Restoration Guarantee of Image Inpainting via Low Rank Patch Matrix Completion

2024-9-12

Inclusion and Estimates for the Jumps of Minimizers in Variational Denoising

2024-9-6

Removing the Mask—Reconstructing a Real-Valued Field on the Sphere from a Masked Field by Spherical Fourier Analysis

2024-9-5

TILT: Topological Interface Recovery in Limited-Angle Tomography

2024-8-19

An Inexact Majorized Proximal Alternating Direction Method of Multipliers for Diffusion Tensors

2024-8-19

Proximal Langevin Sampling with Inexact Proximal Mapping

2024-7-30

Three-Stage Approach for 2D/3D Diffeomorphic Multimodality Image Registration with Textural Control

2024-7-26

Discrete Morphological Neural Networks

2024-7-25

Localization of Point Scatterers via Sparse Optimization on Measures

2024-7-23

Tight-Frame-Like Analysis-Sparse Recovery Using Nontight Sensing Matrices

2024-7-17

PhaseNet: A Deep Learning Based Phase Reconstruction Method for Ground-Based Astronomy

2024-7-15

Dynamic Image Reconstruction with Motion Priors in Application to Three Dimensional Magnetic Particle Imaging

2024-7-15

Imaging of Atmospheric Dispersion Processes with Differential Absorption Lidar

2024-7-12

Fast Certifiable Algorithm for the Absolute Pose Estimation of a Camera

2024-7-11

A Wasserstein-Type Distance for Gaussian Mixtures on Vector Bundles with Applications to Shape Analysis

2024-7-11

Imaging a Moving Point Source from Multifrequency Data Measured at One and Sparse Observation Points (Part II): Near-Field Case in 3D

2024-7-3

IML FISTA: A Multilevel Framework for Inexact and Inertial Forward-Backward. Application to Image Restoration

2024-7-1

Training Adaptive Reconstruction Networks for Blind Inverse Problems

2024-6-21

Riesz Feature Representation: Scale Equivariant Scattering Network for Classification Tasks

2024-6-20

Non-Lipschitz Variational Models and their Iteratively Reweighted Least Squares Algorithms for Image Denoising on Surfaces

2024-6-20

Marginal Likelihood Estimation in Semiblind Image Deconvolution: A Stochastic Approximation Approach

2024-6-19

Stable Local-Smooth Principal Component Pursuit

2024-6-17

Extrapolated Plug-and-Play Three-Operator Splitting Methods for Nonconvex Optimization with Applications to Image Restoration

2024-6-13

Stochastic Variance Reduced Gradient for Affine Rank Minimization Problem

2024-6-4

Accelerated Bayesian Imaging by Relaxed Proximal-Point Langevin Sampling

2024-6-3

Total Generalized Variation on a Tree

2024-5-30

Assembling a Learnable Mumford–Shah Type Model with Multigrid Technique for Image Segmentation

2024-5-22

Imaging with Thermal Noise Induced Currents

2024-5-21

Weighted Spectral Filters for Kernel Interpolation on Spheres: Estimates of Prediction Accuracy for Noisy Data

2024-5-20

Generalized Nonconvex Hyperspectral Anomaly Detection via Background Representation Learning with Dictionary Constraint

2024-4-12

Exploring Structural Sparsity of Coil Images from 3-Dimensional Directional Tight Framelets for SENSE Reconstruction

2024-4-11

Sliding at First-Order: Higher-Order Momentum Distributions for Discontinuous Image Registration

2024-4-8

NF-ULA: Normalizing Flow-Based Unadjusted Langevin Algorithm for Imaging Inverse Problems

2024-4-8

Provably Convergent Plug-and-Play Quasi-Newton Methods

2024-4-2

A Scale-Invariant Relaxation in Low-Rank Tensor Recovery with an Application to Tensor Completion

2024-3-29

Bijective Density-Equalizing Quasiconformal Map for Multiply Connected Open Surfaces

2024-3-28

A Boundary Integral Equation Method for the Complete Electrode Model in Electrical Impedance Tomography with Tests on Experimental Data

2024-3-20

Polarimetric Fourier Phase Retrieval

2024-3-11

PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based Neural Networks

2024-3-7

Numerical Implementation of Generalized V-Line Transforms on 2D Vector Fields and their Inversions

2024-3-7

A Deep Learning Framework for Diffeomorphic Mapping Problems via Quasi-conformal Geometry Applied to Imaging

2024-3-5

Fractional Fourier Transforms Meet Riesz Potentials and Image Processing

2024-2-27

Learnable Nonlocal Self-Similarity of Deep Features for Image Denoising

2024-2-23

Analysis of View Aliasing for the Generalized Radon Transform in \({\mathbb R}^{\textbf{2}}\)

2024-2-23

The Cortical V1 Transform as a Heterogeneous Poisson Problem

2024-2-21

The \(\boldsymbol{{p}_0}\)-Laplace “Signature” for Quasilinear Inverse Problems

2024-2-15

Reduced Order Modeling Inversion of Monostatic Data in a Multi-scattering Environment

2024-2-8

Posterior-Variance–Based Error Quantification for Inverse Problems in Imaging

2024-2-7

A Majorization-Minimization Algorithm for Neuroimage Registration

2024-2-5

Image Segmentation Using Bayesian Inference for Convex Variant Mumford–Shah Variational Model

2024-1-30