IEEE Transactions on Computational Imaging

Article	Citations
FoveaSPAD: Exploiting Depth Priors for Adaptive and Efficient Single-Photon 3D Imaging	152
Material Identification From Radiographs Without Energy Resolution	78
Fast and Robust Single Particle Reconstruction in 3D Fluorescence Microscopy	76
Ptychography Using Blind Multi-Mode PMACE	68
The Secrets of Non-Blind Poisson Deconvolution	65
LIR-Net:Learnable Iterative Reconstruction Network for Fan Beam CT Sparse-View Reconstruction	44
Low-Rank Decomposition and Polarization-Driven Transmittance Synergy for Underwater Descattering With Cross-Domain Generalization	44
MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging	41
Laser Protection via Jointly Learned Defocus and Image Reconstruction	39
An Adaptive Photon Count Reconstruction Algorithm for Sparse Count and Strong Noise Count Data With Low Signal Background Ratio	38
Robust Cardiac Cine MRI Reconstruction With Spatiotemporal Diffusion Model	33
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography	33
Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction	32
Convergent Primal-Dual Plug-and-Play Image Restoration: A General Algorithm and Applications	31
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging	29
Deep, Convergent, Unrolled Half-Quadratic Splitting for Image Deconvolution	29
Towards Single-Lens Controllable Depth-of-Field Imaging via Depth-Aware Point Spread Functions	29
Light Field Image Super-Resolution Network via Joint Spatial-Angular and Epipolar Information	29
VTVC: Vignetting Correction Based on Variant Transformer and Spatial Self Attention	27
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: A Matrix-Completion Framework	26
HoloFormer: Contrastive Regularization Based Transformer for Holographic Image Reconstruction	26
DPD-DEMD: Denoising Prior Guided Weakly Supervised Image Domain Dual-Energy Material Decomposition	25
Learning Degradation-Aware Diffusion Prior for Hyperspectral Reconstruction From RGB Image	24
A Hybrid Polarization Image Demosaicking Algorithm Based on Inter-Channel Correlation	22
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	20
Learned Discrepancy Reconstruction and Benchmark Dataset for Magnetic Particle Imaging	20
Multi-Frequency Neural Born Iterative Method for Solving 2-D Inverse Scattering Problems	20
Low-Light Image Enhancement via Implicit Priors Regularized Illumination Optimization	20
PAN-Guided Band-Aware Multi-Spectral Feature Enhancement for Pan-Sharpening	20
Deep Lightweight Unrolled Network for High Dynamic Range Modulo Imaging	19
Multispectral and Hyperspectral Image Fusion With Spectrally Varying Blurs and MM Algorithm	19
High-Resolution Vortex Electromagnetic Wave Radar Sparse Imaging Using Efficient 2D-SLIM	19
Dual-Stream Adaptive Convergent Low-Light Image Enhancement Network Based on Frequency Perception	19
Iterative Approach to Reconstructing Neural Disparity Fields From Light-Field Data	19
Scan-Adaptive MRI Undersampling Using Neighbor-Based Optimization (SUNO)	18
High Resolution LED-Based Snapshot Compressive Spectral Video Imaging With Deep Neural Networks	18
Constrained Conditional Denoising Diffusion for Hyperspectral-Multispectral Fusion	18
Estimation-Denoising Integration Network Architecture With Updated Parameter for MRI Reconstruction	16
Robust Compressive Sensing Imaging for Quantization Bit Erasure	15
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
Multilevel Plug-and-Play Image Restoration	15
Simultaneous Multifrequency Demodulation for Single-Shot Multiple-Path ToF Imaging	14
EgeFusion: Towards Edge Gradient Enhancement in Infrared and Visible Image Fusion With Multi-Scale Transform	14
Clip-Driven Universal Model for Multi-Material Decomposition in Dual-Energy CT	14
