IEEE Transactions on Computational Imaging

Article	Citations
Robust Deep Compressive Sensing With Recurrent-Residual Structural Constraints	136
Fast and Robust Single Particle Reconstruction in 3D Fluorescence Microscopy	83
FoveaSPAD: Exploiting Depth Priors for Adaptive and Efficient Single-Photon 3D Imaging	69
Deep, Convergent, Unrolled Half-Quadratic Splitting for Image Deconvolution	61
The Secrets of Non-Blind Poisson Deconvolution	60
Laser Protection via Jointly Learned Defocus and Image Reconstruction	58
Robust Cardiac Cine MRI Reconstruction With Spatiotemporal Diffusion Model	57
LIR-Net:Learnable Iterative Reconstruction Network for Fan Beam CT Sparse-View Reconstruction	52
Light Field Image Super-Resolution Network via Joint Spatial-Angular and Epipolar Information	52
Material Identification From Radiographs Without Energy Resolution	48
An Adaptive Photon Count Reconstruction Algorithm for Sparse Count and Strong Noise Count Data With Low Signal Background Ratio	36
Towards Data-Informed Motion Artifact Reduction in Quantitative CT Using Piecewise Linear Interpolation	35
Photon Limited Non-Blind Deblurring Using Algorithm Unrolling	34
MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging	32
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography	30
Ptychography Using Blind Multi-Mode PMACE	30
Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction	30
Single-Pass Object-Adaptive Data Undersampling and Reconstruction for MRI	29
HoloFormer: Contrastive Regularization Based Transformer for Holographic Image Reconstruction	29
Online Beam Current Estimation in Particle Beam Microscopy	28
SparseAlign: A Grid-Free Algorithm for Automatic Marker Localization and Deformation Estimation in Cryo-Electron Tomography	28
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: A Matrix-Completion Framework	27
Real-Time Reconstruction of 3D Videos From Single-Photon LiDaR Data in the Presence of Obscurants	27
PAN-Guided Band-Aware Multi-Spectral Feature Enhancement for Pan-Sharpening	26
Deep Learned Non-Linear Propagation Model Regularizer for Compressive Spectral Imaging	26

A Hybrid Polarization Image Demosaicking Algorithm Based on Inter-Channel Correlation	25
Towards Single-Lens Controllable Depth-of-Field Imaging via Depth-Aware Point Spread Functions	24
Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization	24
Learned Discrepancy Reconstruction and Benchmark Dataset for Magnetic Particle Imaging	24
Low-Light Image Enhancement via Implicit Priors Regularized Illumination Optimization	24
Iterative Approach to Reconstructing Neural Disparity Fields From Light-Field Data	23
Inverse Multislice Ptychography by Layer-Wise Optimisation and Sparse Matrix Decomposition	23
SRInpaintor: When Super-Resolution Meets Transformer for Image Inpainting	23
Compressive Spectral X-Ray CT Reconstruction via Deep Learning	21
Multi-Frequency Neural Born Iterative Method for Solving 2-D Inverse Scattering Problems	21
High Resolution LED-Based Snapshot Compressive Spectral Video Imaging With Deep Neural Networks	20
Dual-Stream Adaptive Convergent Low-Light Image Enhancement Network Based on Frequency Perception	20
Deep Motion Regularizer for Video Snapshot Compressive Imaging	20
Multispectral and Hyperspectral Image Fusion With Spectrally Varying Blurs and MM Algorithm	20
dO: A Differentiable Engine for Deep Lens Design of Computational Imaging Systems	20
Compressive Synthetic Aperture Radar Imaging and Autofocusing by Augmented Lagrangian Methods	20
Estimation-Denoising Integration Network Architecture With Updated Parameter for MRI Reconstruction	19
Region-of-Interest Prioritised Sampling for Constrained Autonomous Exploration Systems	19
Simultaneous Multifrequency Demodulation for Single-Shot Multiple-Path ToF Imaging	19
Provable Probabilistic Imaging Using Score-Based Generative Priors	18
Batch-FPM: Random Batch-Update Multi-Parameter Physical Fourier Ptychography Neural Network	18
Clip-Driven Universal Model for Multi-Material Decomposition in Dual-Energy CT	18
Kernel Regression Imputation in Manifolds Via Bi-Linear Modeling: The Dynamic-MRI Case	17
