IEEE Transactions on Computational Imaging

Article	Citations
Classification Saliency-Based Rule for Visible and Infrared Image Fusion	129
GAN-FM: Infrared and Visible Image Fusion Using GAN With Full-Scale Skip Connection and Dual Markovian Discriminators	105
Deep Equilibrium Architectures for Inverse Problems in Imaging	72
LightingNet: An Integrated Learning Method for Low-Light Image Enhancement	65
AdaIN-Based Tunable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising	64
Accelerated MRI With Un-Trained Neural Networks	60
Scalable Plug-and-Play ADMM With Convergence Guarantees	50
CoIL: Coordinate-Based Internal Learning for Tomographic Imaging	47
Injected Infrared and Visible Image Fusion via $L_{1}$ Decomposition Model and Guided Filtering	45
SMFuse: Multi-Focus Image Fusion Via Self-Supervised Mask-Optimization	43
Mosaic Convolution-Attention Network for Demosaicing Multispectral Filter Array Images	42
CryoGAN: A New Reconstruction Paradigm for Single-Particle Cryo-EM Via Deep Adversarial Learning	39
Deep Unfolding Network for Spatiospectral Image Super-Resolution	35
Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization	35
Deep Coded Aperture Design: An End-to-End Approach for Computational Imaging Tasks	33
Plug-and-Play Synthetic Aperture Radar Image Formation Using Deep Priors	31
Holographic 3D Particle Imaging With Model-Based Deep Network	31
dO: A Differentiable Engine for Deep Lens Design of Computational Imaging Systems	31
Model Adaptation for Inverse Problems in Imaging	30
CD-Net: Comprehensive Domain Network With Spectral Complementary for DECT Sparse-View Reconstruction	28
Two-Dimensional Non-Line-of-Sight Scene Estimation From a Single Edge Occluder	27
Fixed-Point and Objective Convergence of Plug-and-Play Algorithms	27
SPECIAL: Single-Shot Projection Error Correction Integrated Adversarial Learning for Limited-Angle CT	27
Robust and Guided Bayesian Reconstruction of Single-Photon 3D Lidar Data: Application to Multispectral and Underwater Imaging	27
Image Denoising for Low-Dose CT via Convolutional Dictionary Learning and Neural Network	26

Low-Light Demosaicking and Denoising for Small Pixels Using Learned Frequency Selection	26
Robust Reconstruction With Deep Learning to Handle Model Mismatch in Lensless Imaging	26
Keyhole Imaging: Non-Line-of-Sight Imaging and Tracking of Moving Objects Along a Single Optical Path	26
Cycle-Free CycleGAN Using Invertible Generator for Unsupervised Low-Dose CT Denoising	26
AIFNet: All-in-Focus Image Restoration Network Using a Light Field-Based Dataset	25
Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse Problems	25
Deep Learning for Camera Autofocus	25
Closing the Gap of Simulation to Reality in Electromagnetic Imaging of Brain Strokes via Deep Neural Networks	25
Micro-Lens Image Stack Upsampling for Densely-Sampled Light Field Reconstruction	23
Through-the-Wall Radar Imaging Based on Bayesian Compressive Sensing Exploiting Multipath and Target Structure	22
Learning to Reconstruct Confocal Microscopy Stacks From Single Light Field Images	22
Green Fluorescent Protein and Phase Contrast Image Fusion Via Detail Preserving Cross Network	22
Deep Manifold Learning for Dynamic MR Imaging	21
Electromagnetic Inverse Scattering With Perceptual Generative Adversarial Networks	21
DDPTransformer: Dual-Domain With Parallel Transformer Network for Sparse View CT Image Reconstruction	20
AS-Net: Fast Photoacoustic Reconstruction With Multi-Feature Fusion From Sparse Data	20
Light Field Image Super-Resolution Network via Joint Spatial-Angular and Epipolar Information	20
Spatial-Angular Versatile Convolution for Light Field Reconstruction	20
SGD-Net: Efficient Model-Based Deep Learning With Theoretical Guarantees	19
Polyblur: Removing Mild Blur by Polynomial Reblurring	19
Truncated Residual Based Plug-and-Play ADMM Algorithm for MRI Reconstruction	18
Tensor Completion Via Collaborative Sparse and Low-Rank Transforms	18
Light Field Reconstruction Using Efficient Pseudo 4D Epipolar-Aware Structure	18
A Sketching Framework for Reduced Data Transfer in Photon Counting Lidar	18
Deep Amended Gradient Descent for Efficient Spectral Reconstruction From Single RGB Images	18
