IEEE Transactions on Computational Imaging

Article	Citations
Classification Saliency-Based Rule for Visible and Infrared Image Fusion	87
GAN-FM: Infrared and Visible Image Fusion Using GAN With Full-Scale Skip Connection and Dual Markovian Discriminators	71
Deep Equilibrium Architectures for Inverse Problems in Imaging	54
AdaIN-Based Tunable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising	44
Accelerated MRI With Un-Trained Neural Networks	43
Scalable Plug-and-Play ADMM With Convergence Guarantees	41
CryoGAN: A New Reconstruction Paradigm for Single-Particle Cryo-EM Via Deep Adversarial Learning	36
SMFuse: Multi-Focus Image Fusion Via Self-Supervised Mask-Optimization	34
CoIL: Coordinate-Based Internal Learning for Tomographic Imaging	31
Injected Infrared and Visible Image Fusion via $L_{1}$ Decomposition Model and Guided Filtering	30
Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization	30
Mosaic Convolution-Attention Network for Demosaicing Multispectral Filter Array Images	28
CD-Net: Comprehensive Domain Network With Spectral Complementary for DECT Sparse-View Reconstruction	26
Plug-and-Play Synthetic Aperture Radar Image Formation Using Deep Priors	26
Holographic 3D Particle Imaging With Model-Based Deep Network	25
SPECIAL: Single-Shot Projection Error Correction Integrated Adversarial Learning for Limited-Angle CT	24
Deep Coded Aperture Design: An End-to-End Approach for Computational Imaging Tasks	24
Deep Unfolding Network for Spatiospectral Image Super-Resolution	24
Robust and Guided Bayesian Reconstruction of Single-Photon 3D Lidar Data: Application to Multispectral and Underwater Imaging	23
Micro-Lens Image Stack Upsampling for Densely-Sampled Light Field Reconstruction	22
Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse Problems	21
Keyhole Imaging: Non-Line-of-Sight Imaging and Tracking of Moving Objects Along a Single Optical Path	21
Fixed-Point and Objective Convergence of Plug-and-Play Algorithms	21
Two-Dimensional Non-Line-of-Sight Scene Estimation From a Single Edge Occluder	21
Closing the Gap of Simulation to Reality in Electromagnetic Imaging of Brain Strokes via Deep Neural Networks	21

LightingNet: An Integrated Learning Method for Low-Light Image Enhancement	21
Low-Light Demosaicking and Denoising for Small Pixels Using Learned Frequency Selection	21
Learning to Reconstruct Confocal Microscopy Stacks From Single Light Field Images	20
Deep Learning for Camera Autofocus	20
Model Adaptation for Inverse Problems in Imaging	20
Green Fluorescent Protein and Phase Contrast Image Fusion Via Detail Preserving Cross Network	18
Electromagnetic Inverse Scattering With Perceptual Generative Adversarial Networks	18
Robust Reconstruction With Deep Learning to Handle Model Mismatch in Lensless Imaging	18
Cycle-Free CycleGAN Using Invertible Generator for Unsupervised Low-Dose CT Denoising	17
Polyblur: Removing Mild Blur by Polynomial Reblurring	16
A Sketching Framework for Reduced Data Transfer in Photon Counting Lidar	16
Deep Amended Gradient Descent for Efficient Spectral Reconstruction From Single RGB Images	16
AIFNet: All-in-Focus Image Restoration Network Using a Light Field-Based Dataset	16
Multi-Scale Deep Compressive Imaging	15
Light Field Reconstruction Using Efficient Pseudo 4D Epipolar-Aware Structure	15
Deep Learning With Adaptive Hyper-Parameters for Low-Dose CT Image Reconstruction	15
SGD-Net: Efficient Model-Based Deep Learning With Theoretical Guarantees	15
Three-Dimensional Polarimetric InISAR Imaging of Non-Cooperative Targets	14
Missing Cone Artifact Removal in ODT Using Unsupervised Deep Learning in the Projection Domain	14
Image Denoising for Low-Dose CT via Convolutional Dictionary Learning and Neural Network	14