Snapshot Compressive Imaging Using Domain-Factorized Deep Video Prior	17
EgeFusion: Towards Edge Gradient Enhancement in Infrared and Visible Image Fusion With Multi-Scale Transform	17
Light Field Reflection and Background Separation Network Based on Adaptive Focus Selection	17
AIVUS: Guidewire Artifacts Inpainting for Intravascular Ultrasound Imaging With United Spatiotemporal Aggregation Learning	17
Full-Wave Simulations of Tomographic Optical Imaging Through Augmented Partial Factorization	16
Nest-DGIL: Nesterov-Optimized Deep Geometric Incremental Learning for CS Image Reconstruction	16
Introducing Nonuniform Sparse Proximal Averaging Network for Seismic Reflectivity Inversion	16
Robust Correspondence Imaging Against Random Disturbances With Single-Pixel Detection	16
Distributed Stochastic Optimization of a Neural Representation Network for Time-Space Tomography Reconstruction	16
Deep Learning for TOF Extraction in Bone Ultrasound Tomography	16
Spatial-Angular Versatile Convolution for Light Field Reconstruction	15
DROLL: Dual-Domain Reconstruction Network With a High-Fidelity Domain-Transform Operator Based on Learned Low-Rank Prior for Sparse-View CT Reconstruction	15
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part II: A Filtering-Based Framework	15
Physics-Based Deep Learning for Imaging Neuronal Activity via Two-Photon and Light Field Microscopy	15
Enhanced Single Pixel Imaging by Using Adaptive Jointly Optimized Conditional Diffusion	15
List of Reviewers	15
Distilling Knowledge for Designing Computational Imaging Systems	15
An Inverse-Problem Approach to the Estimation of Despeckled and Deconvolved Images From Radio-Frequency Signals in Pulse-Echo Ultrasound	15
High-Generalized Unfolding Model With Coupled Spatial-Spectral Transformer for Hyperspectral Image Reconstruction	14
Extended Polar Format Algorithm for Non-Planar Target Imaging With DSM	14
Sparse-View Cone Beam CT Reconstruction Using Data-Consistent Supervised and Adversarial Learning From Scarce Training Data	14
ADMMNet-Based Deep Unrolling Method for Ghost Imaging	13
Neuromorphic Imaging With Density-Based Spatiotemporal Denoising	13
Laser Ultrasonic Imaging Via the Time Domain Linear Sampling Method	13
Truncated Residual Based Plug-and-Play ADMM Algorithm for MRI Reconstruction	12
Closed-Form Approximation of the Total Variation Proximal Operator	12
Interferometric Lensless Imaging: Rank-One Projections of Image Frequencies With Speckle Illuminations	12

Deep Network Cascade for Dynamic Cardiac MRI Reconstruction With Motion Feature Incorporation and the Fourier Neural Attention	12
NAS Powered Deep Image Prior for Electrical Impedance Tomography	11
Statistical Stability of Correlation Based Imaging Algorithms	11
Enhanced Light Field Reconstruction by Combining Disparity and Texture Information in PSVs via Disparity-Guided Fusion	11
Vignetting Correction Through Color-Intensity Map Entropy Optimization	10
RIRO: From Retinex-Inspired Reconstruction Optimization Model to Deep Low-Light Image Enhancement Unfolding Network	10
MAFDE-Net: Multipath Attention-Fusion-Based Dual-Encoder Network for Undersampled MRI Segmentation	10
Quantitative Phase and Absorption Contrast Imaging	10
Hierarchical Edge Refinement Network for Guided Depth Map Super-Resolution	10
Cytopathology Image Super-Resolution of Portable Microscope Based on Convolutional Window-Integration Transformer	10
Side Information-Assisted Low-Dose CT Reconstruction	10
Generalized Ray Tracing With Basis Functions for Tomographic Projections	10
High-Accuracy Image Formation Model for Coded Aperture Snapshot Spectral Imaging	9
Compact Representation of Light Field Data for Refocusing and Focal Stack Reconstruction Using Depth Adaptive Multi-CNN	9
Modeling Real-World MPI System Matrices From Sparse Observations	9
Fast Adaptive Plug-and-Play ADMM Framework for Short-Range 3-D SAR Imaging	9
High Resolution Diffuse Optical Tomography via Neural Fields	9
Uncertainty Quantification for Deep Unrolling-Based Computational Imaging	9
Spatially Varying Exposure With 2-by-2 Multiplexing: Optimality and Universality	9
