IEEE Transactions on Computational Imaging

Article	Citations
FoveaSPAD: Exploiting Depth Priors for Adaptive and Efficient Single-Photon 3D Imaging	165
Material Identification From Radiographs Without Energy Resolution	93
Fast and Robust Single Particle Reconstruction in 3D Fluorescence Microscopy	79
Ptychography Using Blind Multi-Mode PMACE	73
Low-Rank Decomposition and Polarization-Driven Transmittance Synergy for Underwater Descattering With Cross-Domain Generalization	70
Convergent Primal-Dual Plug-and-Play Image Restoration: A General Algorithm and Applications	53
An Adaptive Photon Count Reconstruction Algorithm for Sparse Count and Strong Noise Count Data With Low Signal Background Ratio	52
Laser Protection via Jointly Learned Defocus and Image Reconstruction	46
HoloMamba: Physics-Aligned State-Space Network for High-Fidelity Single-Shot Holographic Reconstruction	45
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography	43
Deep, Convergent, Unrolled Half-Quadratic Splitting for Image Deconvolution	38
MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging	35
Robust Cardiac Cine MRI Reconstruction With Spatiotemporal Diffusion Model	35
LIR-Net:Learnable Iterative Reconstruction Network for Fan Beam CT Sparse-View Reconstruction	34
Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction	34
Representation-Aligned Atmospheric Light Decoupling for Stable Single-Image Dehazing	34
The Secrets of Non-Blind Poisson Deconvolution	33
Light Field Image Super-Resolution Network via Joint Spatial-Angular and Epipolar Information	32
VDIP-TGV: Blind Image Deconvolution via Variational Deep Image Prior Empowered by Total Generalized Variation	31
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: A Matrix-Completion Framework	30
Multi-view Large Kernel Attention Network for Multi-contrast MRI Volumetric Super-resolution	30
Low-Light Image Enhancement via Implicit Priors Regularized Illumination Optimization	28
VTVC: Vignetting Correction Based on Variant Transformer and Spatial Self Attention	27
Learned Discrepancy Reconstruction and Benchmark Dataset for Magnetic Particle Imaging	26
Deep Learned Non-Linear Propagation Model Regularizer for Compressive Spectral Imaging	25

PAN-Guided Band-Aware Multi-Spectral Feature Enhancement for Pan-Sharpening	24
Learning Degradation-Aware Diffusion Prior for Hyperspectral Reconstruction From RGB Image	24
Real-Time Reconstruction of 3D Videos From Single-Photon LiDaR Data in the Presence of Obscurants	24
HoloFormer: Contrastive Regularization Based Transformer for Holographic Image Reconstruction	23
A Hybrid Polarization Image Demosaicking Algorithm Based on Inter-Channel Correlation	23
Towards Single-Lens Controllable Depth-of-Field Imaging via Depth-Aware Point Spread Functions	21
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging	21
Multispectral and Hyperspectral Image Fusion With Spectrally Varying Blurs and MM Algorithm	21
DPD-DEMD: Denoising Prior Guided Weakly Supervised Image Domain Dual-Energy Material Decomposition	21
Dual-Stream Adaptive Convergent Low-Light Image Enhancement Network Based on Frequency Perception	20
Multi-Frequency Neural Born Iterative Method for Solving 2-D Inverse Scattering Problems	20
Deep Lightweight Unrolled Network for High Dynamic Range Modulo Imaging	20
Hyperspectral Unmixing Under Endmember Variability: A Variational Inference Framework	20
Constrained Conditional Denoising Diffusion for Hyperspectral-Multispectral Fusion	19
Iterative Approach to Reconstructing Neural Disparity Fields From Light-Field Data	19
High-Resolution Vortex Electromagnetic Wave Radar Sparse Imaging Using Efficient 2D-SLIM	19
