IEEE Transactions on Computational Imaging

Papers
(The TQCC of IEEE Transactions on Computational Imaging is 9. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-07-01 to 2024-07-01.)
ArticleCitations
Classification Saliency-Based Rule for Visible and Infrared Image Fusion115
GAN-FM: Infrared and Visible Image Fusion Using GAN With Full-Scale Skip Connection and Dual Markovian Discriminators95
Deep Equilibrium Architectures for Inverse Problems in Imaging61
AdaIN-Based Tunable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising55
Accelerated MRI With Un-Trained Neural Networks52
Scalable Plug-and-Play ADMM With Convergence Guarantees48
LightingNet: An Integrated Learning Method for Low-Light Image Enhancement42
Injected Infrared and Visible Image Fusion via $L_{1}$ Decomposition Model and Guided Filtering41
CoIL: Coordinate-Based Internal Learning for Tomographic Imaging39
SMFuse: Multi-Focus Image Fusion Via Self-Supervised Mask-Optimization38
CryoGAN: A New Reconstruction Paradigm for Single-Particle Cryo-EM Via Deep Adversarial Learning38
Mosaic Convolution-Attention Network for Demosaicing Multispectral Filter Array Images36
Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization32
CD-Net: Comprehensive Domain Network With Spectral Complementary for DECT Sparse-View Reconstruction28
Plug-and-Play Synthetic Aperture Radar Image Formation Using Deep Priors28
Holographic 3D Particle Imaging With Model-Based Deep Network28
Deep Unfolding Network for Spatiospectral Image Super-Resolution27
Deep Coded Aperture Design: An End-to-End Approach for Computational Imaging Tasks27
Model Adaptation for Inverse Problems in Imaging26
SPECIAL: Single-Shot Projection Error Correction Integrated Adversarial Learning for Limited-Angle CT26
Keyhole Imaging: Non-Line-of-Sight Imaging and Tracking of Moving Objects Along a Single Optical Path25
Fixed-Point and Objective Convergence of Plug-and-Play Algorithms24
Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse Problems23
Closing the Gap of Simulation to Reality in Electromagnetic Imaging of Brain Strokes via Deep Neural Networks23
Robust and Guided Bayesian Reconstruction of Single-Photon 3D Lidar Data: Application to Multispectral and Underwater Imaging23
Micro-Lens Image Stack Upsampling for Densely-Sampled Light Field Reconstruction23
Image Denoising for Low-Dose CT via Convolutional Dictionary Learning and Neural Network23
Two-Dimensional Non-Line-of-Sight Scene Estimation From a Single Edge Occluder23
Low-Light Demosaicking and Denoising for Small Pixels Using Learned Frequency Selection22
Robust Reconstruction With Deep Learning to Handle Model Mismatch in Lensless Imaging22
Deep Learning for Camera Autofocus21
Learning to Reconstruct Confocal Microscopy Stacks From Single Light Field Images20
dO: A Differentiable Engine for Deep Lens Design of Computational Imaging Systems20
Electromagnetic Inverse Scattering With Perceptual Generative Adversarial Networks20
Cycle-Free CycleGAN Using Invertible Generator for Unsupervised Low-Dose CT Denoising20
AIFNet: All-in-Focus Image Restoration Network Using a Light Field-Based Dataset19
Green Fluorescent Protein and Phase Contrast Image Fusion Via Detail Preserving Cross Network19
Deep Manifold Learning for Dynamic MR Imaging18
Polyblur: Removing Mild Blur by Polynomial Reblurring18
Truncated Residual Based Plug-and-Play ADMM Algorithm for MRI Reconstruction17
Deep Amended Gradient Descent for Efficient Spectral Reconstruction From Single RGB Images17
Three-Dimensional Polarimetric InISAR Imaging of Non-Cooperative Targets17
A Sketching Framework for Reduced Data Transfer in Photon Counting Lidar17
SGD-Net: Efficient Model-Based Deep Learning With Theoretical Guarantees17
Data and Image Prior Integration for Image Reconstruction Using Consensus Equilibrium16
Deep Learning With Adaptive Hyper-Parameters for Low-Dose CT Image Reconstruction16
Through-the-Wall Radar Imaging Based on Bayesian Compressive Sensing Exploiting Multipath and Target Structure16
Multi-Scale Deep Compressive Imaging16
DDPTransformer: Dual-Domain With Parallel Transformer Network for Sparse View CT Image Reconstruction16
Light Field Reconstruction Using Efficient Pseudo 4D Epipolar-Aware Structure16
iToF2dToF: A Robust and Flexible Representation for Data-Driven Time-of-Flight Imaging16