A Analytical Kernel-Based Stacked Pupil Shift Matrix Decomposition Method for Partially Coherent Imaging	9
PAH2T-Former: Paired-Attention Hybrid Hierarchical Transformer for Synergistically Enhanced FMT Reconstruction Quality and Efficiency	9
Learning Multiscale Convolutional Dictionaries for Image Reconstruction	9
Injected Infrared and Visible Image Fusion via $L_{1}$ Decomposition Model and Guided Filtering	9
Learning to Describe Scenes via Privacy-Aware Designed Optical Lens	9
A Computationally Light MUSIC Based Algorithm for Automotive RADARs	9
Learning Task-Specific Strategies for Accelerated MRI	9
Interpretable Deep Attention Prior for Image Restoration and Enhancement	9
Single-Image HDR Reconstruction Assisted Ghost Suppression and Detail Preservation Network for Multi-Exposure HDR Imaging	9
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction	9
Multi-Layered Surface Estimation for Low-Cost Optical Coherence Tomography	9
Non-Sparse SAR Imaging From Quadrature Compressive Measurements Based on Magnitude-Phase Separation	8
High Spatio-Temporal Imaging Reconstruction for Hybrid Spike-RGB Cameras	8
Zero-Shot Image Denoising for High-Resolution Electron Microscopy	8
IEEE Signal Processing Society Information	8
Wavenumber Domain 2-D Separable Data Reformatting Algorithm for High Squint Spotlight SAR	8
GAPMSF-Net: Generalized Alternating Projection With Multi-Stage Fusion Network for Snapshot Compressive Imaging	8
Single-View Fluorescence Molecular Tomography Based on Hyperspectral NIR-II Imaging	8
The Potential of Phase Constraints for Non-Fourier Radiofrequency-Encoded MRI	8
Sound Speed Estimation for Distributed Aberration Correction in Laterally Varying Media	8
Stability of Image-Reconstruction Algorithms	8
Single-Frame MIMO Radar Velocity Vector Estimation via Multi-Bounce Scattering	8
Super-Resolution Hyperspectral Reconstruction With Majorization-Minimization Algorithm and Low-Rank Approximation	8
Nonlocal Tensor Decomposition With Joint Low Rankness and Smoothness for Spectral CT Image Reconstruction	7
3D Location and Trajectory Reconstruction of a Moving Object Behind Scattering Media	7
DER-GAN: Dual-Energy Recovery GAN for Conebeam CT	7
Using Randomized Nyström Preconditioners to Accelerate Variational Image Reconstruction	7
Adapting the Learning Models of Single Image Super-Resolution Into Light-Field Imaging	7
3D Imaging Method Based on Digital Coding Metasurface With Unknown Mutual Coupling	7
Dual-Feature Frequency Component Compression Method for Accelerating Reconstruction in Magnetic Particle Imaging	7
Guided Nonlocal Patch Regularization and Efficient Filtering-Based Inversion for Multiband Fusion	7
Towards Robustness and Efficiency of Coherence-Guided Complex Convolutional Sparse Coding for Interferometric Phase Restoration	7
Multi-Interactive Enhanced for Defocus Blur Estimation	7
Dynamic Scene Reconstruction for Color Spike Camera via Zero-Shot Learning	7
A Unifying Approach to Inverse Problems of Ultrasound Beamforming and Deconvolution	7
Unsupervised Low-Dose CT Reconstruction With One-Way Conditional Normalizing Flows	7
MISD: Model-Informed Stable Diffusion Model for Limited Noisy Data CT Reconstruction	7
XCloud-VIP: Virtual Peak Enables Highly Accelerated NMR Spectroscopy and Faithful Quantitative Measures	7
Non-Confocal 3D Reconstruction in Volumetric Scattering Scenario	7
Inferring Objects From Lensless Imaging Measurements	7
A Deep Unfolding Method for Satellite Super Resolution	6
OpEnCam: Lensless Optical Encryption Camera	6
Light Field-Based Underwater 3D Reconstruction via Angular Re-Sampling	6
Noise-Disentangled Single-Pixel Imaging Under Photon-Limited Conditions	6
Sub-Pixel Dispersion Model for Coded Aperture Snapshot Spectral Imaging	6
Depth Estimation From a Single Optical Encoded Image Using a Learned Colored-Coded Aperture	6
Quick Unsupervised Hyperspectral Dimensionality Reduction for Earth Observation: A Comparison	6
A Single-Pixel Imaging Based Stereo Deflectometry for 3D Reconstruction of Free-Form Transparent Objects With Parasitic Reflections	6
HEDU-Net: Improving Spectral Snapshot Compressive Imaging with Explicable Degradation Compensation	6