Estimation-Denoising Integration Network Architecture With Updated Parameter for MRI Reconstruction	18
Scan-Adaptive MRI Undersampling Using Neighbor-Based Optimization (SUNO)	18
Multilevel Plug-and-Play Image Restoration	18
Simultaneous Multifrequency Demodulation for Single-Shot Multiple-Path ToF Imaging	17
Clip-Driven Universal Model for Multi-Material Decomposition in Dual-Energy CT	17
High Resolution LED-Based Snapshot Compressive Spectral Video Imaging With Deep Neural Networks	16
EgeFusion: Towards Edge Gradient Enhancement in Infrared and Visible Image Fusion With Multi-Scale Transform	16
Deep Motion Regularizer for Video Snapshot Compressive Imaging	16
DANG: Data Augmentation Based on NIR-II Guided Diffusion Model for Fluorescence Molecular Tomography	15
Batch-FPM: Random Batch-Update Multi-Parameter Physical Fourier Ptychography Neural Network	15
Provable Probabilistic Imaging Using Score-Based Generative Priors	15
Robust Compressive Sensing Imaging for Quantization Bit Erasure	15
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part II: A Filtering-Based Framework	14
Nest-DGIL: Nesterov-Optimized Deep Geometric Incremental Learning for CS Image Reconstruction	14
Distributed Stochastic Optimization of a Neural Representation Network for Time-Space Tomography Reconstruction	14
Full-Wave Simulations of Tomographic Optical Imaging Through Augmented Partial Factorization	14
An Inverse-Problem Approach to the Estimation of Despeckled and Deconvolved Images From Radio-Frequency Signals in Pulse-Echo Ultrasound	14
Robust Correspondence Imaging Against Random Disturbances With Single-Pixel Detection	14
Light Field Reflection and Background Separation Network Based on Adaptive Focus Selection	14
Snapshot Compressive Imaging Using Domain-Factorized Deep Video Prior	14
Distilling Knowledge for Designing Computational Imaging Systems	14
Iterative Diffusion-Refined Neural Attenuation Fields for Multi-Source Stationary CT Reconstruction: NAF Meets Diffusion Model	13
Data-Driven Multi-keV Virtual Monoenergetic Images Generation From Single-Energy CT Guided by Image-Domain Material Decomposition	13
Enhanced Single Pixel Imaging by Using Adaptive Jointly Optimized Conditional Diffusion	13
DROLL: Dual-Domain Reconstruction Network With a High-Fidelity Domain-Transform Operator Based on Learned Low-Rank Prior for Sparse-View CT Reconstruction	13
List of Reviewers	12
GR-Gaussian: Graph-Based Radiative Gaussian Splatting for Sparse-View Tomographic Reconstruction	12
Physics-Based Deep Learning for Imaging Neuronal Activity via Two-Photon and Light Field Microscopy	12
Extended Polar Format Algorithm for Non-Planar Target Imaging With DSM	12
Introducing Nonuniform Sparse Proximal Averaging Network for Seismic Reflectivity Inversion	12
Physics-Consistent Imaging Inverse Problem Solving Framework for Heterogeneous Systems via Latent Space Optimization	11
Feature Decoupling Through Random Sampling for High-Fidelity Flow Matching-Based Artifact Removal	11
Neuromorphic Imaging With Density-Based Spatiotemporal Denoising	11
Deep Learning-Based Inpainting for Sparse Arrays in Ultrafast Ultrasound Imaging	11

Interferometric Lensless Imaging: Rank-One Projections of Image Frequencies With Speckle Illuminations	11
Deep Network Cascade for Dynamic Cardiac MRI Reconstruction With Motion Feature Incorporation and the Fourier Neural Attention	11
Laser Ultrasonic Imaging Via the Time Domain Linear Sampling Method	11
Closed-Form Approximation of the Total Variation Proximal Operator	11
Nonasymptotic Convergence Rates for Plug-and-Play Methods With MMSE Denoisers	10
Enhanced Light Field Reconstruction by Combining Disparity and Texture Information in PSVs via Disparity-Guided Fusion	10