Deep Motion Regularizer for Video Snapshot Compressive Imaging	14
Provable Probabilistic Imaging Using Score-Based Generative Priors	13
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part II: A Filtering-Based Framework	13
Full-Wave Simulations of Tomographic Optical Imaging Through Augmented Partial Factorization	13
Data-Driven Multi-keV Virtual Monoenergetic Images Generation From Single-Energy CT Guided by Image-Domain Material Decomposition	13
Distributed Stochastic Optimization of a Neural Representation Network for Time-Space Tomography Reconstruction	13
Light Field Reflection and Background Separation Network Based on Adaptive Focus Selection	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
Robust Correspondence Imaging Against Random Disturbances With Single-Pixel Detection	12
Nest-DGIL: Nesterov-Optimized Deep Geometric Incremental Learning for CS Image Reconstruction	12
Enhanced Single Pixel Imaging by Using Adaptive Jointly Optimized Conditional Diffusion	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
An Inverse-Problem Approach to the Estimation of Despeckled and Deconvolved Images From Radio-Frequency Signals in Pulse-Echo Ultrasound	12
Distilling Knowledge for Designing Computational Imaging Systems	12
List of Reviewers	11
Laser Ultrasonic Imaging Via the Time Domain Linear Sampling Method	11
Introducing Nonuniform Sparse Proximal Averaging Network for Seismic Reflectivity Inversion	11
Extended Polar Format Algorithm for Non-Planar Target Imaging With DSM	11
Interferometric Lensless Imaging: Rank-One Projections of Image Frequencies With Speckle Illuminations	10
Deep Learning-Based Inpainting for Sparse Arrays in Ultrafast Ultrasound Imaging	10
Physics-Consistent Imaging Inverse Problem Solving Framework for Heterogeneous Systems via Latent Space Optimization	10
Closed-Form Approximation of the Total Variation Proximal Operator	10
High-Generalized Unfolding Model With Coupled Spatial-Spectral Transformer for Hyperspectral Image Reconstruction	10
Deep Network Cascade for Dynamic Cardiac MRI Reconstruction With Motion Feature Incorporation and the Fourier Neural Attention	10
ADMMNet-Based Deep Unrolling Method for Ghost Imaging	10
Statistical Stability of Correlation Based Imaging Algorithms	10
Sparse-View Cone Beam CT Reconstruction Using Data-Consistent Supervised and Adversarial Learning From Scarce Training Data	10
Neuromorphic Imaging With Density-Based Spatiotemporal Denoising	10

Feature Decoupling Through Random Sampling for High-Fidelity Flow Matching-Based Artifact Removal	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
Generalized Ray Tracing With Basis Functions for Tomographic Projections	9
NAS Powered Deep Image Prior for Electrical Impedance Tomography	9
Cytopathology Image Super-Resolution of Portable Microscope Based on Convolutional Window-Integration Transformer	9
Side Information-Assisted Low-Dose CT Reconstruction	9
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction	9
Hierarchical Edge Refinement Network for Guided Depth Map Super-Resolution	9
RIRO: From Retinex-Inspired Reconstruction Optimization Model to Deep Low-Light Image Enhancement Unfolding Network	9
Vignetting Correction Through Color-Intensity Map Entropy Optimization	9
Modeling Real-World MPI System Matrices From Sparse Observations	8
Interpretable Deep Attention Prior for Image Restoration and Enhancement	8
Learning Task-Specific Strategies for Accelerated MRI	8
Compact Representation of Light Field Data for Refocusing and Focal Stack Reconstruction Using Depth Adaptive Multi-CNN	8
Multi-Layered Surface Estimation for Low-Cost Optical Coherence Tomography	8
Learning to Describe Scenes via Privacy-Aware Designed Optical Lens	8
