and
Reduced Basis Approach . . . . . . . . . 863--887
Marc Herrmann and
Roland Herzog and
Heiko Kröner and
Stephan Schmidt and
José Vidal Analysis and an Interior-Point Approach
for TV Image Reconstruction Problems on
Smooth Surfaces . . . . . . . . . . . . 889--922
A. Carpio and
T. G. Dimiduk and
V. Selgas and
P. Vidal Optimization Methods for In-Line
Holography . . . . . . . . . . . . . . . 923--956
Noémie Debroux and
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 and
Yoseob Han and
Eunju Cha Deep Convolutional Framelets: a General
Deep Learning Framework for Inverse
Problems . . . . . . . . . . . . . . . . 991--1048
Christopher J. Tralie and
Jose A. Perea (Quasi)Periodicity Quantification in
Video Data, Using Topology . . . . . . . 1049--1077
Marc C. Robini and
Feng Yang and
Yuemin Zhu Inexact Half-Quadratic Optimization for
Linear Inverse Problems . . . . . . . . 1078--1133
Gary P. T. Choi and
Chris H. Rycroft Density-Equalizing Maps for Simply
Connected Open Surfaces . . . . . . . . 1134--1178
Jae Kyu Choi and
Chenglong Bao and
Xiaoqun Zhang PET--MRI Joint Reconstruction by Joint
Sparsity Based Tight Frame
Regularization . . . . . . . . . . . . . 1179--1204
Bin Li and
Chenyang Shen and
Yujie Chi and
Ming Yang and
Yifei Lou and
Linghong Zhou and
Xun Jia Multienergy Cone-Beam Computed
Tomography Reconstruction with a Spatial
Spectral Nonlocal Means Algorithm . . . 1205--1229
Mariano Rodríguez and
Julie Delon and
Jean-Michel Morel Covering the Space of Tilts. Application
to Affine Invariant Image Comparison . . 1230--1267
Simon Hubmer and
Ekaterina Sherina and
Andreas Neubauer and
Otmar Scherzer Lamé Parameter Estimation from Static
Displacement Field Measurements in the
Framework of Nonlinear Inverse Problems 1268--1293
Herwig Wendt and
Sébastien Combrexelle and
Yoann Altmann and
Jean-Yves Tourneret and
Stephen McLaughlin and
Patrice Abry Multifractal Analysis of Multivariate
Images Using Gamma Markov Random Field
Priors . . . . . . . . . . . . . . . . . 1294--1316
Ruben Hühnerbein and
Fabrizio Savarino and
Freddie Åström and
Christoph Schnörr Image Labeling Based on Graphical Models
Using Wasserstein Messages and Geometric
Assignment . . . . . . . . . . . . . . . 1317--1362
Quentin Mérigot and
Jocelyn Meyron and
Boris Thibert An Algorithm for Optimal Transport
between a Simplex Soup and a Point Cloud 1363--1389
Xiaojun Chen and
Robert S. Womersley Spherical Designs and Nonconvex
Minimization for Recovery of Sparse
Signals on the Sphere . . . . . . . . . 1390--1415
Jean-Franois Aujol and
Guy Gilboa and
Nicolas Papadakis Theoretical Analysis of Flows Estimating
Eigenfunctions of One-Homogeneous
Functionals . . . . . . . . . . . . . . 1416--1440
Joakim Andén and
Amit Singer Structural Variability from Noisy
Tomographic Projections . . . . . . . . 1441--1492
Luis Alvarez and
Carmelo Cuenca and
Jesús Ildefonso Díaz and
Esther González Level Set Regularization Using Geometric
Flows . . . . . . . . . . . . . . . . . 1493--1523
Cécile Chenot and
Jérôme Bobin Blind Source Separation with Outliers in
Transformed Domains . . . . . . . . . . 1524--1559
Thomas P. Matthews and
Joemini Poudel and
Lei Li and
Lihong V. Wang and
Mark A. Anastasio Parameterized Joint Reconstruction of
the Initial Pressure and Sound Speed
Distributions for Photoacoustic Computed
Tomography . . . . . . . . . . . . . . . 1560--1588
Jialin Liu and
Cristina Garcia-Cardona and
Brendt Wohlberg and
Wotao Yin First- and Second-Order Methods for
Online Convolutional Dictionary Learning 1589--1628
Xiaoli Liu and
Bo Zhang and
Haiwen Zhang A Direct Imaging Method for Inverse
Scattering by Unbounded Rough Surfaces 1629--1650
Chia-Hsiang Lin and
Ruiyuan Wu and
Wing-Kin Ma and
Chong-Yung Chi and
Yue Wang Maximum Volume Inscribed Ellipsoid: a
New Simplex-Structured Matrix
Factorization Framework via Facet
Enumeration and Convex Optimization . . 1651--1679
Chrysoula Tsogka and
Dimitrios A. Mitsoudis and
Symeon Papadimitropoulos Imaging Extended Reflectors in a
Terminating Waveguide . . . . . . . . . 1680--1716
Zhihui Zhu and
Gang Li and
Jiajun Ding and
Qiuwei Li and
Xiongxiong He On Collaborative Compressive Sensing
Systems: The Framework, Design, and
Algorithm . . . . . . . . . . . . . . . 1717--1758
Souvik Roy and
Alfio Borz\`\i A New Optimization Approach to Sparse
Reconstruction of Log-Conductivity in
Acousto-Electric Tomography . . . . . . 1759--1784
K. Bredies and
M. Holler and
M. Storath and
A. Weinmann Total Generalized Variation for
Manifold-Valued Data . . . . . . . . . . 1785--1848
Benjamin Kunsberg and
Steven W. Zucker Critical Contours: an Invariant Linking
Image Flow with Salient Surface
Organization . . . . . . . . . . . . . . 1849--1877
Tianyu Geng and
Guiling Sun and
Yi Xu and
Jingfei He Truncated Nuclear Norm Minimization
Based Group Sparse Representation for
Image Restoration . . . . . . . . . . . 1878--1897
Sebastian Neumayer and
Johannes Persch and
Gabriele Steidl Morphing of Manifold-Valued Images
Inspired by Discrete Geodesics in Image
Spaces . . . . . . . . . . . . . . . . . 1898--1930
Habib Ammari and
Matias Ruiz and
Sanghyeon Yu and
Hai Zhang Reconstructing Fine Details of Small
Objects by Using Plasmonic Spectroscopic
Data. Part II: The Strong Interaction
Regime . . . . . . . . . . . . . . . . . 1931--1953
Jianfeng Lu and
Haizhao Yang Phase-Space Sketching for Crystal Image
Analysis Based on Synchrosqueezed
Transforms . . . . . . . . . . . . . . . 1954--1978
Emmanuel Chevallier and
Ivar Farup Interpolation of the MacAdam Ellipses 1979--2000
Gregery T. Buzzard and
Stanley H. Chan and
Suhas Sreehari and
Charles A. Bouman Plug-and-Play Unplugged:
Optimization-Free Reconstruction Using
Consensus Equilibrium . . . . . . . . . 2001--2020
Yiming Gao and
Kristian Bredies Infimal Convolution of Oscillation Total
Generalized Variation for the Recovery
of Images with Structured Texture . . . 2021--2063
Harald Garcke and
Kei Fong Lam and
Vanessa Styles Cahn--Hilliard Inpainting with the
Double Obstacle Potential . . . . . . . 2064--2089
Ender M. Eksioglu and
A. Korhan Tanc Denoising AMP for MRI Reconstruction:
BM3D--AMP--MRI . . . . . . . . . . . . . 2090--2109
Kiryung Lee and
Felix Krahmer and
Justin Romberg Spectral Methods for Passive Imaging:
Nonasymptotic Performance and Robustness 2110--2164
Dohyung Park and
Anastasios Kyrillidis and
Constantine Caramanis and
Sujay Sanghavi Finding Low-Rank Solutions via Nonconvex
Matrix Factorization, Efficiently and
Provably . . . . . . . . . . . . . . . . 2165--2204
Penghang Yin and
Shuai Zhang and
Jiancheng Lyu and
Stanley Osher and
Yingyong Qi and
Jack Xin BinaryRelax: a Relaxation Approach for
Training Deep Neural Networks with
Quantized Weights . . . . . . . . . . . 2205--2223
Felix Lucka and
Nam Huynh and
Marta Betcke and
Edward Zhang and
Paul Beard and
Ben Cox and
Simon Arridge Enhancing Compressed Sensing $4$D
Photoacoustic Tomography by Simultaneous
Motion Estimation . . . . . . . . . . . 2224--2253
Boris Landa and
Yoel Shkolnisky The Steerable Graph Laplacian and its
Application to Filtering Image Datasets 2254--2304
A. Desolneux and
A. Leclaire Stochastic Image Models from SIFT-Like
Descriptors . . . . . . . . . . . . . . 2305--2338
Michael V. Klibanov and
Nikolay A. Koshev and
Dinh-Liem Nguyen and
Loc H. Nguyen and
Aaron Brettin and
Vasily N. Astratov A Numerical Method to Solve a Phaseless
Coefficient Inverse Problem from a
Single Measurement of Experimental Data 2339--2367
Kewei Zhang and
Elaine Crooks and
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 and
Ti-Yen Lan and
Tamir Bendory Benchmark Problems for Phase Retrieval 2429--2455
B. Galerne and
A. Leclaire and
J. Rabin A Texture Synthesis Model Based on
Semi-Discrete Optimal Transport in Patch
Space . . . . . . . . . . . . . . . . . 2456--2493
Jonas Geiping and
Michael Moeller Composite Optimization by Nonconvex
Majorization--Minimization . . . . . . . 2494--2528
Nicolás Barnafi and
Gabriel N. Gatica and
Daniel E. Hurtado Primal and Mixed Finite Element Methods
for Deformable Image Registration
Problems . . . . . . . . . . . . . . . . 2529--2567
Charles-Alban Deledalle and
Shibin Parameswaran and
Truong Q. Nguyen Image Denoising with Generalized
Gaussian Mixture Model Patch Priors . . 2568--2609
Måns Larsson and
Anurag Arnab and
Shuai Zheng and
Philip Torr and
Fredrik Kahl Revisiting Deep Structured Models for
Pixel-Level Labeling with Gradient-Based
Inference . . . . . . . . . . . . . . . 2610--2628
Davoud Ataee Tarzanagh and
George Michailidis Fast Randomized Algorithms for
$t$-Product Based Tensor Operations and
Decompositions with Applications to
Imaging Data . . . . . . . . . . . . . . 2629--2664
Torbjòrn Ringholm and
Jasmina Lazi\'c and
Carola-Bibiane Schönlieb Variational Image Regularization with
Euler's Elastica Using a Discrete
Gradient Scheme . . . . . . . . . . . . 2665--2691
Gilad Lerman and
Yunpeng Shi and
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 and
Paul Hand Blind Deconvolution by a Steepest
Descent Algorithm on a Quotient Manifold 2757--2785
Leise Borg and
Jürgen Frikel and
Jakob Sauer Jòrgensen and
Eric Todd Quinto Analyzing Reconstruction Artifacts from
Arbitrary Incomplete X-ray CT Data . . . 2786--2814
Antoine Houdard and
Charles Bouveyron and
Julie Delon High-Dimensional Mixture Models for
Unsupervised Image Denoising (HDMI) . . 2815--2846
Christina Frederick and
Kui Ren and
Sarah Vallélian Image Reconstruction in Quantitative
Photoacoustic Tomography with the
Simplified $ P_2 $ Approximation . . . . 2847--2876
Junwoo Kim and
Chang-Ock Lee Three-Dimensional Volume Reconstruction
