IEEE Transactions on Computational Imaging

Article	Citations
High-Throughput Decomposition-Inspired Deep Unfolding Network for Image Compressed Sensing	104
CSA-FCN: Channel- and Spatial-Gated Attention Mechanism Based Fully Complex-Valued Neural Network for System Matrix Calibration in Magnetic Particle Imaging	57
SLBL-PU: Shadow-Based Layer-by-Layer Phase Unwrapping for Efficient 3D Measurement	47
Cytopathology Image Super-Resolution of Portable Microscope Based on Convolutional Window-Integration Transformer	47
Dual Bidirectional Feature Enhancement Network for Continuous Space-Time Video Super-Resolution	45
Denoising Knowledge Transfer Model for Zero-Shot MRI Reconstruction	42
RIRO: From Retinex-Inspired Reconstruction Optimization Model to Deep Low-Light Image Enhancement Unfolding Network	39
Side Information-Assisted Low-Dose CT Reconstruction	37
FoveaSPAD: Exploiting Depth Priors for Adaptive and Efficient Single-Photon 3D Imaging	26
Decoupling Image Deblurring Into Twofold: A Hierarchical Model for Defocus Deblurring	26
TMSST-RID: A Target-Oriented SAR-ISAR Imaging Method Based on Synchrosqueezing	26
Relaxation-Based Super-Resolution Method in Pulsed Magnetic Particle Imaging	25
A Single-Pixel Imaging Based Stereo Deflectometry for 3D Reconstruction of Free-Form Transparent Objects With Parasitic Reflections	24
An Adaptive Photon Count Reconstruction Algorithm for Sparse Count and Strong Noise Count Data With Low Signal Background Ratio	24
Joint Demosaicing and Fusion of Multiresolution Coded Acquisitions: A Unified Image Formation and Reconstruction Method	24
Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing	22
TPU Based Deep Learning Image Enhancement for Real-Time Point-of-Care Ultrasound	22
Spectral Memory-Enhanced Network With Local Non-Local and Low-Rank Priors for Hyperspectral Image Compressive Imaging	21
DTDeMo: A Deep Learning-Based Two-Stage Image Demosaicing Model With Interpolation and Enhancement	21
Progressive Self-Supervised Learning for CASSI Computational Spectral Cameras	21
Memory-Efficient Model-Based Deep Learning With Convergence and Robustness Guarantees	20
Exposure-Referred Signal-to-Noise Ratio for Digital Image Sensors	20
Complex Valued Long Short Term Memory Based Architecture for Frequency Domain Photoacoustic Imaging	19
Fast and Robust Single Particle Reconstruction in 3D Fluorescence Microscopy	19
Extended Depth-of-Field Lensless Imaging Using an Optimized Radial Mask	18

An Ultra-sparse View CT Imaging Method Based on X-ray2CTNet	18
Material Identification From Radiographs Without Energy Resolution	17
Quantitative Phase and Absorption Contrast Imaging	17
Joint Reconstruction and Spatial Super-Resolution of Hyper-Spectral CTIS Images via Multi-Scale Refinement	17
Deep Regularized Compound Gaussian Network for Solving Linear Inverse Problems	16
Deep, Convergent, Unrolled Half-Quadratic Splitting for Image Deconvolution	16
GraphEIT: Unsupervised Graph Neural Networks for Electrical Impedance Tomography	15
Light Field Reconstruction Using Efficient Pseudo 4D Epipolar-Aware Structure	15
Injected Infrared and Visible Image Fusion via $L_{1}$ Decomposition Model and Guided Filtering	15
Photon Limited Non-Blind Deblurring Using Algorithm Unrolling	15
Robust Deep Compressive Sensing With Recurrent-Residual Structural Constraints	15
Single-Shot Tomography of Discrete Dynamic Objects	15
Spectral2Spectral: Image-Spectral Similarity Assisted Deep Spectral CT Reconstruction Without Reference	14
Joint Translational Motion Compensation and High-Resolution ISAR Imaging Based on Sparse Bayesian Learning	14
Craniofacial Volumetric Image Estimation From a Lateral Cephalogram Using Cross-Dimensional Discrete Embedding Mapping	14
Constrained Predictive Filters for Single Image Bokeh Rendering	14
An Educated Warm Start for Deep Image Prior-Based Micro CT Reconstruction	14