SRNSSI: A Deep Light-Weight Network for Single Image Super Resolution Using Spatial and Spectral Information	18
Three-Dimensional Polarimetric InISAR Imaging of Non-Cooperative Targets	18
Missing Cone Artifact Removal in ODT Using Unsupervised Deep Learning in the Projection Domain	18
Task-Specific Trajectory Optimisation for Twin-Robotic X-Ray Tomography	17
WNet: A Data-Driven Dual-Domain Denoising Model for Sparse-View Computed Tomography With a Trainable Reconstruction Layer	17
Compressible Latent-Space Invertible Networks for Generative Model-Constrained Image Reconstruction	17
Multi-Scale Deep Compressive Imaging	16
Deep Learning With Adaptive Hyper-Parameters for Low-Dose CT Image Reconstruction	16
From Patch to Pixel: A Transformer-Based Hierarchical Framework for Compressive Image Sensing	16
Data and Image Prior Integration for Image Reconstruction Using Consensus Equilibrium	16
iToF2dToF: A Robust and Flexible Representation for Data-Driven Time-of-Flight Imaging	16
Joint Inversion of Electromagnetic and Acoustic Data With Edge-Preserving Regularization for Breast Imaging	16
BUSIFusion: Blind Unsupervised Single Image Fusion of Hyperspectral and RGB Images	16
Stochastic Higher-Order Independent Component Analysis for Hyperspectral Dimensionality Reduction	16
CAS: Correlation Adaptive Sparse Modeling for Image Denoising	15
Enhanced Nonconvex Low-Rank Approximation of Tensor Multi-Modes for Tensor Completion	15
Distributed Optimization for Nonrigid Nano-Tomography	15
Video-SAR Imaging of Dynamic Scenes Using Low-Rank and Sparse Decomposition	14
Alternating Learning Approach for Variational Networks and Undersampling Pattern in Parallel MRI Applications	14
Physics-Guided Loss Functions Improve Deep Learning Performance in Inverse Scattering	14
Constrained Predictive Filters for Single Image Bokeh Rendering	14
Blind NCS-Based Autofocus for Airborne Wide-Beam SAR Imaging	14
Photon Limited Non-Blind Deblurring Using Algorithm Unrolling	14
Adaptive and Progressive Multispectral Image Demosaicking	13
Multi-Resolution Data Fusion for Super Resolution Imaging	13

Time-Resolved Focused Ion Beam Microscopy: Modeling, Estimation Methods, and Analyses	13
EasySpec: Automatic Specular Reflection Detection and Suppression From Endoscopic Images	13
Imaging Through the Atmosphere Using Turbulence Mitigation Transformer	13
A Fast Tensor Completion Method Based on Tensor QR Decomposition and Tensor Nuclear Norm Minimization	13
High-Resolution Multi-Spectral Imaging With Diffractive Lenses and Learned Reconstruction	13
Multi-Slice Fusion for Sparse-View and Limited-Angle 4D CT Reconstruction	13
PAN-Guided Band-Aware Multi-Spectral Feature Enhancement for Pan-Sharpening	13
Learning Multiscale Convolutional Dictionaries for Image Reconstruction	13
Snapshot Coherence Tomographic Imaging	12
Deep Denoising for Scientific Discovery: A Case Study in Electron Microscopy	12
Depth Estimation and Image Restoration by Deep Learning From Defocused Images	12
Image Reconstruction Based on Fractional Tikhonov Framework for Planar Array Capacitance Sensor	12
Hyperspectral Imagery Spatial Super-Resolution Using Generative Adversarial Network	12
Real-Time Dense Field Phase-to-Space Simulation of Imaging Through Atmospheric Turbulence	11
A Theoretical Framework for Self-Supervised MR Image Reconstruction Using Sub-Sampling via Variable Density Noisier2Noise	11
A Neural-Network-Based Convex Regularizer for Inverse Problems	11
Microwave Imaging With Novel Time-Domain Clutter Removal Algorithm Using High Gain Antennas for Concealed Object Detections	11
A Reliable Deep Learning Scheme for Nonlinear Reconstructions in Electrical Impedance Tomography	11
Recovery of Conformational Continuum From Single-Particle Cryo-EM Images: Optimization of ManifoldEM Informed by Ground Truth	11
Luminance-Depth Reconstruction From Compressed Time-of-Flight Histograms	11
High-Resolution ISAR Imaging for Maneuvering Targets Based on Iterative Adaptive Processing	10
CTIS-Net: A Neural Network Architecture for Compressed Learning Based on Computed Tomography Imaging Spectrometers	10
When de Prony Met Leonardo: An Automatic Algorithm for Chemical Element Extraction From Macro X-Ray Fluorescence Data	10
