IEEE Transactions on Computational Imaging

Article	Citations
FoveaSPAD: Exploiting Depth Priors for Adaptive and Efficient Single-Photon 3D Imaging	156
Material Identification From Radiographs Without Energy Resolution	80
Fast and Robust Single Particle Reconstruction in 3D Fluorescence Microscopy	76
Ptychography Using Blind Multi-Mode PMACE	69
The Secrets of Non-Blind Poisson Deconvolution	67
Low-Rank Decomposition and Polarization-Driven Transmittance Synergy for Underwater Descattering With Cross-Domain Generalization	48
LIR-Net:Learnable Iterative Reconstruction Network for Fan Beam CT Sparse-View Reconstruction	46
Convergent Primal-Dual Plug-and-Play Image Restoration: A General Algorithm and Applications	42
An Adaptive Photon Count Reconstruction Algorithm for Sparse Count and Strong Noise Count Data With Low Signal Background Ratio	41
Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction	40
Laser Protection via Jointly Learned Defocus and Image Reconstruction	34
MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging	33
Robust Cardiac Cine MRI Reconstruction With Spatiotemporal Diffusion Model	33
Representation-Aligned Atmospheric Light Decoupling for Stable Single-Image Dehazing	33
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography	32
HoloMamba: Physics-Aligned State-Space Network for High-Fidelity Single-Shot Holographic Reconstruction	30
Light Field Image Super-Resolution Network via Joint Spatial-Angular and Epipolar Information	29
Deep, Convergent, Unrolled Half-Quadratic Splitting for Image Deconvolution	29
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging	27
Towards Single-Lens Controllable Depth-of-Field Imaging via Depth-Aware Point Spread Functions	27
HoloFormer: Contrastive Regularization Based Transformer for Holographic Image Reconstruction	26
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: A Matrix-Completion Framework	26
PAN-Guided Band-Aware Multi-Spectral Feature Enhancement for Pan-Sharpening	25
Low-Light Image Enhancement via Implicit Priors Regularized Illumination Optimization	24
VTVC: Vignetting Correction Based on Variant Transformer and Spatial Self Attention	22

Learned Discrepancy Reconstruction and Benchmark Dataset for Magnetic Particle Imaging	21
Deep Learned Non-Linear Propagation Model Regularizer for Compressive Spectral Imaging	21
Real-Time Reconstruction of 3D Videos From Single-Photon LiDaR Data in the Presence of Obscurants	21
A Hybrid Polarization Image Demosaicking Algorithm Based on Inter-Channel Correlation	20
High-Resolution Vortex Electromagnetic Wave Radar Sparse Imaging Using Efficient 2D-SLIM	20
DPD-DEMD: Denoising Prior Guided Weakly Supervised Image Domain Dual-Energy Material Decomposition	20
Multispectral and Hyperspectral Image Fusion With Spectrally Varying Blurs and MM Algorithm	20
Learning Degradation-Aware Diffusion Prior for Hyperspectral Reconstruction From RGB Image	20
Iterative Approach to Reconstructing Neural Disparity Fields From Light-Field Data	19
Deep Lightweight Unrolled Network for High Dynamic Range Modulo Imaging	19
Dual-Stream Adaptive Convergent Low-Light Image Enhancement Network Based on Frequency Perception	18
Multi-Frequency Neural Born Iterative Method for Solving 2-D Inverse Scattering Problems	18
High Resolution LED-Based Snapshot Compressive Spectral Video Imaging With Deep Neural Networks	18
Batch-FPM: Random Batch-Update Multi-Parameter Physical Fourier Ptychography Neural Network	17
Estimation-Denoising Integration Network Architecture With Updated Parameter for MRI Reconstruction	17
Constrained Conditional Denoising Diffusion for Hyperspectral-Multispectral Fusion	17
DANG: Data Augmentation Based on NIR-II Guided Diffusion Model for Fluorescence Molecular Tomography	16
Simultaneous Multifrequency Demodulation for Single-Shot Multiple-Path ToF Imaging	16
Scan-Adaptive MRI Undersampling Using Neighbor-Based Optimization (SUNO)	16
Clip-Driven Universal Model for Multi-Material Decomposition in Dual-Energy CT	16
Deep Motion Regularizer for Video Snapshot Compressive Imaging	15
Multilevel Plug-and-Play Image Restoration	15
Provable Probabilistic Imaging Using Score-Based Generative Priors	15
Light Field Reflection and Background Separation Network Based on Adaptive Focus Selection	14
EgeFusion: Towards Edge Gradient Enhancement in Infrared and Visible Image Fusion With Multi-Scale Transform	14
Full-Wave Simulations of Tomographic Optical Imaging Through Augmented Partial Factorization	14