Statistical Stability of Correlation Based Imaging Algorithms	14
IEEE Signal Processing Society Information	14
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography	14
Uncertainty Quantification for Deep Unrolling-Based Computational Imaging	14
Bistatic Forward-Looking SAR Imaging of Uniformly Moving Target Based on Improved BP Algorithm	13
Differentiable Uncalibrated Imaging	13
An Efficient Method for Modelling Millimeter-Wave Scan for Security Screening of Humans	13
Ultrasonic Imaging Through Aberrating Layers Using Covariance Matching	13
LIR-Net:Learnable Iterative Reconstruction Network for Fan Beam CT Sparse-View Reconstruction	12
Disparity Computation With Low Intensity Quantization on Stereo Image Pairs	12
SVRNet: First Investigation of Single-View Reconstruction Network for Fluorescence Molecular Tomography	12
Hierarchical Edge Refinement Network for Guided Depth Map Super-Resolution	11
A Study on Establishing a Dynamic Color Schlieren System to Observe Airflow and Predict Temperature Changes	11
Depth Estimation From a Single Optical Encoded Image Using a Learned Colored-Coded Aperture	11
Local-Global Dynamic Filtering Network for Video Super-Resolution	10
A Box-Spline Framework for Inverse Problems With Continuous-Domain Sparsity Constraints	10
RED-PSM: Regularization by Denoising of Factorized Low Rank Models for Dynamic Imaging	10
Improved Sparse Signal Recovery via Adaptive Correlated Noise Model	10
The Secrets of Non-Blind Poisson Deconvolution	10
Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction	9
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction	9
GroupCDL: Interpretable Denoising and Compressed Sensing MRI via Learned Group-Sparsity and Circulant Attention	9
Looking Around Flatland: End-to-End 2D Real-Time NLOS Imaging	9
Wavenumber Spectrum Reconstruction Method for Microwave Computational Imaging With Re-Programmable Metasurface	9
Computational Imaging for Machine Perception: Transferring Semantic Segmentation Beyond Aberrations	8
MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging	8
A Memory-Efficient Self-Supervised Dynamic Image Reconstruction Method Using Neural Fields	8
Multi-Frame Constrained Block Sparse Bayesian Learning for Flexible Tactile Sensing Using Electrical Impedance Tomography	8
High-Accuracy Image Formation Model for Coded Aperture Snapshot Spectral Imaging	8
Frequency-Spatial Domain Feature Fusion for Spectral Super-Resolution	8
Photon-Efficient Non-Line-of-Sight Imaging	8
WNet: A Data-Driven Dual-Domain Denoising Model for Sparse-View Computed Tomography With a Trainable Reconstruction Layer	8
Towards Data-Informed Motion Artifact Reduction in Quantitative CT Using Piecewise Linear Interpolation	8

Quick unsupervised hyperspectral dimensionality reduction for earth observation: a comparison	8
Light Field Angular Super-Resolution Network Based on Convolutional Transformer and Deep Deblurring	7
Light Field Image Super-Resolution Network via Joint Spatial-Angular and Epipolar Information	7
High Resolution Diffuse Optical Tomography via Neural Fields	7
Axial Super-Resolution in Optical Coherence Tomography Images via Spectrum-Based Self-Supervised Training	7
NAS Powered Deep Image Prior for Electrical Impedance Tomography	7
Deep Learning Approach for Dynamic Sampling for Multichannel Mass Spectrometry Imaging	7
A Neural-Network-Based Convex Regularizer for Inverse Problems	7
Low-Light Image Enhancement via Implicit Priors Regularized Illumination Optimization	6
Compact Representation of Light Field Data for Refocusing and Focal Stack Reconstruction Using Depth Adaptive Multi-CNN	6
Region-Based Spectral-Spatial Mutual Induction Network for Hyperspectral Image Reconstruction	6
Towards Single-Lens Controllable Depth-of-Field Imaging via Depth-Aware Point Spread Functions	6
Joint Denoising and HDR for RAW Image Sequences	6