Rapid Whole Slide Imaging via Dual-Shot Deep Autofocusing	10
Dual-Feature Frequency Component Compression Method for Accelerating Reconstruction in Magnetic Particle Imaging	10
Fast Unmixing and Change Detection in Multitemporal Hyperspectral Data	10
Photon-Efficient Non-Line-of-Sight Imaging	10
Attention-Guided Polarization Image Fusion Using Salient Information Distribution	10
Group Shuffle and Spectral-Spatial Fusion for Hyperspectral Image Super-Resolution	10
Four-Dimensional Wide-Field Ultrasound Reconstruction System With Sparse Respiratory Signal Matching	10
Provable General Bounded Denoisers for Snapshot Compressive Imaging With Convergence Guarantee	9
Fast Low Rank Column-Wise Compressive Sensing for Accelerated Dynamic MRI	9
Compressive Synthetic Aperture Radar Imaging and Autofocusing by Augmented Lagrangian Methods	9
Multi-Frame Constrained Block Sparse Bayesian Learning for Flexible Tactile Sensing Using Electrical Impedance Tomography	9
Efficient $\ell ^0$ Gradient-Based Super-Resolution for Simplified Image Segmentation	9
Online Training of Stereo Self-Calibration Using Monocular Depth Estimation	9
Beyond Camera Motion Blur Removing: How to Handle Outliers in Deblurring	9
EVA$^{2}$: Event-Assisted Video Frame Interpolation via Cross-Modal Alignment and Aggregation	9
Magnetic Resonance Spectroscopy Deep Learning Denoising Using Few in Vivo Data	9
Resolution Enhancement of UWB Time-Reversal Microwave Imaging in Dispersive Environments	9
Memory-Efficient Model-Based Deep Learning With Convergence and Robustness Guarantees	9
Neuromorphic Imaging With Density-Based Spatiotemporal Denoising	8
EgeFusion: Towards Edge Gradient Enhancement in Infrared and Visible Image Fusion With Multi-Scale Transform	8
Hybrid Approaches in Microwave Imaging Using Quantitative Time- and Frequency-Domain Algorithms	8
A Deep Unfolding Method for Satellite Super Resolution	8
Vignetting Correction Based on a Two-Dimensional Gaussian Filter With Harmony for Area Array Sensors	8
Wasserstein Patch Prior for Image Superresolution	8
Self-Gated Memory Recurrent Network for Efficient Scalable HDR Deghosting	8
Learning Low-Dimensional Models of Microscopes	8
A Comparison of Time-Domain and Frequency-Domain Microwave Imaging of Experimental Targets	8
Reconstructing Clear Image for High-Speed Motion Scene With a Retina-Inspired Spike Camera	8
High-Accuracy Image Formation Model for Coded Aperture Snapshot Spectral Imaging	7
Accelerated Phase Shifting for Structured Illumination Microscopy Based on Deep Learning	7
3D Location and Trajectory Reconstruction of a Moving Object Behind Scattering Media	7
A Microwave Time Reversal Algorithm for Imaging Extended Defects in Dielectric Composites	7
Multiview Scattering Scanning Imaging Confocal Microscopy Through a Multimode Fiber	7
Multi-Mask Camera Model for Compressed Acquisition of Light Fields	7
Sparse-View Cone Beam CT Reconstruction Using Data-Consistent Supervised and Adversarial Learning From Scarce Training Data	7
Informational Lithography Approach Based on Source and Mask Optimization	7
Superpixel Guided Network for Three-Dimensional Stereo Matching	7
Inverse Multislice Ptychography by Layer-Wise Optimisation and Sparse Matrix Decomposition	7
Exposure-Referred Signal-to-Noise Ratio for Digital Image Sensors	7
Annular Computational Imaging: Capture Clear Panoramic Images Through Simple Lens	7
Total Utility Metric Based Dictionary Pruning for Sparse Hyperspectral Unmixing	7
Multi-Stream Progressive Restoration for Low-Light Light Field Enhancement and Denoising	7
Learning Sub-Pixel Disparity Distribution for Light Field Depth Estimation	7
LFIENet: Light Field Image Enhancement Network by Fusing Exposures of LF-DSLR Image Pairs	6
Weighted Tensor Low-Rankness and Learnable Analysis Sparse Representation Model for Texture Preserving Low-Dose CT Reconstruction	6
Poisson Phase Retrieval in Very Low-Count Regimes	6
Single-Pass Object-Adaptive Data Undersampling and Reconstruction for MRI	6
Fast Task-Based Adaptive Sampling for 3D Single-Photon Multispectral Lidar Data	6
Probabilistic Modeling and Inference for Sequential Space-Varying Blur Identification	6