Joint Inversion of Electromagnetic and Acoustic Data With Edge-Preserving Regularization for Breast Imaging	14
dO: A Differentiable Engine for Deep Lens Design of Computational Imaging Systems	14
Through-the-Wall Radar Imaging Based on Bayesian Compressive Sensing Exploiting Multipath and Target Structure	14
Truncated Residual Based Plug-and-Play ADMM Algorithm for MRI Reconstruction	13
Deep Manifold Learning for Dynamic MR Imaging	13
Compressible Latent-Space Invertible Networks for Generative Model-Constrained Image Reconstruction	13
Data and Image Prior Integration for Image Reconstruction Using Consensus Equilibrium	13
Enhanced Nonconvex Low-Rank Approximation of Tensor Multi-Modes for Tensor Completion	13
Task-Specific Trajectory Optimisation for Twin-Robotic X-Ray Tomography	13
CAS: Correlation Adaptive Sparse Modeling for Image Denoising	13
iToF2dToF: A Robust and Flexible Representation for Data-Driven Time-of-Flight Imaging	13
Distributed Optimization for Nonrigid Nano-Tomography	13
SRNSSI: A Deep Light-Weight Network for Single Image Super Resolution Using Spatial and Spectral Information	13
Video-SAR Imaging of Dynamic Scenes Using Low-Rank and Sparse Decomposition	12
Time-Resolved Focused Ion Beam Microscopy: Modeling, Estimation Methods, and Analyses	12
Tensor Completion Via Collaborative Sparse and Low-Rank Transforms	12
Multi-Slice Fusion for Sparse-View and Limited-Angle 4D CT Reconstruction	11
Multi-Resolution Data Fusion for Super Resolution Imaging	11
Recovery of Conformational Continuum From Single-Particle Cryo-EM Images: Optimization of ManifoldEM Informed by Ground Truth	11
Deep Denoising for Scientific Discovery: A Case Study in Electron Microscopy	11
AS-Net: Fast Photoacoustic Reconstruction With Multi-Feature Fusion From Sparse Data	11
High-Resolution Multi-Spectral Imaging With Diffractive Lenses and Learned Reconstruction	11
Stochastic Higher-Order Independent Component Analysis for Hyperspectral Dimensionality Reduction	10
Blind NCS-Based Autofocus for Airborne Wide-Beam SAR Imaging	10
Constrained Predictive Filters for Single Image Bokeh Rendering	10
Hyperspectral Imagery Spatial Super-Resolution Using Generative Adversarial Network	10
A Reliable Deep Learning Scheme for Nonlinear Reconstructions in Electrical Impedance Tomography	10
Learning Multiscale Convolutional Dictionaries for Image Reconstruction	10
Spatial-Angular Versatile Convolution for Light Field Reconstruction	10
Fast Unmixing and Change Detection in Multitemporal Hyperspectral Data	10

Photon Limited Non-Blind Deblurring Using Algorithm Unrolling	10
Adaptive and Progressive Multispectral Image Demosaicking	9
DDPTransformer: Dual-Domain With Parallel Transformer Network for Sparse View CT Image Reconstruction	9
A Fast Tensor Completion Method Based on Tensor QR Decomposition and Tensor Nuclear Norm Minimization	9
WNet: A Data-Driven Dual-Domain Denoising Model for Sparse-View Computed Tomography With a Trainable Reconstruction Layer	9
BUSIFusion: Blind Unsupervised Single Image Fusion of Hyperspectral and RGB Images	9
Snapshot Coherence Tomographic Imaging	9
Light Field Image Super-Resolution Network via Joint Spatial-Angular and Epipolar Information	9
High-Resolution ISAR Imaging for Maneuvering Targets Based on Iterative Adaptive Processing	9
Physics-Guided Loss Functions Improve Deep Learning Performance in Inverse Scattering	9
When de Prony Met Leonardo: An Automatic Algorithm for Chemical Element Extraction From Macro X-Ray Fluorescence Data	9
Image Reconstruction Based on Fractional Tikhonov Framework for Planar Array Capacitance Sensor	8
CTIS-Net: A Neural Network Architecture for Compressed Learning Based on Computed Tomography Imaging Spectrometers	8