A Analytical Kernel-Based Stacked Pupil Shift Matrix Decomposition Method for Partially Coherent Imaging	8
Spatially Varying Exposure With 2-by-2 Multiplexing: Optimality and Universality	8
PAH2T-Former: Paired-Attention Hybrid Hierarchical Transformer for Synergistically Enhanced FMT Reconstruction Quality and Efficiency	8
High Resolution Diffuse Optical Tomography via Neural Fields	8
Multivariate Fields of Experts for Convergent Image Reconstruction	7
Single-Image HDR Reconstruction Assisted Ghost Suppression and Detail Preservation Network for Multi-Exposure HDR Imaging	7
GAPMSF-Net: Generalized Alternating Projection With Multi-Stage Fusion Network for Snapshot Compressive Imaging	7
Learning Generalized Mapping Functions via Deep-Unrolling for PET Image Reconstruction	7
A Computationally Light MUSIC Based Algorithm for Automotive RADARs	7
Stability of Image-Reconstruction Algorithms	7
Wavenumber Domain 2-D Separable Data Reformatting Algorithm for High Squint Spotlight SAR	7
Fast Adaptive Plug-and-Play ADMM Framework for Short-Range 3-D SAR Imaging	7
Non-Sparse SAR Imaging From Quadrature Compressive Measurements Based on Magnitude-Phase Separation	7
Joint Translational Motion Compensation of ISAR Imaging for Uniformly Accelerated Motion Targets Based on MPD-TSLS Under Low SNR	7
High Spatio-Temporal Imaging Reconstruction for Hybrid Spike-RGB Cameras	7
A Convergent Generalized Krylov Subspace Method for Compressed Sensing MRI Reconstruction With Gradient-Driven Denoisers	7
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
IEEE Signal Processing Society Information	6
Nonlocal Tensor Decomposition With Joint Low Rankness and Smoothness for Spectral CT Image Reconstruction	6
MISD: Model-Informed Stable Diffusion Model for Limited Noisy Data CT Reconstruction	6
Using Randomized Nyström Preconditioners to Accelerate Variational Image Reconstruction	6
Noise-Disentangled Single-Pixel Imaging Under Photon-Limited Conditions	6
DER-GAN: Dual-Energy Recovery GAN for Conebeam CT	6
Single-Frame MIMO Radar Velocity Vector Estimation via Multi-Bounce Scattering	6
The Potential of Phase Constraints for Non-Fourier Radiofrequency-Encoded MRI	6
Sound Speed Estimation for Distributed Aberration Correction in Laterally Varying Media	6
Unsupervised Low-Dose CT Reconstruction With One-Way Conditional Normalizing Flows	6
Multi-Interactive Enhanced for Defocus Blur Estimation	6
HEDU-Net: Improving Spectral Snapshot Compressive Imaging With Explicable Degradation Compensation	6
Sub-Pixel Dispersion Model for Coded Aperture Snapshot Spectral Imaging	6
CLAMP: Majorized Plug-and-Play for Coherent 3D Lidar Imaging	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
Dynamic Scene Reconstruction for Color Spike Camera via Zero-Shot Learning	6
Zero-Shot Image Denoising for High-Resolution Electron Microscopy	6
Non-Confocal 3D Reconstruction in Volumetric Scattering Scenario	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
XCloud-VIP: Virtual Peak Enables Highly Accelerated NMR Spectroscopy and Faithful Quantitative Measures	6
Wavenumber Spectrum Reconstruction Method for Microwave Computational Imaging With Re-Programmable Metasurface	5
Fourier Analysis of Interference Scanning Optical Probe Microscopy	5
OpEnCam: Lensless Optical Encryption Camera	5
SLBL-PU: Shadow-Based Layer-By-Layer Phase Unwrapping for Efficient 3D Measurement	5
Prior Image Constrained Total Variation-Stokes for Cerebral Perfusion CT Imaging	5
DAMMER: Direct Adaptive Multi-Resolution MEsh Reconstruction From X-Ray Measurements	5
Local-Global Dynamic Filtering Network for Video Super-Resolution	5
Quick Unsupervised Hyperspectral Dimensionality Reduction for Earth Observation: A Comparison	5
Spectral Memory-Enhanced Network With Local Non-Local and Low-Rank Priors for Hyperspectral Image Compressive Imaging	5