Robust Compressive Sensing Imaging for Quantization Bit Erasure	14
Nest-DGIL: Nesterov-Optimized Deep Geometric Incremental Learning for CS Image Reconstruction	13
Data-Driven Multi-keV Virtual Monoenergetic Images Generation From Single-Energy CT Guided by Image-Domain Material Decomposition	13
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part II: A Filtering-Based Framework	13
An Inverse-Problem Approach to the Estimation of Despeckled and Deconvolved Images From Radio-Frequency Signals in Pulse-Echo Ultrasound	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
Distributed Stochastic Optimization of a Neural Representation Network for Time-Space Tomography Reconstruction	12
Snapshot Compressive Imaging Using Domain-Factorized Deep Video Prior	12
Physics-Based Deep Learning for Imaging Neuronal Activity via Two-Photon and Light Field Microscopy	12
Distilling Knowledge for Designing Computational Imaging Systems	12
Robust Correspondence Imaging Against Random Disturbances With Single-Pixel Detection	12
Introducing Nonuniform Sparse Proximal Averaging Network for Seismic Reflectivity Inversion	12
Laser Ultrasonic Imaging Via the Time Domain Linear Sampling Method	11
Interferometric Lensless Imaging: Rank-One Projections of Image Frequencies With Speckle Illuminations	11
Feature Decoupling Through Random Sampling for High-Fidelity Flow Matching-Based Artifact Removal	11
Deep Network Cascade for Dynamic Cardiac MRI Reconstruction With Motion Feature Incorporation and the Fourier Neural Attention	11
List of Reviewers	11
Extended Polar Format Algorithm for Non-Planar Target Imaging With DSM	11
Statistical Stability of Correlation Based Imaging Algorithms	10
Generalized Ray Tracing With Basis Functions for Tomographic Projections	10
ADMMNet-Based Deep Unrolling Method for Ghost Imaging	10
Deep Learning-Based Inpainting for Sparse Arrays in Ultrafast Ultrasound Imaging	10
Enhanced Light Field Reconstruction by Combining Disparity and Texture Information in PSVs via Disparity-Guided Fusion	10

MAFDE-Net: Multipath Attention-Fusion-Based Dual-Encoder Network for Undersampled MRI Segmentation	10
Closed-Form Approximation of the Total Variation Proximal Operator	10
Physics-Consistent Imaging Inverse Problem Solving Framework for Heterogeneous Systems via Latent Space Optimization	10
Neuromorphic Imaging With Density-Based Spatiotemporal Denoising	10
Cytopathology Image Super-Resolution of Portable Microscope Based on Convolutional Window-Integration Transformer	10
Hierarchical Edge Refinement Network for Guided Depth Map Super-Resolution	10
High-Generalized Unfolding Model With Coupled Spatial-Spectral Transformer for Hyperspectral Image Reconstruction	10
Sparse-View Cone Beam CT Reconstruction Using Data-Consistent Supervised and Adversarial Learning From Scarce Training Data	10
Side Information-Assisted Low-Dose CT Reconstruction	9
RIRO: From Retinex-Inspired Reconstruction Optimization Model to Deep Low-Light Image Enhancement Unfolding Network	9
A Analytical Kernel-Based Stacked Pupil Shift Matrix Decomposition Method for Partially Coherent Imaging	9
NAS Powered Deep Image Prior for Electrical Impedance Tomography	9
Compact Representation of Light Field Data for Refocusing and Focal Stack Reconstruction Using Depth Adaptive Multi-CNN	9
A Convergent Generalized Krylov Subspace Method for Compressed Sensing MRI Reconstruction With Gradient-Driven Denoisers	9
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction	9
Vignetting Correction Through Color-Intensity Map Entropy Optimization	9
Modeling Real-World MPI System Matrices From Sparse Observations	9
Interpretable Deep Attention Prior for Image Restoration and Enhancement	9
Fast Adaptive Plug-and-Play ADMM Framework for Short-Range 3-D SAR Imaging	8
Multi-Layered Surface Estimation for Low-Cost Optical Coherence Tomography	8
Learning to Describe Scenes via Privacy-Aware Designed Optical Lens	8
Learning Task-Specific Strategies for Accelerated MRI	8
Learning Generalized Mapping Functions via Deep-Unrolling for PET Image Reconstruction	8
PAH2T-Former: Paired-Attention Hybrid Hierarchical Transformer for Synergistically Enhanced FMT Reconstruction Quality and Efficiency	8
Structure from Noise: Confirmation Bias in Particle Picking in Structural Biology	7
Non-Sparse SAR Imaging From Quadrature Compressive Measurements Based on Magnitude-Phase Separation	7
Multivariate Fields of Experts for Convergent Image Reconstruction	7