Using Two-Dimensional Parallel Slices 1--27
Hongkai Zhao and
Yimin Zhong A Hybrid Adaptive Phase Space Method for
Reflection Traveltime Tomography . . . . 28--53
Yingying Song and
El-hadi Djermoune and
Jie Chen and
Cédric Richard and
David Brie Online Deconvolution for Industrial
Hyperspectral Imaging Systems . . . . . 54--86
Audrey Repetti and
Marcelo Pereyra and
Yves Wiaux Scalable Bayesian Uncertainty
Quantification in Imaging Inverse
Problems via Convex Optimization . . . . 87--118
Xiaoxu Xu and
Bo Zhang and
Haiwen Zhang Uniqueness and Direct Imaging Method for
Inverse Scattering by Locally Rough
Surfaces with Phaseless Near-Field Data 119--152
Huibin Chang and
Pablo Enfedaque and
Stefano Marchesini Blind Ptychographic Phase Retrieval via
Convergent Alternating Direction Method
of Multipliers . . . . . . . . . . . . . 153--185
Elad Plaut and
Raja Giryes A Greedy Approach to $ \ell_{0, \infty
}$-Based Convolutional Sparse Coding . . 186--210
Kévin Polisano and
Laurent Condat and
Marianne Clausel and
Valérie Perrier A Convex Approach to Superresolution and
Regularization of Lines in Images . . . 211--258
Chao Wang and
Raymond Chan and
Mila Nikolova and
Robert Plemmons and
Sudhakar Prasad Nonconvex Optimization for
$3$-Dimensional Point Source
Localization Using a Rotating Point
Spread Function . . . . . . . . . . . . 259--286
Thomas Joy and
Alban Desmaison and
Thalaiyasingam Ajanthan and
Rudy Bunel and
Mathieu Salzmann and
Pushmeet Kohli and
Philip H. S. Torr and
M. Pawan Kumar Efficient Relaxations for Dense CRFs
with Sparse Higher-Order Potentials . . 287--318
Federica Sciacchitano and
Silvio Lugaro and
Alberto Sorrentino Sparse Bayesian Imaging of Solar Flares 319--343
Zsuzsanna Püspöki and
Julien Fageot and
Arash Amini and
John Paul Ward and
Michael Unser Angular Accuracy of Steerable Feature
Detectors . . . . . . . . . . . . . . . 344--371
Xia Ji and
Xiaodong Liu and
Bo Zhang Target Reconstruction with a Reference
Point Scatterer using Phaseless Far
Field Patterns . . . . . . . . . . . . . 372--391
Oren Solomon and
Yonina C. Eldar and
Maor Mutzafi and
Mordechai Segev SPARCOM: Sparsity Based Super-resolution
Correlation Microscopy . . . . . . . . . 392--419
Chao Zeng and
Chunlin Wu and
Rui Jia Non-Lipschitz Models for Image
Restoration with Impulse Noise Removal 420--458
Lukas F. Lang A Numerical Framework for Efficient
Motion Estimation on Evolving
Sphere-Like Surfaces Based on Brightness
and Mass Conservation Laws . . . . . . . 459--491
Chenglong Bao and
Jae Kyu Choi and
Bin Dong Whole Brain Susceptibility Mapping Using
Harmonic Incompatibility Removal . . . . 492--520
Julián Tachella and
Yoann Altmann and
Ximing Ren and
Aongus McCarthy and
Gerald S. Buller and
Stephen McLaughlin and
Jean-Yves Tourneret Bayesian $3$D Reconstruction of Complex
Scenes from Single-Photon Lidar Data . . 521--550
Tom Dela Haije and
Peter Savadjiev and
Andrea Fuster and
Robert T. Schultz and
Ragini Verma and
Luc Florack and
Carl-Fredrik Westin Structural Connectivity Analysis Using
Finsler Geometry . . . . . . . . . . . . 551--575
Michael V. Klibanov and
Aleksandr E. Kolesov and
Dinh-Liem Nguyen Convexification Method for an Inverse
Scattering Problem and Its Performance
for Experimental Backscatter Data for
Buried Targets . . . . . . . . . . . . . 576--603
Gustavo Chau and
Brendt Wohlberg and
Paul Rodriguez Efficient Projection onto the $
\ell_{\infty, 1} $ Mixed-Norm Ball Using
a Newton Root Search Method . . . . . . 604--623
Vahan Hovhannisyan and
Yannis Panagakis and
Panos Parpas and
Stefanos Zafeiriou Fast Multilevel Algorithms for
Compressive Principal Component Pursuit 624--649
Marcelo Pereyra Revisiting Maximum-a-Posteriori
Estimation in Log-Concave Models . . . . 650--670
A. Moshtaghpour and
L. Jacques and
V. Cambareri and
P. Antoine and
M. Roblin A Variable Density Sampling Scheme for
Compressive Fourier Transform
Interferometry . . . . . . . . . . . . . 671--715
Yam Kushinsky and
Haggai Maron and
Nadav Dym and
Yaron Lipman Sinkhorn Algorithm for Lifted Assignment
Problems . . . . . . . . . . . . . . . . 716--735
Götz E. Pfander and
Palina Salanevich Robust Phase Retrieval Algorithm for
Time-Frequency Structured Measurements 736--761
Léo Lebrat and
Frédéric de Gournay and
Jonas Kahn and
Pierre Weiss Optimal Transport Approximation of
$2$-Dimensional Measures . . . . . . . . 762--787
Fenglong Qu and
Jiaqing Yang and
Haiwen Zhang Shape Reconstruction in Inverse
Scattering by an Inhomogeneous Cavity
with Internal Measurements . . . . . . . 788--808
Heping Dong and
Jun Lai and
Peijun Li Inverse Obstacle Scattering for Elastic
Waves with Phased or Phaseless Far-Field
Data . . . . . . . . . . . . . . . . . . 809--838
Wenjuan Yao and
Zhichang Guo and
Jiebao Sun and
Boying Wu and
Huijun Gao Multiplicative Noise Removal for Texture
Images Based on Adaptive Anisotropic
Fractional Diffusion Equations . . . . . 839--873
J. Liu and
X. Liu and
J. Sun Extended Sampling Method for Inverse
Elastic Scattering Problems Using One
Incident Wave . . . . . . . . . . . . . 874--892
Valentin De Bortoli and
Agn\`es Desolneux and
Bruno Galerne and
Arthur Leclaire Patch Redundancy in Images: a
Statistical Testing Framework and Some
Applications . . . . . . . . . . . . . . 893--926
Guozhi Dong and
Michael Hintermüller and
Kostas Papafitsoros Quantitative Magnetic Resonance Imaging:
From Fingerprinting to Integrated
Physics-Based Models . . . . . . . . . . 927--971
Zhigang Jia and
Michael K. Ng and
Wei Wang Color Image Restoration by
Saturation-Value Total Variation . . . . 972--1000
Luca Calatroni and
Alessandro Lanza and
Monica Pragliola and
Fiorella Sgallari A Flexible Space-Variant Anisotropic
Regularization for Image Restoration
with Automated Parameter Selection . . . 1001--1037
Monica Hernandez A Comparative Study of Different
Variants of Newton--Krylov
PDE-Constrained Stokes--LDDMM
Parameterized in the Space of
Band-Limited Vector Fields . . . . . . . 1038--1070
Mei-Heng Yueh and
Tiexiang Li and
Wen-Wei Lin and
Shing-Tung Yau A Novel Algorithm for Volume-Preserving
Parameterizations of $3$-Manifolds . . . 1071--1098
Alessandro Lanza and
Serena Morigi and
Ivan W. Selesnick and
Fiorella Sgallari Sparsity-Inducing Nonconvex Nonseparable
Regularization for Convex Image
Processing . . . . . . . . . . . . . . . 1099--1134
Antonio Boccuto and
Ivan Gerace and
Valentina Giorgetti A Blind Source Separation Technique for
Document Restoration . . . . . . . . . . 1135--1162
Xia Ji and
Xiaodong Liu and
Bo Zhang Inverse Acoustic Scattering with
Phaseless Far Field Data: Uniqueness,
Phase Retrieval, and Direct Sampling
Methods . . . . . . . . . . . . . . . . 1163--1189
Liang-Jian Deng and
Roland Glowinski and
Xue-Cheng Tai A New Operator Splitting Method for the
Euler Elastica Model for Image Smoothing 1190--1230
Xiongjun Zhang and
Michael K. Ng A Corrected Tensor Nuclear Norm
Minimization Method for Noisy Low-Rank
Tensor Completion . . . . . . . . . . . 1231--1273
Jin Keun Seo and
Kang Cheol Kim and
Ariungerel Jargal and
Kyounghun Lee and
Bastian Harrach A Learning-Based Method for Solving
Ill-Posed Nonlinear Inverse Problems: a
Simulation Study of Lung EIT . . . . . . 1275--1295
T. S. Au Yeung and
Eric T. Chung and
Gunther Uhlmann Numerical Inversion of Three-Dimensional
Geodesic X-Ray Transform Arising from
Travel Time Tomography . . . . . . . . . 1296--1323
Khac L. Nguyen and
Mohamed M. Tekitek and
Philippe Delachartre and
Michel Berthier Multiple Relaxation Time Lattice
Boltzmann Models for Multigrid
Phase-Field Segmentation of Tumors in
$3$D Ultrasound Images . . . . . . . . . 1324--1346
Ariel Schwartz and
Ronen Talmon Intrinsic Isometric Manifold Learning
with Application to Localization . . . . 1347--1391
Di Qiu and
Ka-Chun Lam and
Lok-Ming Lui Computing Quasi-Conformal Folds . . . . 1392--1424
Yunmei Chen and
Bin Li and
Xiaojing Ye A Two-Stage Algorithm for Joint
Multimodal Image Reconstruction . . . . 1425--1463
Paul Catala and
Vincent Duval and
Gabriel Peyré A Low-Rank Approach to Off-the-Grid
Sparse Superresolution . . . . . . . . . 1464--1500
Giovanni S. Alberti and
Habib Ammari and
Francisco Romero and
Timothée Wintz Dynamic Spike Superresolution and
Applications to Ultrafast Ultrasound
Imaging . . . . . . . . . . . . . . . . 1501--1527
Guanghui Huang and
Jianliang Qian Analysis of Regularized
Kantorovich--Rubinstein Metric and Its
Application to Inverse Gravity Problems 1528--1560
Dorin Bucur and
Ilaria Fragal\`a and
Alessandro Giacomini The Multiphase Mumford--Shah Problem . . 1561--1583
Rafael Reisenhofer and
Emily J. King Edge, Ridge, and Blob Detection with
Symmetric Molecules . . . . . . . . . . 1585--1626
R. Gil Rodríguez and
J. Vazquez-Corral and
M. Bertalmío Issues with Common Assumptions about the
Camera Pipeline and Their Impact in HDR
Imaging from Multiple Exposures . . . . 1627--1642
Clemens Kirisits and
Otmar Scherzer and
Eric Setterqvist Invariant $ \varphi $-Minimal Sets and
Total Variation Denoising on Graphs . . 1643--1668
Sebastian Acosta Well-Posedness for Photoacoustic
Tomography with Fabry--Perot Sensors . . 1669--1685
Chong Chen and
Barbara Gris and
Ozan Öktem A New Variational Model for Joint Image
Reconstruction and Motion Estimation in
Spatiotemporal Imaging . . . . . . . . . 1686--1719
Luis F. Muñoz-Pérez and
José A. Guerrero and
Jorge E. Macías-Díaz Entropy-Based Selection of Cluster
Representatives for Document Image
Compression . . . . . . . . . . . . . . 1720--1738
Bin Han and
Qun Mo and
Zhenpeng Zhao and
Xiaosheng Zhuang Directional Compactly Supported Tensor