HoloFormer: Contrastive Regularization Based Transformer for Holographic Image Reconstruction	6
Learning Task-Specific Strategies for Accelerated MRI	6
PRNet: Pyramid Restoration Network for RAW Image Super-Resolution	6
Single-Image HDR Reconstruction Assisted Ghost Suppression and Detail Preservation Network for Multi-Exposure HDR Imaging	6
Adaptive Local Neighborhood-Based Neural Networks for MR Image Reconstruction From Undersampled Data	6
No-Clean-Reference Image Super-Resolution: Application to Electron Microscopy	6
Blind Motion Deblurring With Pixel-Wise Kernel Estimation via Kernel Prediction Networks	5
Ultrasound Imaging of Bone Cortex Using Block-Based Reconstruction	5
SparseAlign: A Grid-Free Algorithm for Automatic Marker Localization and Deformation Estimation in Cryo-Electron Tomography	5
Multi-Layered Surface Estimation for Low-Cost Optical Coherence Tomography	5
Conditional Injective Flows for Bayesian Imaging	5
Unrolled Wirtinger Flow With Deep Decoding Priors for Phaseless Imaging	5
Contrast Saliency Information Guided Infrared and Visible Image Fusion	5
MAPANet: A Multi-Scale Attention-Guided Progressive Aggregation Network for Multi-Contrast MRI Super-Resolution	5
F2IFlow for CT Metal Artifact Reduction	5
Deep Learned Non-Linear Propagation Model Regularizer for Compressive Spectral Imaging	5
Fast Task-Based Adaptive Sampling for 3D Single-Photon Multispectral Lidar Data	5
SPECT Reconstruction With a Trained Regularizer Using CT-Side Information: Application to $^{177}$Lu SPECT Imaging	5
Single-Pass Object-Adaptive Data Undersampling and Reconstruction for MRI	5
Interpretable Deep Attention Prior for Image Restoration and Enhancement	5
Hybrid Approaches in Microwave Imaging Using Quantitative Time- and Frequency-Domain Algorithms	5
Learning to Describe Scenes via Privacy-Aware Designed Optical Lens	5
Online Beam Current Estimation in Particle Beam Microscopy	5
A Transformer-Based Architecture for High-Resolution Stereo Matching	5
Blind NCS-Based Autofocus for Airborne Wide-Beam SAR Imaging	5
From Patch to Pixel: A Transformer-Based Hierarchical Framework for Compressive Image Sensing	5
Luminance-Depth Reconstruction From Compressed Time-of-Flight Histograms	4
Learning Piecewise Planar Representation for RGB Guided Depth Super-Resolution	4
Joint Retrospective Motion Correction and Reconstruction for Brain MRI With a Reference Contrast	4
Vignetting Correction Using an Optical Model and Constant Chromaticity Prior	4
A Complex Quasi-Newton Proximal Method for Image Reconstruction in Compressed Sensing MRI	4
DD-DCSR: Image Denoising for Low-Dose CT via Dual-Dictionary Deep Convolutional Sparse Representation	4
Multi-Scale Energy (MuSE) Framework for Inverse Problems in Imaging	4
Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization	4
Real-Time Reconstruction of 3D Videos From Single-Photon LiDaR Data in the Presence of Obscurants	4
Spatially Varying Exposure With 2-by-2 Multiplexing: Optimality and Universality	4
Alternating Learning Approach for Variational Networks and Undersampling Pattern in Parallel MRI Applications	4
Hybrid Pixel-Wise Registration Learning for Robust Fusion-Based Hyperspectral Image Super-Resolution	4
Holographic Reconstruction With All-Acoustic Diffractive Network	4
Region of Interest Selection-Based Autofocusing for High Magnification Systems	4
Fast Non-Line-of-Sight Imaging With Hybrid Super-Resolution Network Over 18 m	4
Deep Unfolding of the DBFB Algorithm With Application to ROI CT Imaging With Limited Angular Density	4
A Computationally Light MUSIC Based Algorithm for Automotive RADARs	4
Bounce-Flash Lidar	4
Channel-Spatial Attention Guided CycleGAN for CBCT-Based Synthetic CT Generation to Enable Adaptive Radiotherapy	4
PAN-Guided Band-Aware Multi-Spectral Feature Enhancement for Pan-Sharpening	3
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: A Matrix-Completion Framework	3