Cytopathology Image Super-Resolution of Portable Microscope Based on Convolutional Window-Integration Transformer	10
High-Generalized Unfolding Model With Coupled Spatial-Spectral Transformer for Hyperspectral Image Reconstruction	10
Statistical Stability of Correlation Based Imaging Algorithms	10
Generalized Ray Tracing With Basis Functions for Tomographic Projections	10
Sparse-View Cone Beam CT Reconstruction Using Data-Consistent Supervised and Adversarial Learning From Scarce Training Data	10
Efficient 3-D Near-Field SAR Microwave Imaging Based on Sampling Adaptive Matrix Completion Network	10
MAFDE-Net: Multipath Attention-Fusion-Based Dual-Encoder Network for Undersampled MRI Segmentation	10
ADMMNet-Based Deep Unrolling Method for Ghost Imaging	10
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction	9
A Analytical Kernel-Based Stacked Pupil Shift Matrix Decomposition Method for Partially Coherent Imaging	9
Compact Representation of Light Field Data for Refocusing and Focal Stack Reconstruction Using Depth Adaptive Multi-CNN	9
Fast Adaptive Plug-and-Play ADMM Framework for Short-Range 3-D SAR Imaging	9
Vignetting Correction Through Color-Intensity Map Entropy Optimization	9
RIRO: From Retinex-Inspired Reconstruction Optimization Model to Deep Low-Light Image Enhancement Unfolding Network	9
Side Information-Assisted Low-Dose CT Reconstruction	9
Learning to Describe Scenes via Privacy-Aware Designed Optical Lens	9
Interpretable Deep Attention Prior for Image Restoration and Enhancement	9
NAS Powered Deep Image Prior for Electrical Impedance Tomography	9
Hierarchical Edge Refinement Network for Guided Depth Map Super-Resolution	9
Multi-Layered Surface Estimation for Low-Cost Optical Coherence Tomography	9
Learning Generalized Mapping Functions via Deep-Unrolling for PET Image Reconstruction	9
Learning Task-Specific Strategies for Accelerated MRI	8
Spatially Varying Exposure With 2-by-2 Multiplexing: Optimality and Universality	8
Multivariate Fields of Experts for Convergent Image Reconstruction	8
Deep Learning Approach for Microwave Imaging Based on Deep Convolutional Asymmetric Encoder-Decoder Structure and Physics-Induced Loss	8
A Convergent Generalized Krylov Subspace Method for Compressed Sensing MRI Reconstruction With Gradient-Driven Denoisers	8
Left2Right: Self-Supervised Training Framework for Low-Dose Computed Tomography Imaging	8
High Resolution Diffuse Optical Tomography via Neural Fields	8
Modeling Real-World MPI System Matrices From Sparse Observations	8
A Computationally Light MUSIC Based Algorithm for Automotive RADARs	8
End-to-End Spectrally Driven Colorimetric Calibration Framework for Color Imaging Systems	8
PAH2T-Former: Paired-Attention Hybrid Hierarchical Transformer for Synergistically Enhanced FMT Reconstruction Quality and Efficiency	8
High Spatio-Temporal Imaging Reconstruction for Hybrid Spike-RGB Cameras	7
Non-Sparse SAR Imaging From Quadrature Compressive Measurements Based on Magnitude-Phase Separation	7
Structure From Noise: Confirmation Bias in Particle Picking in Structural Biology	7
Zero-Shot Image Denoising for High-Resolution Electron Microscopy	7
IEEE Signal Processing Society Information	7
Sound Speed Estimation for Distributed Aberration Correction in Laterally Varying Media	7
Joint Translational Motion Compensation of ISAR Imaging for Uniformly Accelerated Motion Targets Based on MPD-TSLS Under Low SNR	7
Wavenumber Domain 2-D Separable Data Reformatting Algorithm for High Squint Spotlight SAR	7
Single-Image HDR Reconstruction Assisted Ghost Suppression and Detail Preservation Network for Multi-Exposure HDR Imaging	7
Super-Resolution SAR-GMTI via Atomic Norm Minimization	7