Product Complex Tight Framelets with
Applications to Image Denoising and
Inpainting . . . . . . . . . . . . . . . 1739--1771
Yosra Hafiene and
Jalal M. Fadili and
Abderrahim Elmoataz Continuum Limits of Nonlocal
$p$-Laplacian Variational Problems on
Graphs . . . . . . . . . . . . . . . . . 1772--1807
Simon Rabanser and
Lukas Neumann and
Markus Haltmeier Analysis of the Block Coordinate Descent
Method for Linear Ill-Posed Problems . . 1808--1832
Erez Farhan Highly Accurate Matching of Weakly
Localized Features . . . . . . . . . . . 1833--1863
Friederike Laus and
Gabriele Steidl Multivariate Myriad Filters Based on
Parameter Estimation of Student-$t$
Distributions . . . . . . . . . . . . . 1864--1904
Patrick L. Combettes and
Lilian E. Glaudin Proximal Activation of Smooth Functions
in Splitting Algorithms for Convex Image
Recovery . . . . . . . . . . . . . . . . 1905--1935
Hector Andrade-Loarca and
Gitta Kutyniok and
Ozan Öktem and
Philipp C. Petersen Extraction of Digital Wavefront Sets
Using Applied Harmonic Analysis and Deep
Neural Networks . . . . . . . . . . . . 1936--1966
Evan Schwab and
Benjamin D. Haeffele and
René Vidal and
Nicolas Charon Global Optimality in Separable
Dictionary Learning with Applications to
the Analysis of Diffusion MRI . . . . . 1967--2008
Chang-Ock Lee and
Jongho Park Fast Nonoverlapping Block Jacobi Method
for the Dual Rudin--Osher--Fatemi Model 2009--2034
Judith Lehnert and
Christoph Kolbitsch and
Gerd Wübbeler and
Amedeo Chiribiri and
Tobias Schaeffter and
Clemens Elster Large-Scale Bayesian Spatial-Temporal
Regression with Application to Cardiac
MR-Perfusion Imaging . . . . . . . . . . 2035--2062
Yuchen He and
Sung H. Kang Lattice Identification and Separation:
Theory and Algorithm . . . . . . . . . . 2063--2096
Habib Ammari and
Mihai Putinar and
Andries Steenkamp and
Faouzi Triki Reconstruction of Domains with Algebraic
Boundaries from Generalized Polarization
Tensors . . . . . . . . . . . . . . . . 2097--2118
Bariscan Yonel and
Birsen Yazici A Generalization of Wirtinger Flow for
Exact Interferometric Inversion . . . . 2119--2164
Po-Wen Hsieh and
Pei-Chiang Shao and
Suh-Yuh Yang Adaptive Variational Model for Contrast
Enhancement of Low-Light Images . . . . 1--28
Qingping Zhou and
Tengchao Yu and
Xiaoqun Zhang and
Jinglai Li Bayesian Inference and Uncertainty
Quantification for Medical Image
Reconstruction with Poisson Data . . . . 29--52
Riley C. W. O'Neill and
Pedro Angulo-Umaña and
Jeff Calder and
Bo Hessburg and
Peter J. Olver and
Chehrzad Shakiban and
Katrina Yezzi-Woodley Computation of Circular Area and
Spherical Volume Invariants via Boundary
Integrals . . . . . . . . . . . . . . . 53--77
Alexander Tereshin and
Valery Adzhiev and
Oleg Fryazinov and
Felix Marrington-Reeve and
Alexander Pasko Automatically Controlled Morphing of
$2$D Shapes with Textures . . . . . . . 78--107
Anna C. Gilbert and
Howard W. Levinson and
John C. Schotland Nonlinear Iterative Hard Thresholding
for Inverse Scattering . . . . . . . . . 108--140
Anna Song and
Virginie Uhlmann and
Julien Fageot and
Michael Unser Dictionary Learning for Two-Dimensional
Kendall Shapes . . . . . . . . . . . . . 141--175
Ariel Hafftka and
Wojciech Czaja and
Hasan Celik and
Richard G. Spencer $N$-Dimensional Tensor Completion for
Nuclear Magnetic Resonance Relaxometry 176--213
Samy Wu Fung and
Zichao Wendy Di Multigrid Optimization for Large-Scale
Ptychographic Phase Retrieval . . . . . 214--233
Milad R. Vahid and
Bernard Hanzon and
Raimund J. Ober Fisher Information Matrix for Single
Molecules with Stochastic Trajectories 234--264
Moshe Eliasof and
Andrei Sharf and
Eran Treister Multimodal $3$D Shape Reconstruction
under Calibration Uncertainty Using
Parametric Level Set Methods . . . . . . 265--290
Liliana Borcea and
Josselin Garnier High-Resolution Interferometric
Synthetic Aperture Imaging in Scattering
Media . . . . . . . . . . . . . . . . . 291--316
Rakshith Sharma Srinivasa and
Mark A. Davenport and
Justin Romberg Trading Beams for Bandwidth: Imaging
with Randomized Beamforming . . . . . . 317--350
Noémie Debroux and
John Aston and
Fabien Bonardi and
Alistair Forbes and
Carole Le Guyader and
Marina Romanchikova and
Carola-Bibiane Schönlieb A Variational Model Dedicated to Joint
Segmentation, Registration, and Atlas
Generation for Shape Analysis . . . . . 351--380
Marc Teboulle and
Yakov Vaisbourd Novel Proximal Gradient Methods for
Nonnegative Matrix Factorization with
Sparsity Constraints . . . . . . . . . . 381--421
Zhaoxing Li and
Zhiliang Deng and
Jiguang Sun Extended-Sampling-Bayesian Method for
Limited Aperture Inverse Scattering
Problems . . . . . . . . . . . . . . . . 422--444
Tom Needham and
Sebastian Kurtek Simplifying Transforms for General
Elastic Metrics on the Space of Plane
Curves . . . . . . . . . . . . . . . . . 445--473
Simone Parisotto and
Simon Masnou and
Carola-Bibiane Schönlieb Higher-Order Total Directional
Variation: Analysis . . . . . . . . . . 474--496
Maurizio Falcone and
Giulio Paolucci and
Silvia Tozza A High-Order Scheme for Image
Segmentation via a Modified Level-Set
Method . . . . . . . . . . . . . . . . . 497--534
Hiroshi Fujiwara and
Kamran Sadiq and
Alexandru Tamasan Numerical Reconstruction of Radiative
Sources in an Absorbing and Nondiffusing
Scattering Medium in Two Dimensions . . 535--555
Alexander Effland and
Sebastian Neumayer and
Martin Rumpf Convergence of the Time Discrete
Metamorphosis Model on Hadamard
Manifolds . . . . . . . . . . . . . . . 557--588
Florian Dreier and
Markus Haltmeier Explicit Inversion Formulas for the
Two-Dimensional Wave Equation from
Neumann Traces . . . . . . . . . . . . . 589--608
Albert Fannjiang and
Zheqing Zhang Fixed Point Analysis of
Douglas--Rachford Splitting for
Ptychography and Phase Retrieval . . . . 609--650
Faqiang Wang and
Cuicui Zhao and
Jun Liu and
Haiyang Huang A Variational Image Segmentation Model
Based on Normalized Cut with Adaptive
Similarity and Spatial Regularization 651--684
Liliana Borcea and
Vladimir Druskin and
Alexander V. Mamonov and
Mikhail Zaslavsky and
Jörn Zimmerling Reduced Order Model Approach to Inverse
Scattering . . . . . . . . . . . . . . . 685--723
K. H. Tran and
F. M. Ngol\`e Mboula and
J. L. Starck and
V. Prost Semisupervised Dictionary Learning with
Graph Regularized and Active Points . . 724--745
James W. Webber and
Eric Todd Quinto Microlocal Analysis of a Compton
Tomography Problem . . . . . . . . . . . 746--774
Rihuan Ke and
Roland Wagner and
Ronny Ramlau and
Raymond Chan Reconstruction of the High Resolution
Phase in a Closed Loop Adaptive Optics
System . . . . . . . . . . . . . . . . . 775--806
Pierre-David Letourneau and
Mitchell Tong Harris and
Matthew Harper Langston and
George Papanicolaou Low-Frequency Electromagnetic Imaging
Using Sensitivity Functions and
Beamforming . . . . . . . . . . . . . . 807--843
Sudeb Majee and
Rajendra K. Ray and
Ananta K. Majee A Gray Level Indicator-Based Regularized
Telegraph Diffusion Model: Application
to Image Despeckling . . . . . . . . . . 844--870
Vo Anh Khoa and
Michael Victor Klibanov and
Loc Hoang Nguyen Convexification for a Three-Dimensional
Inverse Scattering Problem with the
Moving Point Source . . . . . . . . . . 871--904
Marcelo Pereyra and
Luis Vargas Mieles and
Konstantinos C. Zygalakis Accelerating Proximal Markov Chain Monte
Carlo by Using an Explicit Stabilized
Method . . . . . . . . . . . . . . . . . 905--935
Julie Delon and
Agn\`es Desolneux A Wasserstein-Type Distance in the Space
of Gaussian Mixture Models . . . . . . . 936--970
Jérôme Darbon and
Tingwei Meng On Decomposition Models in Imaging
Sciences and Multi-time Hamilton--Jacobi
Partial Differential Equations . . . . . 971--1014
Xiuyuan Cheng and
Gal Mishne Spectral Embedding Norm: Looking Deep
into the Spectrum of the Graph Laplacian 1015--1048
Gary P. T. Choi and
Yusan Leung-Liu and
Xianfeng Gu and
Lok Ming Lui Parallelizable Global Conformal
Parameterization of Simply-Connected
Surfaces via Partial Welding . . . . . . 1049--1083
Elizabeth Newman and
Misha E. Kilmer Nonnegative Tensor Patch Dictionary
Approaches for Image Compression and
Deblurring Applications . . . . . . . . 1084--1112
Matthias Zisler and
Artjom Zern and
Stefania Petra and
Christoph Schnörr Self-Assignment Flows for Unsupervised
Data Labeling on Graphs . . . . . . . . 1113--1156
Jingya Chang and
Yannan Chen and
Liqun Qi and
Hong Yan Hypergraph Clustering Using a New
Laplacian Tensor with Applications in
Image Processing . . . . . . . . . . . . 1157--1178
Ruotao Xu and
Yong Xu and
Yuhui Quan and
Hui Ji Cartoon-Texture Image Decomposition
using Orientation Characteristics in
Patch Recurrence . . . . . . . . . . . . 1179--1210
Emmanouil Daskalakis and
Felix J. Herrmann and
Rachel Kuske Accelerating Sparse Recovery by Reducing
Chatter . . . . . . . . . . . . . . . . 1211--1239
Huan Han and
Zhengping Wang A Diffeomorphic Image Registration Model
with Fractional-Order Regularization and
Cauchy--Riemann Constraint . . . . . . . 1240--1271
Jian-Feng Cai and
Jae Kyu Choi and
Ke Wei Data Driven Tight Frame for Compressed
Sensing MRI Reconstruction via
Off-the-Grid Regularization . . . . . . 1272--1301
Fatemeh Pourahmadian and
Houssem Haddar Differential Tomography of
Micromechanical Evolution in Elastic
Materials of Unknown
Micro/Macrostructure . . . . . . . . . . 1302--1330
Matan Leibovich and
George Papanicolaou and
Chrysoula Tsogka Generalized Correlation-Based Imaging
for Satellites . . . . . . . . . . . . . 1331--1366
Mohsen Abdalla and
Benedek Nagy Mathematical Morphology on the