A Computationally Light MUSIC Based Algorithm for Automotive RADARs	7
Wavenumber Domain 2-D Separable Data Reformatting Algorithm for High Squint Spotlight SAR	7
High Spatio-Temporal Imaging Reconstruction for Hybrid Spike-RGB Cameras	7
Joint Translational Motion Compensation of ISAR Imaging for Uniformly Accelerated Motion Targets Based on MPD-TSLS Under Low SNR	7
Spatially Varying Exposure With 2-by-2 Multiplexing: Optimality and Universality	7
Left2Right: Self-Supervised Training Framework for Low-Dose Computed Tomography Imaging	7
Stability of Image-Reconstruction Algorithms	7
Zero-Shot Image Denoising for High-Resolution Electron Microscopy	7
GAPMSF-Net: Generalized Alternating Projection With Multi-Stage Fusion Network for Snapshot Compressive Imaging	7
Single-Image HDR Reconstruction Assisted Ghost Suppression and Detail Preservation Network for Multi-Exposure HDR Imaging	7
End-to-End Spectrally Driven Colorimetric Calibration Framework for Color Imaging Systems	7
High Resolution Diffuse Optical Tomography via Neural Fields	7
Sound Speed Estimation for Distributed Aberration Correction in Laterally Varying Media	7
Single-View Fluorescence Molecular Tomography Based on Hyperspectral NIR-II Imaging	6
Multi Person Localization and Breathing Rate Estimation Using Translational and Rotational Synthetic Aperture Radar	6
EvTurb: Event Camera Guided Turbulence Removal	6
Towards Robustness and Efficiency of Coherence-Guided Complex Convolutional Sparse Coding for Interferometric Phase Restoration	6
XCloud-VIP: Virtual Peak Enables Highly Accelerated NMR Spectroscopy and Faithful Quantitative Measures	6
Adapting the Learning Models of Single Image Super-Resolution Into Light-Field Imaging	6
Single-Frame MIMO Radar Velocity Vector Estimation via Multi-Bounce Scattering	6
Dynamic Scene Reconstruction for Color Spike Camera via Zero-Shot Learning	6
Nonlocal Tensor Decomposition With Joint Low Rankness and Smoothness for Spectral CT Image Reconstruction	6
IEEE Signal Processing Society Information	6
Unsupervised Low-Dose CT Reconstruction With One-Way Conditional Normalizing Flows	6
CLAMP: Majorized Plug-and-Play for Coherent 3D Lidar Imaging	6
HEDU-Net: Improving Spectral Snapshot Compressive Imaging With Explicable Degradation Compensation	6
Non-Confocal 3D Reconstruction in Volumetric Scattering Scenario	6
Beam Cross Sections Create Mixtures: Improving Feature Localization in Secondary Electron Imaging	6
Physics-based self-supervised learning of a deep network for single-shot in-line hologram reconstruction	6
The Potential of Phase Constraints for Non-Fourier Radiofrequency-Encoded MRI	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
Sub-Pixel Dispersion Model for Coded Aperture Snapshot Spectral Imaging	6
MISD: Model-Informed Stable Diffusion Model for Limited Noisy Data CT Reconstruction	6
DER-GAN: Dual-Energy Recovery GAN for Conebeam CT	6
A Unifying Approach to Inverse Problems of Ultrasound Beamforming and Deconvolution	6
Dual-Feature Frequency Component Compression Method for Accelerating Reconstruction in Magnetic Particle Imaging	6
Differentiable Uncalibrated Imaging	5
Arbitrary-Scale Image Super-Resolution via Degradation Perception	5
Multi-Interactive Enhanced for Defocus Blur Estimation	5
Prior Image Constrained Total Variation-Stokes for Cerebral Perfusion CT Imaging	5
Wavenumber Spectrum Reconstruction Method for Microwave Computational Imaging With Re-Programmable Metasurface	5
Extended Depth-of-Field Lensless Imaging Using an Optimized Radial Mask	5
Local-Global Dynamic Filtering Network for Video Super-Resolution	5
Fourier Analysis of Interference Scanning Optical Probe Microscopy	5
Deep Regularized Compound Gaussian Network for Solving Linear Inverse Problems	5
Matrix-Free Gauss-Newton Method for Large-Scale Electrical Impedance Tomography	5
Noise-Disentangled Single-Pixel Imaging Under Photon-Limited Conditions	5
Light Field-Based Underwater 3D Reconstruction via Angular Re-Sampling	5
Spectral Memory-Enhanced Network With Local Non-Local and Low-Rank Priors for Hyperspectral Image Compressive Imaging	5
Depth Estimation From a Single Optical Encoded Image Using a Learned Colored-Coded Aperture	5
Quick Unsupervised Hyperspectral Dimensionality Reduction for Earth Observation: A Comparison	5
Decoupling Image Deblurring Into Twofold: A Hierarchical Model for Defocus Deblurring	5

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