Photoacoustic Reconstruction Using Sparsity in Curvelet Frame: Image Versus Data Domain	6
Self-Supervised Coordinate Projection Network for Sparse-View Computed Tomography	6
Combining Two-Layer Semi-Three-Dimensional Reconstruction and Multi-Wavelength Image Fusion for Functional Diffuse Optical Tomography	6
Compressive HDR Light Field Imaging Using a Single Multi-ISO Sensor	6
Super-Resolution Hyperspectral Reconstruction With Majorization-Minimization Algorithm and Low-Rank Approximation	6
Deep Expectation-Maximization for Single-Pixel Image Reconstruction With Signal-Dependent Noise	6
Deep Unfolding of the DBFB Algorithm With Application to ROI CT Imaging With Limited Angular Density	6
Meta-Learning Based Interactively Connected Clique U-Net for Quantitative Susceptibility Mapping	6

Spectral2Spectral: Image-Spectral Similarity Assisted Deep Spectral CT Reconstruction Without Reference	6
An Ultra-sparse View CT Imaging Method Based on X-ray2CTNet	5
Adaptive Illumination Based Depth Sensing Using Deep Superpixel and Soft Sampling Approximation	5
High-Fidelity MRI Reconstruction Using Adaptive Spatial Attention Selection and Deep Data Consistency Prior	5
Shift-Invariant-Subspace Discretization and Volume Reconstruction for Light Field Microscopy	5
What Does a One-Bit Quanta Image Sensor Offer?	5
Stability of Image-Reconstruction Algorithms	5
Joint Retrospective Motion Correction and Reconstruction for Brain MRI With a Reference Contrast	5
Consensus and Sectioning-Based ADMM With Norm-1 Regularization for Imaging With a Compressive Reflector Antenna	5
Bayesian Inversion for Nonlinear Imaging Models Using Deep Generative Priors	5
Self-Supervised Learning of Monocular Depth Estimation Based on Progressive Strategy	5
Deep Light Field Acquisition Using Learned Coded Mask Distributions for Color Filter Array Sensors	5
Fourier-Based Near-Field Three-Dimensional Image Reconstruction in a Multistatic Imaging Structure Using Dynamic Metasurface Antennas	5
A New Nonlinear Sparse Optimization Framework in Ultrasound-Modulated Optical Tomography	5
Unrolled Wirtinger Flow With Deep Decoding Priors for Phaseless Imaging	5
A Tripartite Data-Driven Approach for Wide-Band Electromagnetic Imaging	5
TOP-CT: Trajectory With Overlapping Projections X-Ray Computed Tomography	5
Learning Image Formation and Regularization in Unrolling AMP for Lensless Image Reconstruction	5
Scalable Image Compressed Sensing With Generator Networks	5
An Adversarial Learning Based Approach for 2D Unknown View Tomography	5
Gradient-Guided Isotropic MRI Reconstruction From Anisotropic Acquisitions	5
SRInpaintor: When Super-Resolution Meets Transformer for Image Inpainting	4
Online Beam Current Estimation in Particle Beam Microscopy	4
Fast Non-Stationary Deconvolution of Ultrasonic Beamformed Images for Nondestructive Testing	4
Light Field Reflection and Background Separation Network Based on Adaptive Focus Selection	4
Deep Residual Architecture Using Pixel and Feature Cues for View Synthesis and Temporal Interpolation	4
Compressive Sampling Using a Pushframe Camera	4
Contrast Saliency Information Guided Infrared and Visible Image Fusion	4
Conditional Injective Flows for Bayesian Imaging	4
An Educated Warm Start for Deep Image Prior-Based Micro CT Reconstruction	4
Light Field-Based Underwater 3D Reconstruction via Angular Re-Sampling	4
A Deep Recurrent Neural Network With FISTA Optimization for CT Metal Artifact Reduction	4
Lightweight Deep Learning Architecture for MPI Correction and Transient Reconstruction	4
Super-Iterative Image Reconstruction in PET	4
PRNet: Pyramid Restoration Network for RAW Image Super-Resolution	4
Real-Time Reconstruction of 3D Videos From Single-Photon LiDaR Data in the Presence of Obscurants	4
PALMNUT: An Enhanced Proximal Alternating Linearized Minimization Algorithm With Application to Separate Regularization of Magnitude and Phase	4
Parallel Block Compressive LiDAR Imaging	4
RDFNet: Regional Dynamic FISTA-Net for Spectral Snapshot Compressive Imaging	4
One-Bit Radar Imaging Via Adaptive Binary Iterative Hard Thresholding	4
Nonlinear Waveform Inversion for Quantitative Ultrasound	3