Triangular Grid: The Strict Approach . . 1367--1385
Keren Rotker and
Dafna Ben Bashat and
Alex M. Bronstein Overparameterized Models for Vector
Fields . . . . . . . . . . . . . . . . . 1386--1414
Jyrki Jauhiainen and
Petri Kuusela and
Aku Seppänen and
Tuomo Valkonen Relaxed Gauss--Newton Methods with
Applications to Electrical Impedance
Tomography . . . . . . . . . . . . . . . 1415--1445
Kangkang Deng and
Zheng Peng and
Wenxing Zhu A Discriminative Projection and
Representation-Based Classification
Framework for Face Recognition . . . . . 1446--1466
Habib Ammari and
Bowen Li and
Jun Zou Superresolution in Recovering Embedded
Electromagnetic Sources in High Contrast
Media . . . . . . . . . . . . . . . . . 1467--1510
David Tschumperlé and
Christine Porquet and
Amal Mahboubi Reconstruction of Smooth $3$D Color
Functions from Keypoints: Application to
Lossy Compression and Exemplar-Based
Generation of Color LUTs . . . . . . . . 1511--1535
Mei-Heng Yueh and
Tiexiang Li and
Wen-Wei Lin and
Shing-Tung Yau A New Efficient Algorithm for
Volume-Preserving Parameterizations of
Genus-One $3$-Manifolds . . . . . . . . 1536--1564
Joakim Andén and
José Luis Romero Multitaper Estimation on Arbitrary
Domains . . . . . . . . . . . . . . . . 1565--1594
Xiaoxia Liu and
Jian Lu and
Lixin Shen and
Chen Xu and
Yuesheng Xu Multiplicative Noise Removal: Nonlocal
Low-Rank Model and Its Proximal
Alternating Reweighted Minimization
Algorithm . . . . . . . . . . . . . . . 1595--1629
Qing Qu and
Xiao Li and
Zhihui Zhu Exact Recovery of Multichannel Sparse
Blind Deconvolution via Gradient Descent 1630--1652
Daoping Zhang and
Ke Chen $3$D Orientation-Preserving Variational
Models for Accurate Image Registration 1653--1691
Xu Li and
Xiaoping Yang and
Tieyong Zeng A Three-Stage Variational Image
Segmentation Framework Incorporating
Intensity Inhomogeneity Information . . 1692--1715
Vahan Huroyan and
Gilad Lerman and
Hau-Tieng Wu Solving Jigsaw Puzzles by the Graph
Connection Laplacian . . . . . . . . . . 1717--1753
Joseph McDonald and
Brett Bernstein and
Carlos Fernandez-Granda A Sampling Theorem for Deconvolution in
Two Dimensions . . . . . . . . . . . . . 1754--1780
Andrea Aspri and
Elena Beretta and
Otmar Scherzer and
Monika Muszkieta Asymptotic Expansions for Higher Order
Elliptic Equations with an Application
to Quantitative Photoacoustic Tomography 1781--1833
Yuchen He and
Sung Ha Kang and
Hao Liu Curvature Regularized Surface
Reconstruction from Point Clouds . . . . 1834--1859
Alessandro Perelli and
Michael Lexa and
Ali Can and
Mike E. Davies Compressive Computed Tomography
Reconstruction through Denoising
Approximate Message Passing . . . . . . 1860--1897
Eitan Rosen and
Yoel Shkolnisky Common Lines Ab Initio Reconstruction of
$ D_2 $-Symmetric Molecules in
Cryo-Electron Microscopy . . . . . . . . 1898--1944
Ana Fernandez Vidal and
Valentin De Bortoli and
Marcelo Pereyra and
Alain Durmus Maximum Likelihood Estimation of
Regularization Parameters in
High-Dimensional Inverse Problems: an
Empirical Bayesian Approach. Part I:
Methodology and Experiments . . . . . . 1945--1989
Valentin De Bortoli and
Alain Durmus and
Marcelo Pereyra and
Ana Fernandez Vidal Maximum Likelihood Estimation of
Regularization Parameters in
High-Dimensional Inverse Problems: an
Empirical Bayesian Approach. Part II:
Theoretical Analysis . . . . . . . . . . 1990--2028
Anthony Yezzi and
Ganesh Sundaramoorthi and
Minas Benyamin Accelerated Optimization in the PDE
Framework Formulations for the Active
Contour Case . . . . . . . . . . . . . . 2029--2062
Simone Parisotto and
Jan Lellmann and
Simon Masnou and
Carola-Bibiane Schönlieb Higher-Order Total Directional
Variation: Imaging Applications . . . . 2063--2104
Chun Yin Siu and
Hei Long Chan and
Ronald Lok Ming Lui Image Segmentation with Partial
Convexity Shape Prior Using Discrete
Conformality Structures . . . . . . . . 2105--2139
Viktor Reshniak and
Jeremy Trageser and
Clayton G. Webster A Nonlocal Feature-Driven Exemplar-Based
Approach for Image Inpainting . . . . . 2140--2168
Bin Dong and
Haocheng Ju and
Yiping Lu and
Zuoqiang Shi CURE: Curvature Regularization for
Missing Data Recovery . . . . . . . . . 2169--2188
Francesco Clerici and
Nicola Ferro and
Stefania Marconi and
Stefano Micheletti and
Erika Negrello and
Simona Perotto Anisotropic Adapted Meshes for Image
Segmentation: Application to
Three-Dimensional Medical Data . . . . . 2189--2212
Matan Leibovich and
George Papanicolaou and
Chrysoula Tsogka Synthetic Aperture Imaging and Motion
Estimation Using Tensor Methods . . . . 2213--2249
Christine Grathwohl and
Peer Christian Kunstmann and
Eric Todd Quinto and
Andreas Rieder Imaging with the Elliptic Radon
Transform in Three Dimensions from an
Analytical and Numerical Perspective . . 2250--2280
Byeongsu Sim and
Gyutaek Oh and
Jeongsol Kim and
Chanyong Jung and
Jong Chul Ye Optimal Transport Driven CycleGAN for
Unsupervised Learning in Inverse
Problems . . . . . . . . . . . . . . . . 2281--2306
Lukas Kiefer and
Martin Storath and
Andreas Weinmann An Algorithm for Second Order
Mumford--Shah Models Based on a Taylor
Jet Formulation . . . . . . . . . . . . 2307--2360
Ming Yang and
Qilun Luo and
Wen Li and
Mingqing Xiao Multiview Clustering of Images with
Tensor Rank Minimization via Nonconvex
Approach . . . . . . . . . . . . . . . . 2361--2392
Lili Pan and
Xiaojun Chen Group Sparse Optimization for Images
Recovery Using Capped Folded Concave
Functions . . . . . . . . . . . . . . . 1--25
Lorenzo Baldassari and
Andrea Scapin Multi-scale Classification for
Electrosensing . . . . . . . . . . . . . 26--57
Hossein S. Aghamiry and
Ali Gholami and
Stéphane Operto Complex-Valued Imaging with Total
Variation Regularization: an Application
to Full-Waveform Inversion in
Visco-acoustic Media . . . . . . . . . . 58--91
Sebastian Lunz and
Andreas Hauptmann and
Tanja Tarvainen and
Carola-Bibiane Schönlieb and
Simon Arridge On Learned Operator Correction in
Inverse Problems . . . . . . . . . . . . 92--127
Leah Bar and
Nir Sochen Strong Solutions for PDE-Based
Tomography by Unsupervised Learning . . 128--155
Xuefei Yan and
David J. Brady and
Weiping Zhang and
Changzhi Yu and
Yulin Jiang and
Jianqiang Wang and
Chao Huang and
Zian Li and
Zhan Ma Compressive Sampling for Array Cameras 156--177
Wei Wang and
Michael K. Ng Color Image Restoration by
Saturation-Value Total Variation
Regularization on Vector Bundles . . . . 178--197
Alfred Marcel Bruckstein and
Martianus Frederic Ezerman and
Adamas Aqsa Fahreza and
San Ling Patch-Based Holographic Image Sensing 198--223
Keji Liu Fast Imaging of Sources and Scatterers
in a Stratified Ocean Waveguide . . . . 224--245
Jianqiao Wangni and
Dahua Lin and
Ji Liu and
Kostas Daniilidis and
Jianbo Shi Towards Statistically Provable Geometric
$3$D Human Pose Recovery . . . . . . . . 246--270
Matan Leibovich and
George Papanicolaou and
Chrysoula Tsogka Correlation Based Imaging for Rotating
Satellites . . . . . . . . . . . . . . . 271--303
Claire Launay and
Agn\`es Desolneux and
Bruno Galerne Determinantal Point Processes for Image
Processing . . . . . . . . . . . . . . . 304--348
Juliette Chevallier and
Vianney Debavelaere and
Stéphanie Allassonni\`ere A Coherent Framework for Learning
Spatiotemporal Piecewise-Geodesic
Trajectories from Longitudinal
Manifold-Valued Data . . . . . . . . . . 349--388
Fang He and
Xiao Wang and
Xiaojun Chen A Penalty Relaxation Method for Image
Processing Using Euler's Elastica Model 389--417
S. Crisci and
M. Piana and
V. Ruggiero and
M. Scussolini A Regularized Affine-Scaling
Trust-Region Method for Parametric
Imaging of Dynamic PET Data . . . . . . 418--439
Zhengmeng Jin and
Junkang Zhang and
Lihua Min and
Michael K. Ng A Variational Model for Spatially
Weighting in Image Fusion . . . . . . . 441--469
Tatiana A. Bubba and
Mathilde Galinier and
Matti Lassas and
Marco Prato and
Luca Ratti and
Samuli Siltanen Deep Neural Networks for Inverse
Problems with Pseudodifferential
Operators: an Application to
Limited-Angle Tomography . . . . . . . . 470--505
Riccardo Aramini and
Fabrice Delbary and
Mauro C. Beltrametti and
Claudio Estatico and
Michele Piana and
Anna Maria Massone On the Asymptotic Equivalence Between
the Radon and the Hough Transforms of
Digital Images . . . . . . . . . . . . . 506--529
Huanmin Ge and
Wengu Chen and
Michael K. Ng New Restricted Isometry Property
Analysis for $ \ell_1$--$ \ell_2$
Minimization Methods . . . . . . . . . . 530--557
Gerhard Zangerl and
Markus Haltmeier Multiscale Factorization of the Wave
Equation with Application to Compressed
Sensing Photoacoustic Tomography . . . . 558--579
Qing Zou and
Mathews Jacob Recovery of Surfaces and Functions in
High Dimensions: Sampling Theory and
Links to Neural Networks . . . . . . . . 580--619
David A. Barmherzig and
Alex H. Barnett and
Charles L. Epstein and
Leslie F. Greengard and
Jeremy F. Magland and
Manas Rachh Recovering Missing Data in Coherent
Diffraction Imaging . . . . . . . . . . 620--644
Guozhi Dong and
Michael Hintermueller and
Ye Zhang A Class of Second-Order Geometric
Quasilinear Hyperbolic PDEs and Their
Application in Imaging . . . . . . . . . 645--688
Ayelet Heimowitz and
Nir Sharon and
Amit Singer Centering Noisy Images with Application
to Cryo-EM . . . . . . . . . . . . . . . 689--716
Hao Liu and
Xue-Cheng Tai and
Ron Kimmel and
Roland Glowinski A Color Elastica Model for Vector-Valued
Image Regularization . . . . . . . . . . 717--748
Chao Wang and
Min Tao and
James G. Nagy and
Yifei Lou Limited-Angle CT Reconstruction via the
$ L_1 / L_2 $ Minimization . . . . . . . 749--777
