SIIMS - volume 14 - 2021 论文列表 |
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Volume 14, Number 4, 2021
Derek Driggs Junqi Tang Jingwei Liang Mike E. Davies Carola-Bibiane Schönlieb
Diffeomorphic Image Registration with an Optimal Control Relaxation and Its Implementation. Provably Robust Blind Source Separation of Linear-Quadratic Near-Separable Mixtures.
Christophe Kervazo Nicolas Gillis Nicolas Dobigeon
DIP-VBTV: A Color Image Restoration Model Combining a Deep Image Prior and a Vector Bundle Total Variation.Thomas Batard Gloria Haro Coloma Ballester
Convergent Conformal Energy Minimization for the Computation of Disk Parameterizations.Yueh-Cheng Kuo Wen-Wei Lin Mei-Heng Yueh Shing-Tung Yau
A Variational Approach to Additive Image Decomposition into Structure, Harmonic, and Oscillatory Components.Martin Huska Sung Ha Kang Alessandro Lanza Serena Morigi
Shared Prior Learning of Energy-Based Models for Image Reconstruction.Thomas Pinetz Erich Kobler Thomas Pock Alexander Effland
Sparse Inpainting with Smoothed Particle Hydrodynamics.Viktor Daropoulos Matthias Augustin Joachim Weickert
Imaging in Random Media by Two-Point Coherent Interferometry.Liliana Borcea Josselin Garnier
A Sufficient Condition of Optimality for the Relative Pose Problem between Cameras.Mercedes Garcia-Salguero Javier González Jiménez
An Acousto-electric Inverse Source Problem.Wei Li John C. Schotland Yang Yang Yimin Zhong
An Inexact Semismooth Newton Method on Riemannian Manifolds with Application to Duality-Based Total Variation Denoising. Learnable Descent Algorithm for Nonsmooth Nonconvex Image Reconstruction.Yunmei Chen Hongcheng Liu Xiaojing Ye Qingchao Zhang
On the Convergence Rate of Projected Gradient Descent for a Back-Projection Based Objective. Robust CUR Decomposition: Theory and Imaging Applications.HanQin Cai Keaton Hamm Longxiu Huang Deanna Needell
Regularized Kaczmarz Algorithms for Tensor Recovery. Simultaneous Reconstruction of Conductivity, Boundary Shape, and Contact Impedances in Electrical Impedance Tomography.Juan P. Agnelli Ville Kolehmainen Matti Lassas Petri Ola Samuli Siltanen
Volume 14, Number 3, 2021
Regev Cohen Michael Elad Peyman Milanfar
A Doubly Graduated Method for Inference in Markov Random Field. A Stochastic Variance Reduced Primal Dual Fixed Point Method for Linearly Constrained Separable Optimization. Pseudo-monochromatic Imaging in Industrial X-Ray Computed Tomography.Hyoung Suk Park Junhwa Jung Jin Keun Seo
Generalized Intersection Algorithms with Fixed Points for Image Decomposition Learning.Robin Richter Duy Hoang Thai Stephan Huckemann
Adaptive Mesh Refinement in Deformable Image Registration: A Posteriori Error Estimates for Primal and Mixed Formulations.Nicolas A. Barnafi Gabriel N. Gatica Daniel E. Hurtado Willian Miranda Ricardo Ruiz-Baier
Learning Maximally Monotone Operators for Image Recovery.Jean-Christophe Pesquet Audrey Repetti Matthieu Terris Yves Wiaux
A Characteristic Function-Based Algorithm for Geodesic Active Contours.Jun Ma Dong Wang Xiao-Ping Wang Xiaoping Yang
Improved Recovery Guarantees and Sampling Strategies for TV Minimization in Compressive Imaging.Ben Adcock Nick C. Dexter Qinghong Xu
Nonlinear Power Method for Computing Eigenvectors of Proximal Operators and Neural Networks.Leon Bungert Ester Hait-Fraenkel Nicolas Papadakis Guy Gilboa
A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image Segmentation.Kevin Bui Fredrick Park Yifei Lou Jack Xin
Compressed Sensing Photoacoustic Tomography Reduces to Compressed Sensing for Undersampled Fourier Measurements.Giovanni S. Alberti Paolo Campodonico Matteo Santacesaria
A Direct Sampling Method for the Inversion of the Radon Transform.Yat Tin Chow Fuqun Han Jun Zou