Deep Learning for TOF Extraction in Bone Ultrasound Tomography	3
Efficient Approximation of Jacobian Matrices Involving a Non-Uniform Fast Fourier Transform (NUFFT)	3
CodEx: A Modular Framework for Joint Temporal De-Blurring and Tomographic Reconstruction	3
Blind Motion Deblurring With Pixel-Wise Kernel Estimation via Kernel Prediction Networks	3
Towards Data-Informed Motion Artifact Reduction in Quantitative CT Using Piecewise Linear Interpolation	3
Deep Anti-Aliasing of Whole Focal Stack Using Slice Spectrum	3
Computational Super-Resolution Imaging With a Sparse Rotational Camera Array	3
Effect of Pixelation on the Parameter Estimation of Single Molecule Trajectories	3
COCOA: Combining Color Constancy Algorithms for Images and Videos	3
Sound Speed Estimation for Distributed Aberration Correction in Laterally Varying Media	3
Compressive Spectral Imaging Via Virtual Side Information	3
Modified Newton Integration Algorithm With Noise Tolerance for Image Deblurring	3
Phase-Space Function Recovery for Moving Target Imaging in SAR by Convex Optimization	3
Reduced-Space Relevance Vector Machine for Adaptive Electrical Capacitance Volume Tomography	3
SHS-GAN: Synthetic Enhancement of a Natural Hyperspectral Database	3
Photon-Limited Blind Deconvolution Using Unsupervised Iterative Kernel Estimation	3
Accelerated SPIRiT Parallel MR Image Reconstruction Based on Joint Sparsity and Sparsifying Transform Learning	3
Bounce-Flash Lidar	3
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography	3
A Memory-Efficient Self-Supervised Dynamic Image Reconstruction Method Using Neural Fields	3
Uncertainty Quantification for Deep Unrolling-Based Computational Imaging	2
Learn Stable MRI Under-Sampling Pattern With Decoupled Sampling Preference	2
Kernel Regression Imputation in Manifolds Via Bi-Linear Modeling: The Dynamic-MRI Case	2
Introducing Nonuniform Sparse Proximal Averaging Network for Seismic Reflectivity Inversion	2
High-Speed Time-Domain Diffuse Optical Tomography With a Sensitivity Equation-Based Neural Network	2
Coded Illumination for Improved Lensless Imaging	2
Denoising Particle Beam Micrographs With Plug-and-Play Methods	2
Compressive Spectral X-Ray CT Reconstruction via Deep Learning	2
Spatial Information Regularized Tensor Decomposition Framework for Super-Resolution Reconstruction of Medical MRI and Radiographs	2
DALM, Deformable Attenuation-Labeled Mesh for Tomographic Reconstruction and Segmentation	2
Joint Demosaicing and Fusion of Multiresolution Coded Acquisitions: A Unified Image Formation and Reconstruction Method	2
Gauss-Newton-Krylov for Reconstruction of Polychromatic X-Ray CT Images	2
Noise-Disentangled Single-Pixel Imaging Under Photon-Limited Conditions	2
Robust Estimation of Exposure Ratios in Multi-Exposure Image Stacks	2
Snapshot Compressive Imaging Using Domain-Factorized Deep Video Prior	2
Synthetic Aperture Imaging of Dispersive Targets	2
AIVUS: Guidewire Artifacts Inpainting for Intravascular Ultrasound Imaging With United Spatiotemporal Aggregation Learning	2
Inferring Objects From Lensless Imaging Measurements	2
Opto-Acoustic Image Reconstruction and Motion Tracking Using Convex Optimization	2
Photon-Counting CT Reconstruction With a Learned Forward Operator	2
MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging	2
Improved Sparse Signal Recovery via Adaptive Correlated Noise Model	2
Scatter Correction in X-Ray CT by Physics-Inspired Deep Learning	2
Annealed Score-Based Diffusion Model for MR Motion Artifact Reduction	2
Physics-Based Deep Learning for Imaging Neuronal Activity via Two-Photon and Light Field Microscopy	2
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part II: A Filtering-Based Framework	2
Iterative Algorithms for Joint Scatter and Attenuation Estimation From Broken Ray Transform Data	2
Slope Disparity Gating: System and Applications	2
Coupling Model- and Data-Driven Networks for CT Metal Artifact Reduction	2
A Fast Automatic Method for Deconvoluting Macro X-Ray Fluorescence Data Collected From Easel Paintings	2
Region of Interest Selection-Based Autofocusing for High Magnification Systems	2
Material Identification From Radiographs Without Energy Resolution	2