Adaptive and Progressive Multispectral Image Demosaicking	6
CLAMP: Majorized Plug-and-Play for Coherent 3D Lidar Imaging	6
TOP-CT: Trajectory With Overlapping Projections X-Ray Computed Tomography	6
Exposure-Referred Signal-to-Noise Ratio for Digital Image Sensors	6
Extended Depth-of-Field Lensless Imaging Using an Optimized Radial Mask	6
Deep Regularized Compound Gaussian Network for Solving Linear Inverse Problems	6
Local-Global Dynamic Filtering Network for Video Super-Resolution	6
Arbitrary-Scale Image Super-Resolution via Degradation Perception	6
Parallel Block Compressive LiDAR Imaging	6
SLBL-PU: Shadow-Based Layer-By-Layer Phase Unwrapping for Efficient 3D Measurement	6
Craniofacial Volumetric Image Estimation From a Lateral Cephalogram Using Cross-Dimensional Discrete Embedding Mapping	6
Spectral Memory-Enhanced Network With Local Non-Local and Low-Rank Priors for Hyperspectral Image Compressive Imaging	6

Memory-Efficient Model-Based Deep Learning With Convergence and Robustness Guarantees	6
Differentiable Uncalibrated Imaging	6
Computational Imaging for Machine Perception: Transferring Semantic Segmentation Beyond Aberrations	6
Multistatic Uniform Diffraction Tomography Derived Structural-Prior in Bayesian Inversion Framework for Microwave Tomography	5
Photon-Efficient Non-Line-of-Sight Imaging	5
PRNet: Pyramid Restoration Network for RAW Image Super-Resolution	5
Prior Image Constrained Total Variation-Stokes for Cerebral Perfusion CT Imaging	5
Channel-Spatial Attention Guided CycleGAN for CBCT-Based Synthetic CT Generation to Enable Adaptive Radiotherapy	5
From Patch to Pixel: A Transformer-Based Hierarchical Framework for Compressive Image Sensing	5
Time-Resolved Reconstruction of Motion, Force, and Stiffness Using Spectro-Dynamic MRI	5
Fast Task-Based Adaptive Sampling for 3D Single-Photon Multispectral Lidar Data	5
Decoupling Image Deblurring Into Twofold: A Hierarchical Model for Defocus Deblurring	5
Fourier Analysis of Interference Scanning Optical Probe Microscopy	5
Hybrid Spatial and Frequency Network for Light Field Image Restoration	5
DD-DCSR: Image Denoising for Low-Dose CT via Dual-Dictionary Deep Convolutional Sparse Representation	5
Spatial Information Regularized Tensor Decomposition Framework for Super-Resolution Reconstruction of Medical MRI and Radiographs	5
DAMMER: Direct Adaptive Multi-Resolution MEsh Reconstruction From X-Ray Measurements	5
Wavenumber Spectrum Reconstruction Method for Microwave Computational Imaging With Re-Programmable Metasurface	5
Light Field Reconstruction Using Efficient Pseudo 4D Epipolar-Aware Structure	5
Constrained Predictive Filters for Single Image Bokeh Rendering	5
Fast Non-Line-of-Sight Imaging With Hybrid Super-Resolution Network Over 18 m	5
Application of Kirchhoff Migration Principle for Hardware-Efficient Near-Field Radar Imaging	5
Deep Unfolding of the DBFB Algorithm With Application to ROI CT Imaging With Limited Angular Density	5
Double-Branched and Multi-Magnetic Directions Feature Fusion Network (DB&MDF2-Net) for the Accurate Reconstruction of Magnetic Particle Imaging	4
Maximum Likelihood Based Phase-Retrieval Using Fresnel Propagation Forward Models With Optional Constraints	4
A Multi-Stage Progressive Network for Hyperspectral Image Demosaicing and Denoising	4
Unsupervised Coordinate-Based Neural Network for Electrical Impedance Tomography	4
Sign-Coded Exposure Sensing for Noise-Robust High-Speed Imaging	4
Improving Spectral CT Image Quality Based on Channel Correlation and Self-Supervised Learning	4
Learning-Based Approaches for Reconstructions With Inexact Operators in nanoCT Applications	4
Wasserstein Patch Prior for Image Superresolution	4
TIF-Net: Self-Supervised Net Via Tuy's Inversion Formula for Limited Angle Reconstruction	4
Implicit Neural Networks With Fourier-Feature Inputs for Free-Breathing Cardiac MRI Reconstruction	4
Fast Hyperspectral Neutron Tomography	4
Limitations of Data-Driven Spectral Reconstruction: An Optics-Aware Analysis	4
COCOA: Combining Color Constancy Algorithms for Images and Videos	4
Fast and Robust Phase Retrieval via Deep Expectation-Consistent Approximation	4