Learning Multiscale Convolutional Dictionaries for Image Reconstruction	3
SRInpaintor: When Super-Resolution Meets Transformer for Image Inpainting	3
Local Monotone Operator Learning Using Non-Monotone Operators: MnM-MOL	3
Reconstructing Clear Image for High-Speed Motion Scene With a Retina-Inspired Spike Camera	3
OccCasNet: Occlusion-Aware Cascade Cost Volume for Light Field Depth Estimation	3
Automatic and Computationally Efficient Alignment in Fan- and Cone-Beam Tomography	3
Poisson Phase Retrieval in Very Low-Count Regimes	3
A Hybrid Polarization Image Demosaicking Algorithm Based on Inter-Channel Correlation	3
Densely Connected Convolutional Neural Network-Based Invalid Data Compensation for Brain Electrical Impedance Tomography	3
Application of Kirchhoff Migration Principle for Hardware-Efficient Near-Field Radar Imaging	3
Learning Sub-Pixel Disparity Distribution for Light Field Depth Estimation	3
Zero-Shot Image Denoising for High-Resolution Electron Microscopy	3
Spline Sketches: An Efficient Approach for Photon Counting Lidar	3
Inverse Multislice Ptychography by Layer-Wise Optimisation and Sparse Matrix Decomposition	2
CodEx: A Modular Framework for Joint Temporal De-Blurring and Tomographic Reconstruction	2
Super-Resolution in Low Dose X-ray CT via Focal Spot Mitigation With Generative Diffusion Networks	2
An Adversarial Learning Based Approach for 2D Unknown View Tomography	2
Time-Resolved Reconstruction of Motion, Force, and Stiffness Using Spectro-Dynamic MRI	2
Compressive Synthetic Aperture Radar Imaging and Autofocusing by Augmented Lagrangian Methods	2
Sound Speed Estimation for Distributed Aberration Correction in Laterally Varying Media	2

Photon-Counting CT Reconstruction With a Learned Forward Operator	2
Gates-Controlled Deep Unfolding Network for Image Compressed Sensing	2
A New Nonlinear Sparse Optimization Framework in Ultrasound-Modulated Optical Tomography	2
Efficient Approximate Online Convolutional Dictionary Learning	2
Dual-Stream Adaptive Convergent Low-Light Image Enhancement Network Based on Frequency Perception	2
RLNet: Reshaping Learning Network for Accurate Low-Light Light Field Image Enhancement	2
A Fast Automatic Method for Deconvoluting Macro X-Ray Fluorescence Data Collected From Easel Paintings	2
Data-Driven Discovery of Mechanical Models Directly From MRI Spectral Data	2
Single-Shot Focus Estimation for Microscopy Imaging With Kernel Distillation	2
GAPMSF-Net: Generalized Alternating Projection With Multi-Stage Fusion Network for Snapshot Compressive Imaging	2
Sparsity-Aware OCT Volumetric Data Restoration Using Optical Synthesis Model	2
Self-Distilled Depth From Single-Shot Structured Light With Intensity Reconstruction	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
Imaging Algorithm for Inverse Synthetic Aperture Radar in Condition of Non-Uniform Data Rate	2
Implicit Neural Networks With Fourier-Feature Inputs for Free-Breathing Cardiac MRI Reconstruction	2
Static CT With Sources and Detectors Distributed in a Multi-Segment Manner: System Analysis and Analytical Reconstruction	2
Coupling Model- and Data-Driven Networks for CT Metal Artifact Reduction	2
Deep Expectation-Maximization for Single-Pixel Image Reconstruction With Signal-Dependent Noise	2
A Quantum Denoising-Based Resolution Enhancement Framework for 250-MHz and 500-MHz Quantitative Acoustic Microscopy	2
Multistatic Uniform Diffraction Tomography Derived Structural-Prior in Bayesian Inversion Framework for Microwave Tomography	2
Non-Sparse SAR Imaging From Quadrature Compressive Measurements Based on Magnitude-Phase Separation	2
Stability of Image-Reconstruction Algorithms	2
A Two-Stream Stacked Autoencoder With Inter-Class Separability for Bilinear Hyperspectral Unmixing	2
Physics-Guided Loss Functions Improve Deep Learning Performance in Inverse Scattering	2