Physics-Based Self-Supervised Learning of a Deep Network for Single-Shot In-Line Hologram Reconstruction	7
Dynamic Scene Reconstruction for Color Spike Camera via Zero-Shot Learning	7
Multi Person Localization and Breathing Rate Estimation Using Translational and Rotational Synthetic Aperture Radar	7
GAPMSF-Net: Generalized Alternating Projection With Multi-Stage Fusion Network for Snapshot Compressive Imaging	7
Stability of Image-Reconstruction Algorithms	7
Structured Random Models for Phase Retrieval With Optical Diffusers	7
The Potential of Phase Constraints for Non-Fourier Radiofrequency-Encoded MRI	7
Single-Frame MIMO Radar Velocity Vector Estimation via Multi-Bounce Scattering	7
OpEnCam: Lensless Optical Encryption Camera	6
XCloud-VIP: Virtual Peak Enables Highly Accelerated NMR Spectroscopy and Faithful Quantitative Measures	6
Unsupervised Low-Dose CT Reconstruction With One-Way Conditional Normalizing Flows	6
Nonlocal Tensor Decomposition With Joint Low Rankness and Smoothness for Spectral CT Image Reconstruction	6
Dual-Feature Frequency Component Compression Method for Accelerating Reconstruction in Magnetic Particle Imaging	6
Non-Confocal 3D Reconstruction in Volumetric Scattering Scenario	6
CLAMP: Majorized Plug-and-Play for Coherent 3D Lidar Imaging	6
Using Randomized Nyström Preconditioners to Accelerate Variational Image Reconstruction	6
DER-GAN: Dual-Energy Recovery GAN for Conebeam CT	6
MISD: Model-Informed Stable Diffusion Model for Limited Noisy Data CT Reconstruction	6
A Unifying Approach to Inverse Problems of Ultrasound Beamforming and Deconvolution	6
An Efficient Approach With Theoretical Guarantees to Simultaneously Reconstruct Activity and Attenuation Sinogram for TOF-PET	6
2D Ultrasound Elasticity Imaging of Abdominal Aortic Aneurysms Using Deep Neural Networks	6
Adapting the Learning Models of Single Image Super-Resolution Into Light-Field Imaging	6
Towards Robustness and Efficiency of Coherence-Guided Complex Convolutional Sparse Coding for Interferometric Phase Restoration	6
Matrix-Free Gauss-Newton Method for Large-Scale Electrical Impedance Tomography	6
NormalMVS: Learning Efficient Geometry-Aware Multiview Stereo With Surface Normal Priors	6
RNSplat: Radar Neural Splatting for 3D Reconstruction and Novel View Synthesis From ISAR Image Sequences	6
Single-View Fluorescence Molecular Tomography Based on Hyperspectral NIR-II Imaging	6
Beam Cross Sections Create Mixtures: Improving Feature Localization in Secondary Electron Imaging	6
EvTurb: Event Camera Guided Turbulence Removal	6
Sub-Pixel Dispersion Model for Coded Aperture Snapshot Spectral Imaging	6
HEDU-Net: Improving Spectral Snapshot Compressive Imaging With Explicable Degradation Compensation	6
Wavenumber Spectrum Reconstruction Method for Microwave Computational Imaging With Re-Programmable Metasurface	5

Local-Global Dynamic Filtering Network for Video Super-Resolution	5
Quick Unsupervised Hyperspectral Dimensionality Reduction for Earth Observation: A Comparison	5
DAMMER: Direct Adaptive Multi-Resolution MEsh Reconstruction From X-Ray Measurements	5
Extended Depth-of-Field Lensless Imaging Using an Optimized Radial Mask	5
Differentiable Uncalibrated Imaging	5
Multi-Interactive Enhanced for Defocus Blur Estimation	5
Depth Estimation From a Single Optical Encoded Image Using a Learned Colored-Coded Aperture	5
Fourier Analysis of Interference Scanning Optical Probe Microscopy	5
Deep Regularized Compound Gaussian Network for Solving Linear Inverse Problems	5
Computational Imaging for Machine Perception: Transferring Semantic Segmentation Beyond Aberrations	5
Spectral Memory-Enhanced Network With Local Non-Local and Low-Rank Priors for Hyperspectral Image Compressive Imaging	5