Memory-Efficient Model-Based Deep Learning With Convergence and Robustness Guarantees	5
Light Field-Based Underwater 3D Reconstruction via Angular Re-Sampling	5
Deep Regularized Compound Gaussian Network for Solving Linear Inverse Problems	5
Extended Depth-of-Field Lensless Imaging Using an Optimized Radial Mask	5
A Single-Pixel Imaging Based Stereo Deflectometry for 3D Reconstruction of Free-Form Transparent Objects With Parasitic Reflections	5
Depth Estimation From a Single Optical Encoded Image Using a Learned Colored-Coded Aperture	5
Computational Imaging for Machine Perception: Transferring Semantic Segmentation Beyond Aberrations	5
Arbitrary-Scale Image Super-Resolution via Degradation Perception	5
Matrix-Free Gauss-Newton Method for Large-scale Electrical Impedance Tomography	5
Differentiable Uncalibrated Imaging	5
Decoupling Image Deblurring Into Twofold: A Hierarchical Model for Defocus Deblurring	5
SFTNet: Strip Fourier Transform Network for Motion Deblurring	5
Towards robust quantitative photoacoustic tomography via learned iterative methods	4
Accelerated SPIRiT Parallel MR Image Reconstruction Based on Joint Sparsity and Sparsifying Transform Learning	4

TIF-Net: Self-Supervised Net via Tuy's Inversion Formula for Limited Angle Reconstruction	4
Fixed-Point Convergence of Multi-Block PnP ADMM and Its Application to Hyperspectral Image Restoration	4
DD-DCSR: Image Denoising for Low-Dose CT via Dual-Dictionary Deep Convolutional Sparse Representation	4
Score-Based Generative Model With Conditional Null-Space Learning for Limited-Angle Tomographic Reconstruction in Medical Imaging	4
Implicit Neural Networks With Fourier-Feature Inputs for Free-Breathing Cardiac MRI Reconstruction	4
KAN-KT-Unet: Keystone Transform-Based Method for ISAR Range Migration Compensation and Auto-Focusing	4
From Patch to Pixel: A Transformer-Based Hierarchical Framework for Compressive Image Sensing	4
Application of Kirchhoff Migration Principle for Hardware-Efficient Near-Field Radar Imaging	4
ICSD-NeRF: Independent Canonical Spaces for Enhanced Dynamic Scene Modeling in Neural Radiance Fields	4
High-Speed Time-Domain Diffuse Optical Tomography With a Sensitivity Equation-Based Neural Network	4
Fast ISAR Imaging Algorithm for Azimuth Gapped Data Based on Structured Toeplitz Matrix	4
Image Denoising for Low-Dose CT via Convolutional Dictionary Learning and Neural Network	4
PRNet: Pyramid Restoration Network for RAW Image Super-Resolution	4
Boosting Light Field Spatial Super-Resolution via Masked Light Field Modeling	4
Time-Resolved Reconstruction of Motion, Force, and Stiffness Using Spectro-Dynamic MRI	4
Hybrid Spatial and Frequency Network for Light Field Image Restoration	4
Deep Unfolding of the DBFB Algorithm With Application to ROI CT Imaging With Limited Angular Density	4
Fast Hyperspectral Neutron Tomography	4
Towards Multi-Source Illumination Color Constancy Through Physics-Based Rendering and Spectral Power Distribution Embedding	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
Fast Non-Line-of-Sight Imaging With Hybrid Super-Resolution Network Over 18 m	4
Maximum Likelihood Based Phase-Retrieval Using Fresnel Propagation Forward Models With Optional Constraints	4
Depth Estimation and Image Restoration by Deep Learning From Defocused Images	4
Net-BDR: Untrained Neural Networks Embedded Background Douglas Rachford Method for Fourier Phase Retrieval	4
Breaking the Resolution Barrier in Microscopic Imaging: An Optics-Preserving Super-Resolution System Combining Motion Modulation and Deep Learning	4
Channel-Spatial Attention Guided CycleGAN for CBCT-Based Synthetic CT Generation to Enable Adaptive Radiotherapy	4