Recurrent Cross-Modality Fusion for Time-of-Flight Depth Denoising	4
List of Reviewers	4
Score-Based Generative Model With Conditional Null-Space Learning for Limited-Angle Tomographic Reconstruction in Medical Imaging	4
Accelerated SPIRiT Parallel MR Image Reconstruction Based on Joint Sparsity and Sparsifying Transform Learning	4
Fast ISAR Imaging Algorithm for Azimuth Gapped Data Based on Structured Toeplitz Matrix	4
High-Speed Time-Domain Diffuse Optical Tomography With a Sensitivity Equation-Based Neural Network	4
Photon-Counting CT Reconstruction With a Learned Forward Operator	4
Spectral Analysis With a Piecewise Separation Occlusion Model for Image-Based Rendering	4
Annealed Score-Based Diffusion Model for MR Motion Artifact Reduction	4
Boosting Light Field Spatial Super-Resolution via Masked Light Field Modeling	4
Shift-Invariant-Subspace Discretization and Volume Reconstruction for Light Field Microscopy	4
Image Denoising for Low-Dose CT via Convolutional Dictionary Learning and Neural Network	4
Lightweight Deep Learning Architecture for MPI Correction and Transient Reconstruction	4
Fixed-Point Convergence of Multi-Block PnP ADMM and Its Application to Hyperspectral Image Restoration	4
Depth Estimation and Image Restoration by Deep Learning From Defocused Images	4
Towards Multi-Source Illumination Color Constancy Through Physics-Based Rendering and Spectral Power Distribution Embedding	4
Physics-Guided Loss Functions Improve Deep Learning Performance in Inverse Scattering	4
HDD-Net: Haar Dual Domain Network for Ring Artifacts Correction	3
An Efficient Algorithm for Spatial-Spectral Partial Volume Compartment Mapping With Applications to Multicomponent Diffusion and Relaxation MRI	3
A Helical Reconstruction Network for Multi-Source Static CT	3
Resolution Enhancement of Under-Sampled Photoacoustic Microscopy Images Using Neural Representation	3
Reduced-Space Relevance Vector Machine for Adaptive Electrical Capacitance Volume Tomography	3
Spatial-Frequency Multi-Scale Transformer for Deblurring and Shape-Preserving Reconstruction in Magnetic Particle Imaging	3
Compressive Radio-Interferometric Sensing With Random Beamforming as Rank-One Signal Covariance Projections	3
INF3: Implicit Neural Feature Fusion Function for Multispectral and Hyperspectral Image Fusion	3
Deep Unfolding Network for Spatiospectral Image Super-Resolution	3
Full Matrix Wavefield Migration for Layered Photoacoustic Imaging	3
MVMS-RCN: A Dual-Domain Unified CT Reconstruction With Multi-Sparse-View and Multi-Scale Refinement-Correction	3
Structured Illumination Microscopy With Uncertainty-Guided Deep Learning	3
IEEE Signal Processing Society Information	3
FgC2F-UDiff: Frequency-Guided and Coarse-to-Fine Unified Diffusion Model for Multi-Modality Missing MRI Synthesis	3
Real-Time Dense Field Phase-to-Space Simulation of Imaging Through Atmospheric Turbulence	3
High-Fidelity MRI Reconstruction Using Adaptive Spatial Attention Selection and Deep Data Consistency Prior	3
Robust Frequency Domain Full-Waveform Inversion via HV-Geometry	3
Domain Expansion via Network Adaptation for Solving Inverse Problems	3
PINQI: An End-to-End Physics-Informed Approach to Learned Quantitative MRI Reconstruction	3
Fast Low Rank Column-Wise Compressive Sensing for Accelerated Dynamic MRI	3
Single-Pixel Compressive Terahertz 3D Imaging	3
3D Helical CT Reconstruction With a Memory Efficient Learned Primal-Dual Architecture	3
Graph Attention-Driven Bayesian Deep Unrolling for Dual-Peak Single-Photon Lidar Imaging	3
Successive Optimization of Optics and Post-Processing With Differentiable Coherent PSF Operator and Field Information	3
Model-Based Reconstruction for Multi-Frequency Collimated Beam Ultrasound Systems	3
Learn Stable MRI Under-Sampling Pattern With Decoupled Sampling Preference	3
EVA$^{2}$: Event-Assisted Video Frame Interpolation via Cross-Modal Alignment and Aggregation	3
CMEFusion: Cross-Modal Enhancement and Fusion of FIR and Visible Images	3
PGIUN: Physics-Guided Implicit Unrolling Network for Accelerated MRI	3
G2L-Stereo: Global to Local Two-Stage Real-Time Stereo Matching Network	3