Recovery of Conformational Continuum From Single-Particle Cryo-EM Images: Optimization of ManifoldEM Informed by Ground Truth	2
PET Image Representation and Reconstruction Based on Graph Filter	2
Wavenumber Domain 2-D Separable Data Reformatting Algorithm for High Squint Spotlight SAR	2
DDFSRM: Denoising Diffusion Fusion Model for Line-Scanning Super-Resolution	1
Denoising Particle Beam Micrographs With Plug-and-Play Methods	1
Ice-Tide: Implicit Cryo-ET Imaging and Deformation Estimation	1
Wasserstein Patch Prior for Image Superresolution	1
Estimation-Denoising Integration Network Architecture With Updated Parameter for MRI Reconstruction	1
Maximum Likelihood Based Phase-Retrieval Using Fresnel Propagation Forward Models With Optional Constraints	1
IEEE Signal Processing Society Information	1
dO: A Differentiable Engine for Deep Lens Design of Computational Imaging Systems	1
Multiview Scattering Scanning Imaging Confocal Microscopy Through a Multimode Fiber	1
Accelerated SPIRiT Parallel MR Image Reconstruction Based on Joint Sparsity and Sparsifying Transform Learning	1
Superpixel Guided Network for Three-Dimensional Stereo Matching	1
Dual-Feature Frequency Component Compression Method for Accelerating Reconstruction in Magnetic Particle Imaging	1
Lightweight Deep Learning Architecture for MPI Correction and Transient Reconstruction	1
Spectral Analysis With a Piecewise Separation Occlusion Model for Image-Based Rendering	1
Deep Motion Regularizer for Video Snapshot Compressive Imaging	1
A 3-D Ultrasound Tomography Method for Bone Morphology Evaluation	1
Microwave Imaging With Novel Time-Domain Clutter Removal Algorithm Using High Gain Antennas for Concealed Object Detections	1
Simultaneous Multifrequency Demodulation for Single-Shot Multiple-Path ToF Imaging	1
IEEE Signal Processing Society Information	1
Efficient Approximation of Jacobian Matrices Involving a Non-Uniform Fast Fourier Transform (NUFFT)	1
Fractional Optimization With the Learnable Prior for Electrical Capacitance Tomography	1
Iterative Approach to Reconstructing Neural Disparity Fields From Light-Field Data	1
Self-Supervised Deep Equilibrium Models With Theoretical Guarantees and Applications to MRI Reconstruction	1
Contrast-Aware Network With Aggregated-Interacted Transformer and Multi-Granularity Aligned Contrastive Learning for Synthesizing Contrast-Enhanced Abdomen CT Imaging	1
Super-Resolution Hyperspectral Reconstruction With Majorization-Minimization Algorithm and Low-Rank Approximation	1
AIVUS: Guidewire Artifacts Inpainting for Intravascular Ultrasound Imaging With United Spatiotemporal Aggregation Learning	1
Fixed-Point Convergence of Multi-Block PnP ADMM and Its Application to Hyperspectral Image Restoration	1
Imaging Through the Atmosphere Using Turbulence Mitigation Transformer	1
High-Speed Time-Domain Diffuse Optical Tomography With a Sensitivity Equation-Based Neural Network	1
Slope Disparity Gating: System and Applications	1
Dynamic Scene Reconstruction for Color Spike Camera via Zero-Shot Learning	1
Group Shuffle and Spectral-Spatial Fusion for Hyperspectral Image Super-Resolution	1
APANet: Asymmetrical Parallax Attention Network for Efficient Stereo Image Deraining	1
The Potential of Phase Constraints for Non-Fourier Radiofrequency-Encoded MRI	1
Exploring Quasi-Global Solutions to Compound Lens Based Computational Imaging Systems	1
Depth Estimation and Image Restoration by Deep Learning From Defocused Images	1
A Theoretical Framework for Self-Supervised MR Image Reconstruction Using Sub-Sampling via Variable Density Noisier2Noise	1
Provable Probabilistic Imaging Using Score-Based Generative Priors	1
Self-Supervised Coordinate Projection Network for Sparse-View Computed Tomography	1
A Unifying Approach to Inverse Problems of Ultrasound Beamforming and Deconvolution	1
Coded Illumination for Improved Lensless Imaging	1