IEEE Transactions on Computational Imaging

Papers
(The TQCC of IEEE Transactions on Computational Imaging is 6. 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 2021-05-01 to 2025-05-01.)
ArticleCitations
Photon Limited Non-Blind Deblurring Using Algorithm Unrolling108
Robust Deep Compressive Sensing With Recurrent-Residual Structural Constraints59
Fast and Robust Single Particle Reconstruction in 3D Fluorescence Microscopy53
LIR-Net:Learnable Iterative Reconstruction Network for Fan Beam CT Sparse-View Reconstruction51
Deep, Convergent, Unrolled Half-Quadratic Splitting for Image Deconvolution47
The Secrets of Non-Blind Poisson Deconvolution45
FoveaSPAD: Exploiting Depth Priors for Adaptive and Efficient Single-Photon 3D Imaging42
An Adaptive Photon Count Reconstruction Algorithm for Sparse Count and Strong Noise Count Data With Low Signal Background Ratio40
Material Identification From Radiographs Without Energy Resolution31
MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging28
Towards Data-Informed Motion Artifact Reduction in Quantitative CT Using Piecewise Linear Interpolation28
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography28
Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction28
Light Field Image Super-Resolution Network via Joint Spatial-Angular and Epipolar Information25
Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization24
Low-Light Image Enhancement via Implicit Priors Regularized Illumination Optimization24
Online Beam Current Estimation in Particle Beam Microscopy23
SparseAlign: A Grid-Free Algorithm for Automatic Marker Localization and Deformation Estimation in Cryo-Electron Tomography23
HoloFormer: Contrastive Regularization Based Transformer for Holographic Image Reconstruction23
Deep Learned Non-Linear Propagation Model Regularizer for Compressive Spectral Imaging22
Single-Pass Object-Adaptive Data Undersampling and Reconstruction for MRI21
Towards Single-Lens Controllable Depth-of-Field Imaging via Depth-Aware Point Spread Functions21
A Hybrid Polarization Image Demosaicking Algorithm Based on Inter-Channel Correlation20
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: A Matrix-Completion Framework19
PAN-Guided Band-Aware Multi-Spectral Feature Enhancement for Pan-Sharpening19
Iterative Approach to Reconstructing Neural Disparity Fields From Light-Field Data18
Real-Time Reconstruction of 3D Videos From Single-Photon LiDaR Data in the Presence of Obscurants18
SRInpaintor: When Super-Resolution Meets Transformer for Image Inpainting18
Compressive Synthetic Aperture Radar Imaging and Autofocusing by Augmented Lagrangian Methods18
Multispectral and Hyperspectral Image Fusion with Spectrally Varying Blurs and MM Algorithm17
Dual-Stream Adaptive Convergent Low-Light Image Enhancement Network Based on Frequency Perception17
Simultaneous Multifrequency Demodulation for Single-Shot Multiple-Path ToF Imaging17
Inverse Multislice Ptychography by Layer-Wise Optimisation and Sparse Matrix Decomposition17
dO: A Differentiable Engine for Deep Lens Design of Computational Imaging Systems17
Compressive Spectral X-Ray CT Reconstruction via Deep Learning17
Region-of-Interest Prioritised Sampling for Constrained Autonomous Exploration Systems16
Deep Motion Regularizer for Video Snapshot Compressive Imaging16
Provable Probabilistic Imaging Using Score-Based Generative Priors16
AIVUS: Guidewire Artifacts Inpainting for Intravascular Ultrasound Imaging With United Spatiotemporal Aggregation Learning16
Full-Wave Simulations of Tomographic Optical Imaging Through Augmented Partial Factorization15
High Resolution LED-Based Snapshot Compressive Spectral Video Imaging With Deep Neural Networks15
EgeFusion: Towards Edge Gradient Enhancement in Infrared and Visible Image Fusion With Multi-Scale Transform15
Estimation-Denoising Integration Network Architecture With Updated Parameter for MRI Reconstruction15
Kernel Regression Imputation in Manifolds Via Bi-Linear Modeling: The Dynamic-MRI Case15
Clip-Driven Universal Model for Multi-Material Decomposition in Dual-Energy CT15
Light Field Reflection and Background Separation Network Based on Adaptive Focus Selection14
Nest-DGIL: Nesterov-Optimized Deep Geometric Incremental Learning for CS Image Reconstruction14
Introducing Nonuniform Sparse Proximal Averaging Network for Seismic Reflectivity Inversion14