Fast Non-Line-of-Sight Imaging With Hybrid Super-Resolution Network Over 18 m	5
SLBL-PU: Shadow-Based Layer-By-Layer Phase Unwrapping for Efficient 3D Measurement	5
Spectral–Angular Material Identification in Scattering Media Under Fixed Acquisition Geometry via Contrastive Simulation-to-Measurement Alignment	5
Arbitrary-Scale Image Super-Resolution via Degradation Perception	5
Decoupling Image Deblurring Into Twofold: A Hierarchical Model for Defocus Deblurring	5
SFTNet: Strip Fourier Transform Network for Motion Deblurring	5
A Single-Pixel Imaging Based Stereo Deflectometry for 3D Reconstruction of Free-Form Transparent Objects With Parasitic Reflections	5
Memory-Efficient Model-Based Deep Learning With Convergence and Robustness Guarantees	5
PRNet: Pyramid Restoration Network for RAW Image Super-Resolution	5
Prior Image Constrained Total Variation-Stokes for Cerebral Perfusion CT Imaging	5
Noise-Disentangled Single-Pixel Imaging Under Photon-Limited Conditions	5
Light Field-Based Underwater 3D Reconstruction via Angular Re-Sampling	5
KAN-KT-Unet: Keystone Transform-Based Method for ISAR Range Migration Compensation and Auto-Focusing	4
Maximum Likelihood Based Phase-Retrieval Using Fresnel Propagation Forward Models With Optional Constraints	4
FDMamba-FMT: Physical Consistency-Guided Feature-Decoupled Mamba for Fluorescence Molecular Tomography	4
Fast ISAR Imaging Algorithm for Azimuth Gapped Data Based on Structured Toeplitz Matrix	4
DD-DCSR: Image Denoising for Low-Dose CT via Dual-Dictionary Deep Convolutional Sparse Representation	4
Toward Robust Quantitative Photoacoustic Tomography via Learned Iterative Methods	4
From Patch to Pixel: A Transformer-Based Hierarchical Framework for Compressive Image Sensing	4
Accelerated SPIRiT Parallel MR Image Reconstruction Based on Joint Sparsity and Sparsifying Transform Learning	4
Implicit Neural Networks With Fourier-Feature Inputs for Free-Breathing Cardiac MRI Reconstruction	4
Fixed-Point Convergence of Multi-Block PnP ADMM and Its Application to Hyperspectral Image Restoration	4
Image Denoising for Low-Dose CT via Convolutional Dictionary Learning and Neural Network	4
Depth Estimation and Image Restoration by Deep Learning From Defocused Images	4
Time-Resolved Reconstruction of Motion, Force, and Stiffness Using Spectro-Dynamic MRI	4
Fast Hyperspectral Neutron Tomography	4
Application of Kirchhoff Migration Principle for Hardware-Efficient Near-Field Radar Imaging	4
Breaking the Resolution Barrier in Microscopic Imaging: An Optics-Preserving Super-Resolution System Combining Motion Modulation and Deep Learning	4
Net-BDR: Untrained Neural Networks Embedded Background Douglas Rachford Method for Fourier Phase Retrieval	4
Towards Multi-Source Illumination Color Constancy Through Physics-Based Rendering and Spectral Power Distribution Embedding	4
Score-Based Generative Model With Conditional Null-Space Learning for Limited-Angle Tomographic Reconstruction in Medical Imaging	4
Improving Spectral CT Image Quality Based on Channel Correlation and Self-Supervised Learning	4
Boosting Light Field Spatial Super-Resolution via Masked Light Field Modeling	4
Limitations of Data-Driven Spectral Reconstruction: An Optics-Aware Analysis	4
ICSD-NeRF: Independent Canonical Spaces for Enhanced Dynamic Scene Modeling in Neural Radiance Fields	4
Double-Branched and Multi-Magnetic Directions Feature Fusion Network (DB&MDF2-Net) for the Accurate Reconstruction of Magnetic Particle Imaging	4
Hybrid Spatial and Frequency Network for Light Field Image Restoration	4
Channel-Spatial Attention Guided CycleGAN for CBCT-Based Synthetic CT Generation to Enable Adaptive Radiotherapy	4