Fast Low Rank Column-Wise Compressive Sensing for Accelerated Dynamic MRI	3
A Helical Reconstruction Network for Multi-Source Static CT	3
Sign-Coded Exposure Sensing for Noise-Robust High-Speed Imaging	3
FgC2F-UDiff: Frequency-Guided and Coarse-to-Fine Unified Diffusion Model for Multi-Modality Missing MRI Synthesis	3
A Multi-Stage Progressive Network for Hyperspectral Image Demosaicing and Denoising	3
Domain Expansion via Network Adaptation for Solving Inverse Problems	3
Model-Based Reconstruction for Multi-Frequency Collimated Beam Ultrasound Systems	3
High-Fidelity MRI Reconstruction Using Adaptive Spatial Attention Selection and Deep Data Consistency Prior	3
Axial Super-Resolution in Optical Coherence Tomography Images via Spectrum-Based Self-Supervised Training	3
Graph Attention-Driven Bayesian Deep Unrolling for Dual-Peak Single-Photon Lidar Imaging	3
HDD-Net: Haar Dual Domain Network for Ring Artifacts Correction	3
Analysis and Correction of Spatial Variation in Complex MEO-Airborne Bistatic SAR Configurations	3
INF3: Implicit Neural Feature Fusion Function for Multispectral and Hyperspectral Image Fusion	3
Disparity Computation With Low Intensity Quantization on Stereo Image Pairs	3
Recurrent Cross-Modality Fusion for Time-of-Flight Depth Denoising	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
Spatial-Frequency Multi-Scale Transformer for Deblurring and Shape-Preserving Reconstruction in Magnetic Particle Imaging	3
Fast and Robust Phase Retrieval via Deep Expectation-Consistent Approximation	3
3D Helical CT Reconstruction With a Memory Efficient Learned Primal-Dual Architecture	3
PGIUN: Physics-Guided Implicit Unrolling Network for Accelerated MRI	3
Sub-DM: Subspace Diffusion Model With Orthogonal Decomposition for MRI Reconstruction	3
Full Matrix Wavefield Migration for Layered Photoacoustic Imaging	3
Distribution-Adaptive Hierarchical Quantization Enhanced Binary Networks for Spectral Compressive Imaging	3
TMSST-RID: A Target-Oriented SAR-ISAR Imaging Method Based on Synchrosqueezing	3
Multi-Slice Knowledge-Driven System Matrix Calibration in Magnetic Particle Imaging	3
Single-Pixel Compressive Terahertz 3D Imaging	3
Learning-Based Probabilistic Subarray Switching for Robust Low-Cost Interferometric Imaging	3
Learning-Based Approaches for Reconstructions With Inexact Operators in nanoCT Applications	3
CMEFusion: Cross-Modal Enhancement and Fusion of FIR and Visible Images	3
Learn Stable MRI Under-Sampling Pattern With Decoupled Sampling Preference	3
Structured Illumination Microscopy With Uncertainty-Guided Deep Learning	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
Annealed Score-Based Diffusion Model for MR Motion Artifact Reduction	3
Unsupervised Coordinate-Based Neural Network for Electrical Impedance Tomography	3
Improving Spectral CT Image Quality Based on Channel Correlation and Self-Supervised Learning	3
Convergence-Guaranteed Spectral CT Reconstruction via Internal and External Prior Mining	3
An Efficient Method for Modelling Millimeter-Wave Scan for Security Screening of Humans	3
Successive Optimization of Optics and Post-Processing With Differentiable Coherent PSF Operator and Field Information	3
Multi-Step Adaptive Deconvolution via Multi-View for Image Enhancement in Scattering Media	3
MVMS-RCN: A Dual-Domain Unified CT Reconstruction With Multi-Sparse-View and Multi-Scale Refinement-Correction	3
High Temporal-Lateral Resolution Photoacoustic Microscopy Imaging With Dual Branch Graph Induced Fusion Network	3
An Efficient Algorithm for Spatial-Spectral Partial Volume Compartment Mapping With Applications to Multicomponent Diffusion and Relaxation MRI	3
Compressive Radio-Interferometric Sensing With Random Beamforming as Rank-One Signal Covariance Projections	3