Snapshot Compressive Imaging Using Domain-Factorized Deep Video Prior14
Enhanced Single Pixel Imaging by Using Adaptive Jointly Optimized Conditional Diffusion13
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part II: A Filtering-Based Framework13
Deep Learning for TOF Extraction in Bone Ultrasound Tomography13
Distributed Stochastic Optimization of a Neural Representation Network for Time-Space Tomography Reconstruction13
Physics-Based Deep Learning for Imaging Neuronal Activity via Two-Photon and Light Field Microscopy13
An Inverse-Problem Approach to the Estimation of Despeckled and Deconvolved Images From Radio-Frequency Signals in Pulse-Echo Ultrasound13
Spatial-Angular Versatile Convolution for Light Field Reconstruction12
Sparse-View Cone Beam CT Reconstruction Using Data-Consistent Supervised and Adversarial Learning From Scarce Training Data12
Interferometric Lensless Imaging: Rank-One Projections of Image Frequencies With Speckle Illuminations11
ADMMNet-Based Deep Unrolling Method for Ghost Imaging11
Extended Polar Format Algorithm for Non-Planar Target Imaging With DSM11
Truncated Residual Based Plug-and-Play ADMM Algorithm for MRI Reconstruction10
Statistical Stability of Correlation Based Imaging Algorithms10
List of Reviewers10
Deep Network Cascade for Dynamic Cardiac MRI Reconstruction With Motion Feature Incorporation and the Fourier Neural Attention10
High-generalized Unfolding Model with Coupled Spatial-Spectral Transformer for Hyperspectral Image Reconstruction10
Neuromorphic Imaging With Density-Based Spatiotemporal Denoising10
Enhanced Light Field Reconstruction by Combining Disparity and Texture Information in PSVs via Disparity-Guided Fusion10
Uncertainty Quantification for Deep Unrolling-Based Computational Imaging9
Quantitative Phase and Absorption Contrast Imaging9
RIRO: From Retinex-Inspired Reconstruction Optimization Model to Deep Low-Light Image Enhancement Unfolding Network8
Injected Infrared and Visible Image Fusion via $L_{1}$ Decomposition Model and Guided Filtering8
High-Accuracy Image Formation Model for Coded Aperture Snapshot Spectral Imaging8
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction8
Side Information-Assisted Low-Dose CT Reconstruction8
NAS Powered Deep Image Prior for Electrical Impedance Tomography8
A Computationally Light MUSIC Based Algorithm for Automotive RADARs8
Cytopathology Image Super-Resolution of Portable Microscope Based on Convolutional Window-Integration Transformer8
Hierarchical Edge Refinement Network for Guided Depth Map Super-Resolution8
High Resolution Diffuse Optical Tomography via Neural Fields8
Learning Task-Specific Strategies for Accelerated MRI7
Interpretable Deep Attention Prior for Image Restoration and Enhancement7
Multi-Layered Surface Estimation for Low-Cost Optical Coherence Tomography7
Compact Representation of Light Field Data for Refocusing and Focal Stack Reconstruction Using Depth Adaptive Multi-CNN7
Spatially Varying Exposure With 2-by-2 Multiplexing: Optimality and Universality7
Learning to Describe Scenes via Privacy-Aware Designed Optical Lens7
Learning Multiscale Convolutional Dictionaries for Image Reconstruction7
Nonlocal Tensor Decomposition With Joint Low Rankness and Smoothness for Spectral CT Image Reconstruction6
Sound Speed Estimation for Distributed Aberration Correction in Laterally Varying Media6
Zero-Shot Image Denoising for High-Resolution Electron Microscopy6
A Unifying Approach to Inverse Problems of Ultrasound Beamforming and Deconvolution6
GAPMSF-Net: Generalized Alternating Projection With Multi-Stage Fusion Network for Snapshot Compressive Imaging6
Wavenumber Domain 2-D Separable Data Reformatting Algorithm for High Squint Spotlight SAR6
Stability of Image-Reconstruction Algorithms6
Non-Sparse SAR Imaging From Quadrature Compressive Measurements Based on Magnitude-Phase Separation6
Dual-Feature Frequency Component Compression Method for Accelerating Reconstruction in Magnetic Particle Imaging6
PAH2T-Former: Paired-Attention Hybrid Hierarchical Transformer for Synergistically Enhanced FMT Reconstruction Quality and Efficiency6
Single-Image HDR Reconstruction Assisted Ghost Suppression and Detail Preservation Network for Multi-Exposure HDR Imaging6
Inferring Objects From Lensless Imaging Measurements6
The Potential of Phase Constraints for Non-Fourier Radiofrequency-Encoded MRI6
0.050823926925659