Joint Inversion of Electromagnetic and Acoustic Data With Edge-Preserving Regularization for Breast Imaging16
Stochastic Higher-Order Independent Component Analysis for Hyperspectral Dimensionality Reduction15
Missing Cone Artifact Removal in ODT Using Unsupervised Deep Learning in the Projection Domain15
Enhanced Nonconvex Low-Rank Approximation of Tensor Multi-Modes for Tensor Completion15
Task-Specific Trajectory Optimisation for Twin-Robotic X-Ray Tomography15
AS-Net: Fast Photoacoustic Reconstruction With Multi-Feature Fusion From Sparse Data15
Compressible Latent-Space Invertible Networks for Generative Model-Constrained Image Reconstruction15
WNet: A Data-Driven Dual-Domain Denoising Model for Sparse-View Computed Tomography With a Trainable Reconstruction Layer15
Blind NCS-Based Autofocus for Airborne Wide-Beam SAR Imaging14
Spatial-Angular Versatile Convolution for Light Field Reconstruction14
SRNSSI: A Deep Light-Weight Network for Single Image Super Resolution Using Spatial and Spectral Information14
Tensor Completion Via Collaborative Sparse and Low-Rank Transforms14
CAS: Correlation Adaptive Sparse Modeling for Image Denoising14
Constrained Predictive Filters for Single Image Bokeh Rendering13
Multi-Slice Fusion for Sparse-View and Limited-Angle 4D CT Reconstruction13
Light Field Image Super-Resolution Network via Joint Spatial-Angular and Epipolar Information13
Distributed Optimization for Nonrigid Nano-Tomography13
Adaptive and Progressive Multispectral Image Demosaicking12
Physics-Guided Loss Functions Improve Deep Learning Performance in Inverse Scattering12
Time-Resolved Focused Ion Beam Microscopy: Modeling, Estimation Methods, and Analyses12
Deep Denoising for Scientific Discovery: A Case Study in Electron Microscopy12
Video-SAR Imaging of Dynamic Scenes Using Low-Rank and Sparse Decomposition12
Multi-Resolution Data Fusion for Super Resolution Imaging12
Learning Multiscale Convolutional Dictionaries for Image Reconstruction12
Image Reconstruction Based on Fractional Tikhonov Framework for Planar Array Capacitance Sensor11
A Fast Tensor Completion Method Based on Tensor QR Decomposition and Tensor Nuclear Norm Minimization11
High-Resolution Multi-Spectral Imaging With Diffractive Lenses and Learned Reconstruction11
Snapshot Coherence Tomographic Imaging11
Alternating Learning Approach for Variational Networks and Undersampling Pattern in Parallel MRI Applications11
EasySpec: Automatic Specular Reflection Detection and Suppression From Endoscopic Images11
Recovery of Conformational Continuum From Single-Particle Cryo-EM Images: Optimization of ManifoldEM Informed by Ground Truth11
Photon Limited Non-Blind Deblurring Using Algorithm Unrolling11
Four-Dimensional Wide-Field Ultrasound Reconstruction System With Sparse Respiratory Signal Matching10
BUSIFusion: Blind Unsupervised Single Image Fusion of Hyperspectral and RGB Images10
When de Prony Met Leonardo: An Automatic Algorithm for Chemical Element Extraction From Macro X-Ray Fluorescence Data10
A Reliable Deep Learning Scheme for Nonlinear Reconstructions in Electrical Impedance Tomography10
Luminance-Depth Reconstruction From Compressed Time-of-Flight Histograms10
High-Resolution ISAR Imaging for Maneuvering Targets Based on Iterative Adaptive Processing10
PAN-Guided Band-Aware Multi-Spectral Feature Enhancement for Pan-Sharpening10
Fast Unmixing and Change Detection in Multitemporal Hyperspectral Data10
Hyperspectral Imagery Spatial Super-Resolution Using Generative Adversarial Network10
Depth Estimation and Image Restoration by Deep Learning From Defocused Images10
Efficient $\ell ^0$ Gradient-Based Super-Resolution for Simplified Image Segmentation9
Microwave Imaging With Novel Time-Domain Clutter Removal Algorithm Using High Gain Antennas for Concealed Object Detections9
Photon-Efficient Non-Line-of-Sight Imaging9
Rapid Whole Slide Imaging via Dual-Shot Deep Autofocusing9
Compressive Synthetic Aperture Radar Imaging and Autofocusing by Augmented Lagrangian Methods9
Multi-Frame Constrained Block Sparse Bayesian Learning for Flexible Tactile Sensing Using Electrical Impedance Tomography9
Attention-Guided Polarization Image Fusion Using Salient Information Distribution9
CTIS-Net: A Neural Network Architecture for Compressed Learning Based on Computed Tomography Imaging Spectrometers9
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