EasySpec: Automatic Specular Reflection Detection and Suppression From Endoscopic Images	8
Multi-Frame Constrained Block Sparse Bayesian Learning for Flexible Tactile Sensing Using Electrical Impedance Tomography	8
Efficient $\ell ^0$ Gradient-Based Super-Resolution for Simplified Image Segmentation	8
Four-Dimensional Wide-Field Ultrasound Reconstruction System With Sparse Respiratory Signal Matching	8
Learning Low-Dimensional Models of Microscopes	7
PAN-Guided Band-Aware Multi-Spectral Feature Enhancement for Pan-Sharpening	7
Alternating Learning Approach for Variational Networks and Undersampling Pattern in Parallel MRI Applications	7
A Comparison of Time-Domain and Frequency-Domain Microwave Imaging of Experimental Targets	7
Luminance-Depth Reconstruction From Compressed Time-of-Flight Histograms	7
Photon-Efficient Non-Line-of-Sight Imaging	7
Compressive Synthetic Aperture Radar Imaging and Autofocusing by Augmented Lagrangian Methods	7
Beyond Camera Motion Blur Removing: How to Handle Outliers in Deblurring	7
Informational Lithography Approach Based on Source and Mask Optimization	6
Superpixel Guided Network for Three-Dimensional Stereo Matching	6
Depth Estimation and Image Restoration by Deep Learning From Defocused Images	6
Total Utility Metric Based Dictionary Pruning for Sparse Hyperspectral Unmixing	6
Wasserstein Patch Prior for Image Superresolution	6
Resolution Enhancement of UWB Time-Reversal Microwave Imaging in Dispersive Environments	6
Multi-Mask Camera Model for Compressed Acquisition of Light Fields	6
Attention-Guided Polarization Image Fusion Using Salient Information Distribution	6
Dual-Feature Frequency Component Compression Method for Accelerating Reconstruction in Magnetic Particle Imaging	6
Inverse Multislice Ptychography by Layer-Wise Optimisation and Sparse Matrix Decomposition	6
Exposure-Referred Signal-to-Noise Ratio for Digital Image Sensors	6
Rapid Whole Slide Imaging via Dual-Shot Deep Autofocusing	6
Accelerated Phase Shifting for Structured Illumination Microscopy Based on Deep Learning	5
Vignetting Correction Based on a Two-Dimensional Gaussian Filter With Harmony for Area Array Sensors	5
A Microwave Time Reversal Algorithm for Imaging Extended Defects in Dielectric Composites	5
A New Nonlinear Sparse Optimization Framework in Ultrasound-Modulated Optical Tomography	5
A Tripartite Data-Driven Approach for Wide-Band Electromagnetic Imaging	5
EVA$^{2}$: Event-Assisted Video Frame Interpolation via Cross-Modal Alignment and Aggregation	5
Multi-Stream Progressive Restoration for Low-Light Light Field Enhancement and Denoising	5
Weighted Tensor Low-Rankness and Learnable Analysis Sparse Representation Model for Texture Preserving Low-Dose CT Reconstruction	5
Fast Task-Based Adaptive Sampling for 3D Single-Photon Multispectral Lidar Data	5
Self-Gated Memory Recurrent Network for Efficient Scalable HDR Deghosting	5
Magnetic Resonance Spectroscopy Deep Learning Denoising Using Few in Vivo Data	5
Online Training of Stereo Self-Calibration Using Monocular Depth Estimation	5
A Theoretical Framework for Self-Supervised MR Image Reconstruction Using Sub-Sampling via Variable Density Noisier2Noise	5
Hybrid Approaches in Microwave Imaging Using Quantitative Time- and Frequency-Domain Algorithms	5
Sparse-View Cone Beam CT Reconstruction Using Data-Consistent Supervised and Adversarial Learning From Scarce Training Data	4
Deep Light Field Acquisition Using Learned Coded Mask Distributions for Color Filter Array Sensors	4
Super-Iterative Image Reconstruction in PET	4
Fast Non-Stationary Deconvolution of Ultrasonic Beamformed Images for Nondestructive Testing	4
Unrolled Wirtinger Flow With Deep Decoding Priors for Phaseless Imaging	4