Microlocal Analysis of Generalized Radon Transforms from Scattering Tomography.James W. Webber Eric Todd Quinto
Surface-Localized Transmission Eigenstates, Super-resolution Imaging, and Pseudo Surface Plasmon Modes.Yat Tin Chow Youjun Deng Youzi He Hongyu Liu Xianchao Wang
Modes of Homogeneous Gradient Flows. Variational Densification and Refinement of Registration Maps.Volume 14, Number 2, 2021
Wen Li Elena Resmerita Luminita A. Vese
Choose Your Path Wisely: Gradient Descent in a Bregman Distance Framework.Martin Benning Marta M. Betcke Matthias J. Ehrhardt Carola-Bibiane Schönlieb
Learning Consistent Discretizations of the Total Variation. Limited-Angle CT Reconstruction via the L1/L2 Minimization.Chao Wang Min Tao James G. Nagy Yifei Lou
A Color Elastica Model for Vector-Valued Image Regularization.Hao Liu Xue-Cheng Tai Ron Kimmel Roland Glowinski
Centering Noisy Images with Application to Cryo-EM.Ayelet Heimowitz Nir Sharon Amit Singer
A Class of Second-Order Geometric Quasilinear Hyperbolic PDEs and Their Application in Imaging.Guozhi Dong Michael Hintermueller Ye Zhang
Recovering Missing Data in Coherent Diffraction Imaging.David A. Barmherzig Alex H. Barnett Charles L. Epstein Leslie F. Greengard Jeremy F. Magland Manas Rachh
Recovery of Surfaces and Functions in High Dimensions: Sampling Theory and Links to Neural Networks. Multiscale Factorization of the Wave Equation with Application to Compressed Sensing Photoacoustic Tomography.Gerhard Zangerl Markus Haltmeier
New Restricted Isometry Property Analysis for ℓ1-ℓ2 Minimization Methods.Huanmin Ge Wengu Chen Michael K. Ng
On the Asymptotic Equivalence Between the Radon and the Hough Transforms of Digital Images.Riccardo Aramini Fabrice Delbary Mauro Carlo Beltrametti Claudio Estatico Michele Piana Anna Maria Massone
Deep Neural Networks for Inverse Problems with Pseudodifferential Operators: An Application to Limited-Angle Tomography.Tatiana A. Bubba Mathilde Galinier Matti Lassas Marco Prato Luca Ratti Samuli Siltanen
A Variational Model for Spatially Weighting in Image Fusion.Volume 14, Number 1, 2021
Serena Crisci Michele Piana Valeria Ruggiero Mara Scussolini
A Penalty Relaxation Method for Image Processing Using Euler's Elastica Model.Fang He Xiao Wang Xiaojun Chen
A Coherent Framework for Learning Spatiotemporal Piecewise-Geodesic Trajectories from Longitudinal Manifold-Valued Data.Juliette Chevallier Vianney Debavelaere Stéphanie Allassonnière
Determinantal Point Processes for Image Processing.Claire Launay Agnès Desolneux Bruno Galerne
Correlation Based Imaging for Rotating Satellites.Matan Leibovich George Papanicolaou Chrysoula Tsogka
Towards Statistically Provable Geometric 3D Human Pose Recovery.Jianqiao Wangni Dahua Lin Ji Liu Kostas Daniilidis Jianbo Shi
Fast Imaging of Sources and Scatterers in a Stratified Ocean Waveguide. Patch-Based Holographic Image Sensing.Alfred Marcel Bruckstein Martianus Frederic Ezerman Adamas Aqsa Fahreza San Ling
Color Image Restoration by Saturation-Value Total Variation Regularization on Vector Bundles. Compressive Sampling for Array Cameras.Xuefei Yan David J. Brady Weiping Zhang Changzhi Yu Yulin Jiang Jianqiang Wang Chao Huang Zian Li Zhan Ma
Strong Solutions for PDE-Based Tomography by Unsupervised Learning. On Learned Operator Correction in Inverse Problems.Sebastian Lunz Andreas Hauptmann Tanja Tarvainen Carola-Bibiane Schönlieb Simon R. Arridge
Complex-Valued Imaging with Total Variation Regularization: An Application to Full-Waveform Inversion in Visco-acoustic Media.Hossein S. Aghamiry Ali Gholami Stéphane Operto
Multi-scale Classification for Electrosensing. Group Sparse Optimization for Images Recovery Using Capped Folded Concave Functions.