Antonin Chambolle and
Thomas Pock Learning Consistent Discretizations of
the Total Variation . . . . . . . . . . 778--813
Martin Benning and
Marta M. Betcke and
Matthias J. Ehrhardt and
Carola-Bibiane Schönlieb Choose Your Path Wisely: Gradient
Descent in a Bregman Distance Framework 814--843
Wen Li and
Elena Resmerita and
Luminita A. Vese Multiscale Hierarchical Image
Decomposition and Refinements:
Qualitative and Quantitative Results . . 844--877
Joan Duran and
Julia Navarro and
Antoni Buades Variational Densification and Refinement
of Registration Maps . . . . . . . . . . 879--912
Ido Cohen and
Omri Azencot and
Pavel Lifshits and
Guy Gilboa Modes of Homogeneous Gradient Flows . . 913--945
Yat Tin Chow and
Youjun Deng and
Youzi He and
Hongyu Liu and
Xianchao Wang Surface-Localized Transmission
Eigenstates, Super-resolution Imaging,
and Pseudo Surface Plasmon Modes . . . . 946--975
James W. Webber and
Eric Todd Quinto Microlocal Analysis of Generalized Radon
Transforms from Scattering Tomography 976--1003
Yat Tin Chow and
Fuqun Han and
Jun Zou A Direct Sampling Method for the
Inversion of the Radon Transform . . . . 1004--1038
Giovanni S. Alberti and
Paolo Campodonico and
Matteo Santacesaria Compressed Sensing Photoacoustic
Tomography Reduces to Compressed Sensing
for Undersampled Fourier Measurements 1039--1077
Kevin Bui and
Fredrick Park and
Yifei Lou and
Jack Xin A Weighted Difference of Anisotropic and
Isotropic Total Variation for Relaxed
Mumford--Shah Color and Multiphase Image
Segmentation . . . . . . . . . . . . . . 1078--1113
Leon Bungert and
Ester Hait-Fraenkel and
Nicolas Papadakis and
Guy Gilboa Nonlinear Power Method for Computing
Eigenvectors of Proximal Operators and
Neural Networks . . . . . . . . . . . . 1114--1148
Ben Adcock and
Nick Dexter and
Qinghong Xu Improved Recovery Guarantees and
Sampling Strategies for TV Minimization
in Compressive Imaging . . . . . . . . . 1149--1183
Jun Ma and
Dong Wang and
Xiao-Ping Wang and
Xiaoping Yang A Characteristic Function-Based
Algorithm for Geodesic Active Contours 1184--1205
Jean-Christophe Pesquet and
Audrey Repetti and
Matthieu Terris and
Yves Wiaux Learning Maximally Monotone Operators
for Image Recovery . . . . . . . . . . . 1206--1237
Nicolas Barnafi and
Gabriel N. Gatica and
Daniel E. Hurtado and
Willian Miranda and
Ricardo Ruiz-Baier Adaptive Mesh Refinement in Deformable
Image Registration: a Posteriori Error
Estimates for Primal and Mixed
Formulations . . . . . . . . . . . . . . 1238--1272
Robin Richter and
Duy H. Thai and
Stephan Huckemann Generalized Intersection Algorithms with
Fixed Points for Image Decomposition
Learning . . . . . . . . . . . . . . . . 1273--1305
Hyoung Suk Park and
Junhwa Jung and
Jin Keun Seo Pseudo-monochromatic Imaging in
Industrial X-Ray Computed Tomography . . 1306--1325
Ya-Nan Zhu and
Xiaoqun Zhang A Stochastic Variance Reduced Primal
Dual Fixed Point Method for Linearly
Constrained Separable Optimization . . . 1326--1353
Xu Yang and
Zhi-Yong Liu A Doubly Graduated Method for Inference
in Markov Random Field . . . . . . . . . 1354--1373
Regev Cohen and
Michael Elad and
Peyman Milanfar Regularization by Denoising via
Fixed-Point Projection (RED-PRO) . . . . 1374--1406
Juan P. Agnelli and
Ville Kolehmainen and
Matti J. Lassas and
Petri Ola and
Samuli Siltanen Simultaneous Reconstruction of
Conductivity, Boundary Shape, and
Contact Impedances in Electrical
Impedance Tomography . . . . . . . . . . 1407--1438
Xuemei Chen and
Jing Qin Regularized Kaczmarz Algorithms for
Tensor Recovery . . . . . . . . . . . . 1439--1471
HanQin Cai and
Keaton Hamm and
Longxiu Huang and
Deanna Needell Robust CUR Decomposition: Theory and
Imaging Applications . . . . . . . . . . 1472--1503
Tom Tirer and
Raja Giryes On the Convergence Rate of Projected
Gradient Descent for a Back-Projection
Based Objective . . . . . . . . . . . . 1504--1531
Yunmei Chen and
Hongcheng Liu and
Xiaojing Ye and
Qingchao Zhang Learnable Descent Algorithm for
Nonsmooth Nonconvex Image Reconstruction 1532--1564
Willem Diepeveen and
Jan Lellmann An Inexact Semismooth Newton Method on
Riemannian Manifolds with Application to
Duality-Based Total Variation Denoising 1565--1600
Wei Li and
John C. Schotland and
Yang Yang and
Yimin Zhong An Acousto-electric Inverse Source
Problem . . . . . . . . . . . . . . . . 1601--1616
Mercedes Garcia-Salguero and
Javier Gonzalez-Jimenez A Sufficient Condition of Optimality for
the Relative Pose Problem between
Cameras . . . . . . . . . . . . . . . . 1617--1634
Liliana Borcea and
Josselin Garnier Imaging in Random Media by Two-Point
Coherent Interferometry . . . . . . . . 1635--1668
Viktor Daropoulos and
Matthias Augustin and
Joachim Weickert Sparse Inpainting with Smoothed Particle
Hydrodynamics . . . . . . . . . . . . . 1669--1705
Thomas Pinetz and
Erich Kobler and
Thomas Pock and
Alexander Effland Shared Prior Learning of Energy-Based
Models for Image Reconstruction . . . . 1706--1748
Martin Huska and
Sung H. Kang and
Alessandro Lanza and
Serena Morigi A Variational Approach to Additive Image
Decomposition into Structure, Harmonic,
and Oscillatory Components . . . . . . . 1749--1789
Yueh-Cheng Kuo and
Wen-Wei Lin and
Mei-Heng Yueh and
Shing-Tung Yau Convergent Conformal Energy Minimization
for the Computation of Disk
Parameterizations . . . . . . . . . . . 1790--1815
Thomas Batard and
Gloria Haro and
Coloma Ballester DIP-VBTV: a Color Image Restoration
Model Combining a Deep Image Prior and a
Vector Bundle Total Variation . . . . . 1816--1847
Christophe Kervazo and
Nicolas Gillis and
Nicolas Dobigeon Provably Robust Blind Source Separation
of Linear-Quadratic Near-Separable
Mixtures . . . . . . . . . . . . . . . . 1848--1889
Jianping Zhang and
Yanyan Li Diffeomorphic Image Registration with an
Optimal Control Relaxation and Its
Implementation . . . . . . . . . . . . . 1890--1931
Derek Driggs and
Junqi Tang and
Jingwei Liang and
Mike Davies and
Carola-Bibiane Schönlieb A Stochastic Proximal Alternating
Minimization for Nonsmooth and Nonconvex
Optimization . . . . . . . . . . . . . . 1932--1970
Huayan Zhang and
Zhishuai He and
Xiaochao Wang A Novel Mesh Denoising Method Based on
Relaxed Second-Order Total Generalized
Variation . . . . . . . . . . . . . . . 1--22
Santiago Velasco-Forero and
R. Pag\`es and
Jesus Angulo Learnable Empirical Mode Decomposition
based on Mathematical Morphology . . . . 23--44
Tianji Cai and
Junyi Cheng and
Bernhard Schmitzer and
Matthew Thorpe The Linearized Hellinger--Kantorovich
Distance . . . . . . . . . . . . . . . . 45--83
Patrick L. Combettes and
Zev C. Woodstock A Variational Inequality Model for the
Construction of Signals from
Inconsistent Nonlinear Equations . . . . 84--109
Clémence Prévost and
Ricardo A. Borsoi and
Konstantin Usevich and
David Brie and
José C. M. Bermudez and
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
A. Marie d'Avigneau and
Sumeetpal S. Singh and
Raimund J. Ober Limits of Accuracy for Parameter
Estimation and Localization in
Single-Molecule Microscopy via
Sequential Monte Carlo Methods . . . . . 139--171
Jeova F. S. Rocha Neto and
Pedro Felzenszwalb and
Marilyn Vazquez Direct Estimation of Appearance Models
for Segmentation . . . . . . . . . . . . 172--191
Dan Yao and
Stephen McLaughlin and
Yoann Altmann Patch-Based Image Restoration Using
Expectation Propagation . . . . . . . . 192--227
Manuel Gräf and
Sebastian Neumayer and
Ralf Hielscher and
Gabriele Steidl and
Moritz Liesegang and
Tilmann Beck An Image Registration Model in Electron
Backscatter Diffraction . . . . . . . . 228--260
Yashil Sukurdeep and
Martin Bauer and
Nicolas Charon A New Variational Model for Shape Graph
Registration with Partial Matching
Constraints . . . . . . . . . . . . . . 261--292
Alexis Arnaudon and
Frank van der Meulen and
Moritz Schauer and
Stefan Sommer Diffusion Bridges for Stochastic
Hamiltonian Systems and Shape Evolutions 293--323
Ganesh Sundaramoorthi and
Anthony Yezzi and
Minas Benyamin Accelerated Optimization in the PDE
Framework: Formulations for the Manifold
of Diffeomorphisms . . . . . . . . . . . 324--366
Stefan C. Schonsheck and
Bin Dong and
Rongjie Lai Parallel Transport Convolution:
Deformable Convolutional Networks on
Manifold-Structured Data . . . . . . . . 367--386
Stéphanie Guérit and
Siddharth Sivankutty and
John Lee and
Hervé Rigneault and
Laurent Jacques Compressive Imaging Through Optical
Fiber with Partial Speckle Scanning . . 387--423
Tingting Wu and
Xiaoyu Gu and
Zeyu Li and
Zhi Li and
Jianwei Niu and
Tieyong Zeng Efficient Boosted DC Algorithm for
Nonconvex Image Restoration with Rician
Noise . . . . . . . . . . . . . . . . . 424--454
Matthias Beckmann and
Ayush Bhandari and
Felix Krahmer The Modulo Radon Transform: Theory,
Algorithms, and Applications . . . . . . 455--490
Bariscan Yonel and
Birsen Yazici A Spectral Estimation Framework for
Phase Retrieval via Bregman Divergence
Minimization . . . . . . . . . . . . . . 491--520
Zhifang Liu and
Huibin Chang and
Yuping Duan Variational Rician Noise Removal via
Splitting on Spheres . . . . . . . . . . 521--549
Yangyang Xu and
Yibo Xu and
Yonggui Yan and
Jie Chen Distributed Stochastic
Inertial-Accelerated Methods with
Delayed Derivatives for Nonconvex
Problems . . . . . . . . . . . . . . . . 550--590
Chujun Huang and
Mingjie Shao and
Wing-Kin Ma and
Anthony Man-Cho So SISAL Revisited . . . . . . . . . . . . 591--624
Xueying Zhao and
Minru Bai and
Defeng Sun and
Libin Zheng Robust Tensor Completion: Equivalent
Surrogates, Error Bounds, and Algorithms 625--669