Deep Unfolding of the DBFB Algorithm With Application to ROI CT Imaging With Limited Angular Density	4
TIF-Net: Self-Supervised Net via Tuy's Inversion Formula for Limited Angle Reconstruction	4
High-Speed Time-Domain Diffuse Optical Tomography With a Sensitivity Equation-Based Neural Network	4
Learning-Based Probabilistic Subarray Switching for Robust Low-Cost Interferometric Imaging	3
Single-Pixel Compressive Terahertz 3D Imaging	3
Analysis and Correction of Spatial Variation in Complex MEO-Airborne Bistatic SAR Configurations	3
Unsupervised Coordinate-Based Neural Network for Electrical Impedance Tomography	3
Learn Stable MRI Under-Sampling Pattern With Decoupled Sampling Preference	3
MVMS-RCN: A Dual-Domain Unified CT Reconstruction With Multi-Sparse-View and Multi-Scale Refinement-Correction	3
Recurrent Cross-Modality Fusion for Time-of-Flight Depth Denoising	3
Full Matrix Wavefield Migration for Layered Photoacoustic Imaging	3
Sign-Coded Exposure Sensing for Noise-Robust High-Speed Imaging	3
An Efficient Algorithm for Spatial-Spectral Partial Volume Compartment Mapping With Applications to Multicomponent Diffusion and Relaxation MRI	3
SwinCCIR: An End-to-End Deep Network for Compton Camera Image Reconstruction	3
Multi-Slice Knowledge-Driven System Matrix Calibration in Magnetic Particle Imaging	3
Spatial-Frequency Multi-Scale Transformer for Deblurring and Shape-Preserving Reconstruction in Magnetic Particle Imaging	3
3D Helical CT Reconstruction With a Memory Efficient Learned Primal-Dual Architecture	3
Model-Based Reconstruction for Multi-Frequency Collimated Beam Ultrasound Systems	3
Learning-Based Approaches for Reconstructions With Inexact Operators in nanoCT Applications	3
Distribution-Adaptive Hierarchical Quantization Enhanced Binary Networks for Spectral Compressive Imaging	3
Robust Frequency Domain Full-Waveform Inversion via HV-Geometry	3
PINQI: An End-to-End Physics-Informed Approach to Learned Quantitative MRI Reconstruction	3
HDD-Net: Haar Dual Domain Network for Ring Artifacts Correction	3
Fast and Robust Phase Retrieval via Deep Expectation-Consistent Approximation	3
Domain Expansion via Network Adaptation for Solving Inverse Problems	3
Spectral Extension of Hyperspectral Images With Convolutional Sparse Representation	3
High Temporal-Lateral Resolution Photoacoustic Microscopy Imaging With Dual Branch Graph Induced Fusion Network	3
Structured Illumination Microscopy With Uncertainty-Guided Deep Learning	3
CMEFusion: Cross-Modal Enhancement and Fusion of FIR and Visible Images	3
Graph Attention-Driven Bayesian Deep Unrolling for Dual-Peak Single-Photon Lidar Imaging	3
G2L-Stereo: Global to Local Two-Stage Real-Time Stereo Matching Network	3
Dual-Constraint Deep Unfolding With Range-Null Decomposition for Enhanced Lensless Imaging	3
INF3: Implicit Neural Feature Fusion Function for Multispectral and Hyperspectral Image Fusion	3
Convergence-Guaranteed Spectral CT Reconstruction via Internal and External Prior Mining	3
Compressive Radio-Interferometric Sensing With Random Beamforming as Rank-One Signal Covariance Projections	3
Annealed Score-Based Diffusion Model for MR Motion Artifact Reduction	3
PGIUN: Physics-Guided Implicit Unrolling Network for Accelerated MRI	3
A Multi-Stage Progressive Network for Hyperspectral Image Demosaicing and Denoising	3
Sub-DM: Subspace Diffusion Model With Orthogonal Decomposition for MRI Reconstruction	3
Fast Low Rank Column-Wise Compressive Sensing for Accelerated Dynamic MRI	3
Multi-Step Adaptive Deconvolution via Multi-View for Image Enhancement in Scattering Media	3
A New k-Space Model for Non-Cartesian Fourier Imaging	3
High-Fidelity MRI Reconstruction Using Adaptive Spatial Attention Selection and Deep Data Consistency Prior	3