Self-Supervised Learning of Monocular Depth Estimation Based on Progressive Strategy	4
What Does a One-Bit Quanta Image Sensor Offer?	4
Poisson Phase Retrieval in Very Low-Count Regimes	4
Learning Sub-Pixel Disparity Distribution for Light Field Depth Estimation	4
High-Accuracy Image Formation Model for Coded Aperture Snapshot Spectral Imaging	4
A Deep Unfolding Method for Satellite Super Resolution	4
Fast Low Rank Column-Wise Compressive Sensing for Accelerated Dynamic MRI	4
Group Shuffle and Spectral-Spatial Fusion for Hyperspectral Image Super-Resolution	4
Multiview Scattering Scanning Imaging Confocal Microscopy Through a Multimode Fiber	4
Combining Two-Layer Semi-Three-Dimensional Reconstruction and Multi-Wavelength Image Fusion for Functional Diffuse Optical Tomography	4
Consensus and Sectioning-Based ADMM With Norm-1 Regularization for Imaging With a Compressive Reflector Antenna	4
TOP-CT: Trajectory With Overlapping Projections X-Ray Computed Tomography	3
Reduced-Space Relevance Vector Machine for Adaptive Electrical Capacitance Volume Tomography	3
Real-Time Dense Field Phase-to-Space Simulation of Imaging Through Atmospheric Turbulence	3
Shift-Invariant-Subspace Discretization and Volume Reconstruction for Light Field Microscopy	3
3D Location and Trajectory Reconstruction of a Moving Object Behind Scattering Media	3
Compressive Sampling Using a Pushframe Camera	3
Compressive Spectral Imaging Via Virtual Side Information	3
SRInpaintor: When Super-Resolution Meets Transformer for Image Inpainting	3
Meta-Learning Based Interactively Connected Clique U-Net for Quantitative Susceptibility Mapping	3
Online Beam Current Estimation in Particle Beam Microscopy	3
PALMNUT: An Enhanced Proximal Alternating Linearized Minimization Algorithm With Application to Separate Regularization of Magnitude and Phase	3
Provable General Bounded Denoisers for Snapshot Compressive Imaging With Convergence Guarantee	3
High-Fidelity MRI Reconstruction Using Adaptive Spatial Attention Selection and Deep Data Consistency Prior	3

Learning Image Formation and Regularization in Unrolling AMP for Lensless Image Reconstruction	3
A Deep Recurrent Neural Network With FISTA Optimization for CT Metal Artifact Reduction	3
Probabilistic Modeling and Inference for Sequential Space-Varying Blur Identification	3
Photon-Limited Blind Deconvolution Using Unsupervised Iterative Kernel Estimation	3
One-Bit Radar Imaging Via Adaptive Binary Iterative Hard Thresholding	3
An Adversarial Learning Based Approach for 2D Unknown View Tomography	3
Photoacoustic Reconstruction Using Sparsity in Curvelet Frame: Image Versus Data Domain	3
Reconstructing Clear Image for High-Speed Motion Scene With a Retina-Inspired Spike Camera	3
An Educated Warm Start for Deep Image Prior-Based Micro CT Reconstruction	3
Bayesian Inversion for Nonlinear Imaging Models Using Deep Generative Priors	3
Parallel Block Compressive LiDAR Imaging	3
Adaptive Illumination Based Depth Sensing Using Deep Superpixel and Soft Sampling Approximation	3
Scalable Image Compressed Sensing With Generator Networks	3
Deep Residual Architecture Using Pixel and Feature Cues for View Synthesis and Temporal Interpolation	3
Super-Resolution Hyperspectral Reconstruction With Majorization-Minimization Algorithm and Low-Rank Approximation	3
Imaging Through the Atmosphere Using Turbulence Mitigation Transformer	3
Self-Supervised Coordinate Projection Network for Sparse-View Computed Tomography	3
Single-Pass Object-Adaptive Data Undersampling and Reconstruction for MRI	3
Joint Retrospective Motion Correction and Reconstruction for Brain MRI With a Reference Contrast	3
An Ultra-sparse View CT Imaging Method Based on X-ray2CTNet	3