Tommy M. Tang and
Hemant D. Tagare Steerable Near-Quadrature Filter Pairs
in Three Dimensions . . . . . . . . . . 670--700
Rémi Laumont and
Valentin De Bortoli and
Andrés Almansa and
Julie Delon and
Alain Durmus and
Marcelo Pereyra Bayesian Imaging Using Plug & Play
Priors: When Langevin Meets Tweedie . . 701--737
Bao Wang and
Tan Nguyen and
Tao Sun and
Andrea L. Bertozzi and
Richard G. Baraniuk and
Stanley J. Osher Scheduled Restart Momentum for
Accelerated Stochastic Gradient Descent 738--761
Esten Nicolai Wòien and
Markus Grasmair A PDE-Based Method for Shape
Registration . . . . . . . . . . . . . . 762--796
Anuj Abhishek and
Thilo Strauss and
Taufiquar Khan An Optimal Bayesian Estimator for
Absorption Coefficient in Diffuse
Optical Tomography . . . . . . . . . . . 797--821
Mario González and
Andrés Almansa and
Pauline Tan Solving Inverse Problems by Joint
Posterior Maximization with Autoencoding
Prior . . . . . . . . . . . . . . . . . 822--859
Huan Liu and
Bangti Jin and
Xiliang Lu Imaging Anisotropic Conductivities from
Current Densities . . . . . . . . . . . 860--891
Matthew Holden and
Marcelo Pereyra and
Konstantinos C. Zygalakis Bayesian Imaging with Data-Driven Priors
Encoded by Neural Networks . . . . . . . 892--924
Oded Stein and
Jiajin Li and
Justin Solomon A Splitting Scheme for Flip-Free
Distortion Energies . . . . . . . . . . 925--959
Daoping Zhang and
Gary P. T. Choi and
Jianping Zhang and
Lok Ming Lui A Unifying Framework for $n$-Dimensional
Quasi-Conformal Mappings . . . . . . . . 960--988
Meng Huang and
Yang Wang Linear Convergence of Randomized
Kaczmarz Method for Solving
Complex-Valued Phaseless Equations . . . 989--1016
Fadil Santosa and
Madeline Goh Bar Code Decoding in a Camera-Based
Scanner: Analysis and Algorithm . . . . 1017--1040
Tamir Bendory and
Ido Hadi and
Nir Sharon Compactification of the Rigid Motions
Group in Image Processing . . . . . . . 1041--1078
Yuxin Xia and
Wei Wang and
Bo Han A Fast Averaged Kaczmarz Iteration with
Convex Penalty for Inverse Problems in
Hilbert Spaces . . . . . . . . . . . . . 1079--1103
Limei Huo and
Wengu Chen and
Huanmin Ge and
Michael K. Ng Stable Image Reconstruction Using
Transformed Total Variation Minimization 1104--1139
Luca Grementieri and
Rita Fioresi Model-Centric Data Manifold: The Data
Through the Eyes of the Model . . . . . 1140--1156
Bingsheng He and
Feng Ma and
Shengjie Xu and
Xiaoming Yuan A Generalized Primal-Dual Algorithm with
Improved Convergence Condition for
Saddle Point Problems . . . . . . . . . 1157--1183
Hui Shi and
Yann Traonmilin and
Jean-François Aujol Compressive Learning for Patch-Based
Image Denoising . . . . . . . . . . . . 1184--1212
Linh Nguyen and
Markus Haltmeier and
Richard Kowar and
Ngoc Do Analysis for Full-Field Photoacoustic
Tomography with Variable Sound Speed . . 1213--1228
Arnold D. Kim and
Chrysoula Tsogka High-Resolution, Quantitative Signal
Subspace Imaging for Synthetic Aperture
Radar . . . . . . . . . . . . . . . . . 1229--1252
Hartmut Bauermeister and
Emanuel Laude and
Thomas Möllenhoff and
Michael Moeller and
Daniel Cremers Lifting the Convex Conjugate in
Lagrangian Relaxations: A Tractable
Approach for Continuous Markov Random
Fields . . . . . . . . . . . . . . . . . 1253--1281
Rafael Grompone von Gioi and
Ignacio Ramírez Paulino and
Gregory Randall The Whole and the Parts: The Minimum
Description Length Principle and the
A-Contrario Framework . . . . . . . . . 1282--1313
Haifeng Li and
Weihong Guo and
Jun Liu and
Li Cui and
Dongxing Xie Image Segmentation with Adaptive Spatial
Priors from Joint Registration . . . . . 1314--1344
Weixi Wang and
Ji Li and
Hui Ji $ L_1 $-Norm Regularization for
Short-and-Sparse Blind Deconvolution:
Point Source Separability and Region
Selection . . . . . . . . . . . . . . . 1345--1372
Robert Beinert and
Michael Quellmalz Total Variation-Based Reconstruction and
Phase Retrieval for Diffraction
Tomography . . . . . . . . . . . . . . . 1373--1399
Wei Wang and
Yuming Yang and
Michael K. Ng A Spatial Color Compensation Model Using
Saturation-Value Total Variation . . . . 1400--1430
Huan Han and
Zhengping Wang and
Yimin Zhang Multiscale Approach for
Three-Dimensional Conformal Image
Registration . . . . . . . . . . . . . . 1431--1468
Junren Chen and
Michael K. Ng Color Image Inpainting via Robust Pure
Quaternion Matrix Completion: Error
Bound and Weighted Loss . . . . . . . . 1469--1498
Chunlin Wu and
Xueyan Guo and
Yiming Gao and
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 and
Houssem Haddar and
Xiaoli Liu An Accelerated Level-Set Method for
Inverse Scattering Problems . . . . . . 1576--1600
Jing Guo and
Yu Guo and
Qiyu Jin and
Michael Kwok-Po Ng and
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 and
David Villacís Optimality Conditions for Bilevel
Imaging Learning Problems with Total
Variation Regularization . . . . . . . . 1646--1689
Valerio Pagliari and
Kostas Papafitsoros and
Bogdan Raib\kata and
Andreas Vikelis Bilevel Training Schemes in Imaging for
Total Variation-Type Functionals with
Convex Integrands . . . . . . . . . . . 1690--1728
Jevgenija Rudzusika and
Thomas Koehler and
Ozan Oktem Deep Learning-Based Dictionary Learning
and Tomographic Image Reconstruction . . 1729--1764
Zhipeng Zhu and
Gary P. T. Choi and
Lok Ming Lui Parallelizable Global Quasi-Conformal
Parameterization of Multiply Connected
Surfaces via Partial Welding . . . . . . 1765--1807
Rubén Molano and
Mar Ávila and
José Carlos Sancho and
Pablo G. Rodríguez and
Andres 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 and
Bryn Davies Bioinspired Random Projections for
Robust, Sparse Classification . . . . . 1833--1850
Chenran Lin and
Lok Ming Lui Harmonic Beltrami Signature: A Novel
$2$D Shape Representation for Object
Classification . . . . . . . . . . . . . 1851--1893
Ru-Yu Lai and
Gunther Uhlmann and
Jian Zhai and
Hanming Zhou Single Pixel X-ray Transform and Related
Inverse Problems . . . . . . . . . . . . 1894--1909
Sombuddha Bhattacharyya and
Maarten V. de Hoop and
Vitaly Katsnelson and
Gunther Uhlmann Recovery of Piecewise Smooth Density and
Lamé Parameters from High Frequency
Exterior Cauchy Data . . . . . . . . . . 1910--1943
Michel Berthier and
Nicoletta Prencipe and
Edoardo Provenzi A Quantum Information-Based Refoundation
of Color Perception Concepts . . . . . . 1944--1976
Francesco Marchetti and
Gabriele Santin Convergence Results in Image
Interpolation With the Continuous SSIM 1977--1999
Zhemin Li and
Tao Sun and
Hongxia Wang and
Bao Wang Adaptive and Implicit Regularization for
Matrix Completion . . . . . . . . . . . 2000--2022
Emilie Chouzenoux and
Andrés Contreras and
Jean-Christophe Pesquet and
Marion Savanier Convergence Results for Primal-Dual
Algorithms in the Presence of Adjoint
Mismatch . . . . . . . . . . . . . . . . 1--34
Michael V. Klibanov and
Jingzhi Li and
Loc H. Nguyen and
Zhipeng Yang Convexification Numerical Method for a
Coefficient Inverse Problem for the
Radiative Transport Equation . . . . . . 35--63
Habib Ammari and
Bryn Davies Asymptotic Links between Signal
Processing, Acoustic Metamaterials, and
Biology . . . . . . . . . . . . . . . . 64--88
Teemu Sahlström and
Tanja Tarvainen Utilizing Variational Autoencoders in
the Bayesian Inverse Problem of
Photoacoustic Tomography . . . . . . . . 89--110
Shi Chen and
Zhiyan Ding and
Qin Li and
Leonardo Zepeda-Núñez High-Frequency Limit of the Inverse
Scattering Problem: Asymptotic
Convergence from Inverse Helmholtz to
Inverse Liouville . . . . . . . . . . . 111--143
Chaoyu Liu and
Zhonghua Qiao and
Qian Zhang An Active Contour Model with Local
Variance Force Term and Its Efficient
Minimization Solver for Multiphase Image
Segmentation . . . . . . . . . . . . . . 144--168
Christoph Strössner and
Daniel Kressner Low-Rank Tensor Approximations for
Solving Multimarginal Optimal Transport
Problems . . . . . . . . . . . . . . . . 169--191
Fabian Hinterer and
Simon Hubmer and
Prashin Jethwa and
Kirk M. Soodhalter and
Glenn van de Ven and
Ronny Ramlau A Projected Nesterov--Kaczmarz Approach
to Stellar Population-Kinematic
Distribution Reconstruction in
Extragalactic Archaeology . . . . . . . 192--222
Andreas Alpers and
Maximilian Fiedler and
Peter Gritzmann and
Fabian Klemm Turning Grain Maps into Diagrams . . . . 223--249
Lucas De Lara and
Alberto González-Sanz and
Jean-Michel Loubes Diffeomorphic Registration Using
Sinkhorn Divergences . . . . . . . . . . 250--279
Liliana Borcea and
Josselin Garnier and
Alexander V. Mamonov and
Jörn Zimmerling Waveform Inversion with a Data Driven
Estimate of the Internal Wave . . . . . 280--312
Lukas Baumgärtner and
Ronny Bergmann and
Roland Herzog and
Stephan Schmidt and
José Vidal-Núnez Total Generalized Variation for
Piecewise Constant Functions on
Triangular Meshes with Applications in
Imaging . . . . . . . . . . . . . . . . 313--339
Elie Bretin and
Pierre Millien and
Laurent Seppecher Stability for Finite Element
Discretization of Some Inverse Parameter
Problems from Internal Data: Application
to Elastography . . . . . . . . . . . . 340--367
Imad El Bouchairi and
Abderrahim Elmoataz and
Jalal Fadili Nonlocal Perimeters and Curvature Flows
on Graphs with Applications in Image
Processing and High-Dimensional Data
Classification . . . . . . . . . . . . . 368--392
Mathias Hockmann and
Stefan Kunis Short Communication: Weak Sparse
Superresolution is Well-Conditioned . . SC1--SC13
Mikael Le Pendu and
Christine Guillemot Preconditioned Plug-and-Play ADMM with
Locally Adjustable Denoiser for Image
Restoration . . . . . . . . . . . . . . 393--422
Kaixin Gao and
Zheng-Hai Huang Tensor Robust Principal Component
Analysis via Tensor Fibered Rank and $
l_p $ Minimization . . . . . . . . . . . 423--460
Hao Liu and
Xue-Cheng Tai and
Ron Kimmel and
Roland Glowinski Elastica Models for Color Image
Regularization . . . . . . . . . . . . . 461--500
Dmitrij Sitenko and
Bastian Boll and
Christoph Schnörr A Nonlocal Graph-PDE and Higher-Order
Geometric Integration for Image Labeling 501--567
Xu-Qian Fan and
Wenyong Gong Schwarzschild Harmonic Path Planning and
Tetrahedral Mesh Smoothing . . . . . . . 568--584
Rita Fermanian and
Mikael Le Pendu and
Christine Guillemot PnP-ReG: Learned Regularizing Gradient
for Plug-and-Play Gradient Descent . . . 585--613
Niall Donlon and
Romina Gaburro and
Shari Moskow and
Isaac Woods Stability and Reconstruction of a
Special Type of Anisotropic Conductivity
in Magneto-Acoustic Tomography with
Magnetic Induction . . . . . . . . . . . 614--639
Guangyu Gao and
Bo Han and
Zhenwu Fu and
Shanshan Tong A Fast Data-Driven Iteratively
Regularized Method with Convex Penalty
for Solving Ill-Posed Problems . . . . . 640--670
Bangti Jin and
Zeljko Kereta On the Convergence of Stochastic
Gradient Descent for Linear Inverse
Problems in Banach Spaces . . . . . . . 671--705
Yizhuang Song and
Rosalind Sadleir and
Jijun Liu Convergence Analysis of the Harmonic $
B_z $ Algorithm with Single Injection
Current in MREIT . . . . . . . . . . . . 706--739
Jing Yu and
Fang Li and
Xuyue Hu Two-Stage Decolorization Based on
Histogram Equalization and Local
Variance Maximization . . . . . . . . . 740--769
Bolin Pan and
Marta M. Betcke On Learning the Invisible in
Photoacoustic Tomography with Flat
Directionally Sensitive Detector . . . . 770--801
Noémie Debroux and
Carole Le Guyader and
Luminita A. Vese A Multiscale Deformation Representation 802--841
Kevin Ganster and
Andreas Rieder Approximate Inversion of a Class of
Generalized Radon Transforms . . . . . . 842--866
Bastien Laville and
Laure Blanc-Féraud and
Gilles Aubert Off-the-Grid Curve Reconstruction
through Divergence Regularization: an
Extreme Point Result . . . . . . . . . . 867--885
Tamir Bendory and
Nicolas Boumal and
William Leeb and
Eitan Levin and
Amit Singer Toward Single Particle Reconstruction
without Particle Picking: Breaking the
Detection Limit . . . . . . . . . . . . 886--910
Jeremy M. Budd and
Yves van Gennip and
Jonas Latz and
Simone Parisotto and
Carola-Bibiane Schönlieb Joint Reconstruction-Segmentation on
Graphs . . . . . . . . . . . . . . . . . 911--947
Hiroshi Fujiwara and
Kamran Sadiq and
Alexandru Tamasan Numerical Reconstruction of Radiative
Sources from Partial Boundary
Measurements . . . . . . . . . . . . . . 948--968
Doosung Choi and
Johan Helsing and
Sangwoo Kang and
Mikyoung Lim Inverse Problem for a Planar
Conductivity Inclusion . . . . . . . . . 969--995
Felipe Galarce and
Karsten Tabelow and
Jörg Polzehl and
Christos Panagiotis Papanikas and
Vasileios Vavourakis and
Ledia Lilaj and
Ingolf Sack and
Alfonso Caiazzo Displacement and Pressure Reconstruction
from Magnetic Resonance Elastography
Images: Application to an In Silico
Brain Model . . . . . . . . . . . . . . 996--1027
Robert Beinert and
Cosmas Heiss and
Gabriele Steidl On Assignment Problems Related to
Gromov--Wasserstein Distances on the
Real Line . . . . . . . . . . . . . . . 1028--1032
Fabian Altekrüger and
Johannes Hertrich WPPNets and WPPFlows: The Power of
Wasserstein Patch Priors for
Superresolution . . . . . . . . . . . . 1033--1067
Janith Wijesinghe and
Pengwen Chen Matrix Balancing Based Interior Point
Methods for Point Set Matching Problems 1068--1105
Jean-Jacques Godeme and
Jalal Fadili and
Xavier Buet and
Myriam Zerrad and
Michel Lequime and
Claude Amra Provable Phase Retrieval with Mirror
Descent . . . . . . . . . . . . . . . . 1106--1141
Mei-Heng Yueh Theoretical Foundation of the Stretch
Energy Minimization for Area-Preserving
Simplicial Mappings . . . . . . . . . . 1142--1176
Jianfei Li and
Chaoyan Huang and
Raymond Chan and
Han Feng and
Michael K. Ng and
Tieyong Zeng Spherical Image Inpainting with Frame
Transformation and Data-Driven Prior
Deep Networks . . . . . . . . . . . . . 1177--1194
Savvas Melidonis and
Paul Dobson and
Yoann Altmann and
Marcelo Pereyra and
Konstantinos Zygalakis Efficient Bayesian Computation for
Low-Photon Imaging Problems . . . . . . 1195--1234
Thomas Batard A Class of Priors for Color Image
Restoration Parameterized by Lie Groups
Acting on Pixel Values . . . . . . . . . 1235--1280
Junjun Pan and
Michael K. Ng Separable Quaternion Matrix
Factorization for Polarization Images 1281--1307
Frank Filbir and
Oleh Melnyk Image Recovery for Blind Polychromatic
Ptychography . . . . . . . . . . . . . . 1308--1337
Howard W. Levinson and
Vadim Markel and
Nicholas Triantafillou Inversion of Band-Limited Discrete
Fourier Transforms of Binary Images:
Uniqueness and Algorithms . . . . . . . 1338--1369
Ben-Zheng Li and
Xi-Le Zhao and
Xiongjun Zhang and
Teng-Yu Ji and
Xinyu Chen and
Michael K. Ng A Learnable Group-Tube Transform Induced
Tensor Nuclear Norm and Its Application
for Tensor Completion . . . . . . . . . 1370--1397
Shuai Huang and
Mona Zehni and
Ivan Dokmani\'c and
Zhizhen Zhao Orthogonal Matrix Retrieval with Spatial
Consensus for $3$D Unknown View
Tomography . . . . . . . . . . . . . . . 1398--1439
Willem Diepeveen and
Jan Lellmann and
Ozan Öktem and
Carola-Bibiane Schönlieb Regularizing Orientation Estimation in
Cryogenic Electron Microscopy
Three-Dimensional Map Refinement through
Measure-Based Lifting over Riemannian
Manifolds . . . . . . . . . . . . . . . 1440--1490
Takashi Sakajo and
Keiichi Itatani Topological Identification of Vortical
Flow Structures in the Left Ventricle of
the Heart . . . . . . . . . . . . . . . 1491--1519
Minam Moon and
Injo Hur and
Sunghwan Moon Singular Value Decomposition of the Wave
Forward Operator with Radial Variable
Coefficients . . . . . . . . . . . . . . 1520--1534
Hongxia Guo and
Guanghui Hu and
Guanqiu Ma Imaging a Moving Point Source from
Multifrequency Data Measured at One and
Sparse Observation Directions (Part I):
Far-Field Case . . . . . . . . . . . . . 1535--1571
Josselin Garnier and
Houssem Haddar and
Hadrien Montanelli The Linear Sampling Method for Random
Sources . . . . . . . . . . . . . . . . 1572--1593
Michael Elad and
Bahjat Kawar and
Gregory Vaksman Image Denoising: The Deep Learning
Revolution and Beyond --- a Survey Paper 1594--1654
Juan Carlos De los Reyes Bilevel Imaging Learning Problems as
Mathematical Programs with
Complementarity Constraints:
Reformulation and Theory . . . . . . . . 1655--1686
Trevor Canham and
Adrián Martín Fernández and
Marcelo Bertalmío and
Javier Portilla Using Decoupled Features for
Photorealistic Style Transfer . . . . . 1687--1726
Felix Krahmer and
Anna Veselovska Enhanced Digital Halftoning via Weighted
Sigma-Delta Modulation . . . . . . . . . 1727--1761
Michael V. Klibanov and
Jingzhi Li and
Loc H. Nguyen and
Vladimir Romanov and
Zhipeng Yang Convexification Numerical Method for a
Coefficient Inverse Problem for the
Riemannian Radiative Transfer Equation 1762--1790
Yan Yang and
Yizhou Wang and
Jiazhen Wang and
Jian Sun and
Zongben Xu An Unrolled Implicit Regularization
Network for Joint Image and Sensitivity
Estimation in Parallel MR Imaging with
Convergence Guarantee . . . . . . . . . 1791--1824
Tsung-Ming Huang and
Wei-Hung Liao and
Wen-Wei Lin and
Mei-Heng Yueh and
Shing-Tung Yau Convergence Analysis of Volumetric
Stretch Energy Minimization and Its
Associated Optimal Mass Transport . . . 1825--1855
Simon Hubmer and
Ekaterina Sherina and
Ronny Ramlau and
Michael Pircher and
Rainer Leitgeb Subaperture-Based Digital Aberration
Correction for Optical Coherence
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Approach . . . . . . . . . . . . . . . . 1857--1885
Limei Huo and
Wengu Chen and
Huanmin Ge and
Michael K. Ng $ L_1 $--$ \beta L_q $ Minimization for
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Peijun Li and
Ying Liang and
Yuliang Wang A Data-Assisted Two-Stage Method for the
Inverse Random Source Problem . . . . . 1929--1952
Kai Zhang and
Alireza Entezari Convolutional Forward Models for X-Ray
Computed Tomography . . . . . . . . . . 1953--1977
Adi Shasha Geva and
Yoel Shkolnisky A Common Lines Approach for Ab Initio
Modeling of Molecules with Tetrahedral
and Octahedral Symmetry . . . . . . . . 1978--2014
Arttu Arjas and
Mikko J. Sillanpää and
Andreas S. Hauptmann Sequential Model Correction for
Nonlinear Inverse Problems . . . . . . . 2015--2039
Marcelo Pereyra and
Luis A. Vargas-Mieles and
Konstantinos C. Zygalakis The Split Gibbs Sampler Revisited:
Improvements to Its Algorithmic
Structure and Augmented Target
Distribution . . . . . . . . . . . . . . 2040--2071
Yuchen Xiao and
Xiaosheng Zhuang Spherical Framelets from Spherical
Designs . . . . . . . . . . . . . . . . 2072--2104
Ping Liu and
Habib Ammari An Operator Theory for Analyzing the
Resolution of Multi-illumination Imaging
Modalities . . . . . . . . . . . . . . . 2105--2143
Mikhail Gilman and
Semyon V. Tsynkov Transionospheric Autofocus for Synthetic
Aperture Radar . . . . . . . . . . . . . 2144--2174
Zetao Fei and
Hai Zhang IFF: a Superresolution Algorithm for
Multiple Measurements . . . . . . . . . 2175--2201
Andreas Kofler and
Fabian Altekrüger and
Fatima Antarou Ba and
Christoph Kolbitsch and
Evangelos Papoutsellis and
David Schote and
Clemens Sirotenko and
Felix Frederik Zimmermann and
Kostas Papafitsoros Learning Regularization Parameter-Maps
for Variational Image Reconstruction
Using Deep Neural Networks and Algorithm
Unrolling . . . . . . . . . . . . . . . 2202--2246
Ji Li and
Weixi Wang and
Hui Ji Self-Supervised Deep Learning for Image
Reconstruction: a Langevin Monte Carlo
Approach . . . . . . . . . . . . . . . . 2247--2284
Rima Alaifari and
Giovanni S. Alberti and
Tandri Gauksson Short Communication: Localized
Adversarial Artifacts for Compressed
Sensing MRI . . . . . . . . . . . . . . SC14--SC26
Fan Jia and
Shen Mao and
Xue-Cheng Tai and
Tieyong Zeng A Variational Model for Nonuniform
Low-Light Image Enhancement . . . . . . 1--30
Avrajit Ghosh and
Michael McCann and
Madeline Mitchell and
Saiprasad Ravishankar Learning Sparsity-Promoting Regularizers
Using Bilevel Optimization . . . . . . . 31--60
Luzia N. Felber and
Helmut Harbrecht and
Marc Schmidlin Identification of Sparsely Representable
Diffusion Parameters in Elliptic
Problems . . . . . . . . . . . . . . . . 61--90
Alexis Goujon and
Sebastian Neumayer and
Michael Unser Learning Weakly Convex Regularizers for
Convergent Image-Reconstruction
Algorithms . . . . . . . . . . . . . . . 91--115
Siddharth S. Iyer and
Frank Ong and
Xiaozhi Cao and
Congyu Liao and
Luca Daniel and
Jonathan I. Tamir and
Kawin Setsompop Polynomial Preconditioners for
Regularized Linear Inverse Problems . . 116--146
Bangti Jin and
Xiyao Li and
Qimeng Quan and
Zhi Zhou Conductivity Imaging from Internal
Measurements with Mixed Least-Squares
Deep Neural Networks . . . . . . . . . . 147--187
Long Li and
Jiansheng Yang and
Bo Zhang and
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 and
Zehan Chao and
Longxiu Huang and
Deanna Needell Robust Tensor CUR Decompositions: Rapid
Low-Tucker-Rank Tensor Recovery with
Sparse Corruptions . . . . . . . . . . . 225--247
Xu Xiao and
Youwei Wen and
Raymond Chan and
Tieyong Zeng Image Segmentation Using Bayesian
Inference for Convex Variant
Mumford--Shah Variational Model . . . . 248--272
Gaiting Zhou and
Daniel Tward and
Kenneth Lange A Majorization-Minimization Algorithm
for Neuroimage Registration . . . . . . 273--300
Dominik Narnhofer and
Andreas Habring and
Martin Holler and
Thomas Pock Posterior-Variance-Based Error
Quantification for Inverse Problems in
Imaging . . . . . . . . . . . . . . . . 301--333
Vladimir Druskin and
Shari Moskow and
Mikhail Zaslavsky Reduced Order Modeling Inversion of
Monostatic Data in a Multi-scattering
Environment . . . . . . . . . . . . . . 334--350
Antonio Corbo Esposito and
Luisa Faella and
Gianpaolo Piscitelli and
Vincenzo Mottola and
Ravi Prakash and
Antonello Tamburrino The $ p_0$-Laplace ``Signature'' for
Quasilinear Inverse Problems . . . . . . 351--388
Alessandro Sarti and
Mattia Galeotti and
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}^2 $ . . . . . . . . . . . . . . . . 415--440
Junying Meng and
Faqiang Wang and
Jun Liu Learnable Nonlocal Self-Similarity of
Deep Features for Image Denoising . . . 441--475
Zunwei Fu and
Yan Lin and
Dachun Yang and
Shuhui Yang Fractional Fourier Transforms Meet Riesz
Potentials and Image Processing . . . . 476--500
Qiguang Chen and
Zhiwen Li and
Lok Ming Lui A Deep Learning Framework for
Diffeomorphic Mapping Problems via
Quasi-conformal Geometry Applied to
Imaging . . . . . . . . . . . . . . . . 501--539
Xue-Cheng Tai and
Hao Liu and
Raymond Chan PottsMGNet: a Mathematical Explanation
of Encoder-Decoder Based Neural Networks 540--594
Gaik Ambartsoumian and
Mohammad J. Latifi Jebelli and
Rohit K. Mishra Numerical Implementation of Generalized
$V$-Line Transforms on 2D Vector Fields
and their Inversions . . . . . . . . . . 595--631
Julien Flamant and
Konstantin Usevich and
Marianne Clausel and
David Brie Polarimetric Fourier Phase Retrieval . . 632--671
Teemu Tyni and
Adam R. Stinchcombe and
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 and
Gary P. T. Choi and
Lok Ming Lui Bijective Density-Equalizing
Quasiconformal Map for Multiply
Connected Open Surfaces . . . . . . . . 706--755
Huiwen Zheng and
Yifei Lou and
Guoliang Tian and
Chao Wang A Scale-Invariant Relaxation in Low-Rank
Tensor Recovery with an Application to
Tensor Completion . . . . . . . . . . . 756--783
Hong Ye Tan and
Subhadip Mukherjee and
Junqi Tang and
Carola-Bibiane Schönlieb Provably Convergent Plug-and-Play
Quasi-Newton Methods . . . . . . . . . . 785--819
Ziruo Cai and
Junqi Tang and
Subhadip Mukherjee and
Jinglai Li and
Carola-Bibiane Schönlieb and
Xiaoqun Zhang NF-ULA: Normalizing Flow-Based
Unadjusted Langevin Algorithm for
Imaging Inverse Problems . . . . . . . . 820--860
Lili Bao and
Jiahao Lu and
Shihui Ying and
Stefan Sommer Sliding at First-Order: Higher-Order
Momentum Distributions for Discontinuous
Image Registration . . . . . . . . . . . 861--887
Yanran Li and
Raymond H. Chan and
Lixin Shen and
Xiaosheng Zhuang and
Risheng Wu and
Yijun Huang and
Junwei Liu Exploring Structural Sparsity of Coil
Images from 3-Dimensional Directional
Tight Framelets for SENSE Reconstruction 888--916
Quan Yu and
Minru Bai Generalized Nonconvex Hyperspectral
Anomaly Detection via Background
Representation Learning with Dictionary
Constraint . . . . . . . . . . . . . . . 917--950
Xiaotong Liu and
Jinxin Wang and
Di Wang and
Shao-Bo Lin Weighted Spectral Filters for Kernel
Interpolation on Spheres: Estimates of
Prediction Accuracy for Noisy Data . . . 951--983
Trent DeGiovanni and
Fernando Guevara Vasquez and
China Mauck Imaging with Thermal Noise Induced
Currents . . . . . . . . . . . . . . . . 984--1006
Junying Meng and
Weihong Guo and
Jun Liu and
Mingrui Yang Assembling a Learnable Mumford--Shah
Type Model with Multigrid Technique for
Image Segmentation . . . . . . . . . . . 1007--1039
Muhamed Kuric and
Jan Ahmetspahic and
Thomas Pock Total Generalized Variation on a Tree 1040--1077
Teresa Klatzer and
Paul Dobson and
Yoann Altmann and
Marcelo Pereyra and
Jesus Maria Sanz-Serna and
Konstantinos C. Zygalakis Accelerated Bayesian Imaging by Relaxed
Proximal-Point Langevin Sampling . . . . 1078--1117
Ningning Han and
Juan Nie and
Jian Lu and
Michael K. Ng Stochastic Variance Reduced Gradient for
Affine Rank Minimization Problem . . . . 1118--1144
Zhongming Wu and
Chaoyan Huang and
Tieyong Zeng Extrapolated Plug-and-Play
Three-Operator Splitting Methods for
Nonconvex Optimization with Applications
to Image Restoration . . . . . . . . . . 1145--1181
Jiangjun Peng and
Hailin Wang and
Xiangyong Cao and
Xixi Jia and
Hongying Zhang and
Deyu Meng Stable Local-Smooth Principal Component
Pursuit . . . . . . . . . . . . . . . . 1182--1205
Charlesquin Kemajou Mbakam and
Marcelo Pereyra and
Jean-François Giovannelli Marginal Likelihood Estimation in
Semiblind Image Deconvolution: a
Stochastic Approximation Approach . . . 1206--1254
Yuan Liu and
Chunlin Wu and
Chao Zeng Non-Lipschitz Variational Models and
their Iteratively Reweighted Least
Squares Algorithms for Image Denoising
on Surfaces . . . . . . . . . . . . . . 1255--1283
Tin Barisin and
Jesus Angulo and
Katja Schladitz and
Claudia Redenbach Riesz Feature Representation: Scale
Equivariant Scattering Network for
Classification Tasks . . . . . . . . . . 1284--1313
Alban Gossard and
Pierre Weiss Training Adaptive Reconstruction
Networks for Blind Inverse Problems . . 1314--1346
Guillaume Lauga and
Elisa Riccietti and
Nelly Pustelnik and
Paulo Gonçalves IML FISTA: a Multilevel Framework for
Inexact and Inertial Forward-Backward.
Application to Image Restoration . . . . 1347--1376
Guanqiu Ma and
Hongxia Guo and
Guanghui Hu Imaging a Moving Point Source from
Multifrequency Data Measured at One and
Sparse Observation Points (Part II):
Near-Field Case in 3D . . . . . . . . . 1377--1414
Mercedes Garcia-Salguero and
Elijs Dima and
André Mateus and
Javier Gonzalez-Jimenez Fast Certifiable Algorithm for the
Absolute Pose Estimation of a Camera . . 1415--1432
Michael Wilson and
Tom Needham and
Chiwoo Park and
Suparteek Kundu and
Anuj Srivastava A Wasserstein-Type Distance for Gaussian
Mixtures on Vector Bundles with
Applications to Shape Analysis . . . . . 1433--1466
Robert Lung and
Nick Polydorides Imaging of Atmospheric Dispersion
Processes with Differential Absorption
Lidar . . . . . . . . . . . . . . . . . 1467--1510
Dihan Zheng and
Shiqi Tang and
Roland Wagner and
Ronny Ramlau and
Chenglong Bao and
Raymond H. Chan PhaseNet: a Deep Learning Based Phase
Reconstruction Method for Ground-Based
Astronomy . . . . . . . . . . . . . . . 1511--1538
Christina Brandt and
Tobias Kluth and
Tobias Knopp and
Lena Westen Dynamic Image Reconstruction with Motion
Priors in Application to Three
Dimensional Magnetic Particle Imaging 1539--1586
Kartheek Kumar Reddy Nareddy and
Abijith Jagannath Kamath and
Chandra Sekhar Seelamantula Tight-Frame-Like Analysis-Sparse
Recovery Using Nontight Sensing Matrices 1587--1618
Giovanni S. Alberti and
Romain Petit and
Matteo Santacesaria Localization of Point Scatterers via
Sparse Optimization on Measures . . . . 1619--1649
Diego Marcondes and
Junior Barrera Discrete Morphological Neural Networks 1650--1689
Ke Chen and
Huan Han Three-Stage Approach for 2D/3D
Diffeomorphic Multimodality Image
Registration with Textural Control . . . 1690--1728
Matthias J. Ehrhardt and
Lorenz Kuger and
Carola-Bibiane Schönlieb Proximal Langevin Sampling with Inexact
Proximal Mapping . . . . . . . . . . . . 1729--1760
Elli Karvonen and
Matti Lassas and
Pekka Pankka and
Samuli Siltanen TILT: Topological Interface Recovery in
Limited-Angle Tomography . . . . . . . . 1761--1794
Hong Zhu and
Michael K. Ng An Inexact Majorized Proximal
Alternating Direction Method of
Multipliers for Diffusion Tensors . . . 1795--1819