OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Computational Imaging is 25. 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 2022-08-01 to 2026-08-01.)

Article	Citations
FoveaSPAD: Exploiting Depth Priors for Adaptive and Efficient Single-Photon 3D Imaging	165
Material Identification From Radiographs Without Energy Resolution	93
Fast and Robust Single Particle Reconstruction in 3D Fluorescence Microscopy	79
Ptychography Using Blind Multi-Mode PMACE	73
Low-Rank Decomposition and Polarization-Driven Transmittance Synergy for Underwater Descattering With Cross-Domain Generalization	70
Convergent Primal-Dual Plug-and-Play Image Restoration: A General Algorithm and Applications	53
An Adaptive Photon Count Reconstruction Algorithm for Sparse Count and Strong Noise Count Data With Low Signal Background Ratio	52
Laser Protection via Jointly Learned Defocus and Image Reconstruction	46
HoloMamba: Physics-Aligned State-Space Network for High-Fidelity Single-Shot Holographic Reconstruction	45
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography	43
Deep, Convergent, Unrolled Half-Quadratic Splitting for Image Deconvolution	38
MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging	35
Robust Cardiac Cine MRI Reconstruction With Spatiotemporal Diffusion Model	35
LIR-Net:Learnable Iterative Reconstruction Network for Fan Beam CT Sparse-View Reconstruction	34
Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction	34
Representation-Aligned Atmospheric Light Decoupling for Stable Single-Image Dehazing	34
The Secrets of Non-Blind Poisson Deconvolution	33
Light Field Image Super-Resolution Network via Joint Spatial-Angular and Epipolar Information	32
VDIP-TGV: Blind Image Deconvolution via Variational Deep Image Prior Empowered by Total Generalized Variation	31
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: A Matrix-Completion Framework	30
Multi-view Large Kernel Attention Network for Multi-contrast MRI Volumetric Super-resolution	30
Low-Light Image Enhancement via Implicit Priors Regularized Illumination Optimization	28
VTVC: Vignetting Correction Based on Variant Transformer and Spatial Self Attention	27
Learned Discrepancy Reconstruction and Benchmark Dataset for Magnetic Particle Imaging	26
Deep Learned Non-Linear Propagation Model Regularizer for Compressive Spectral Imaging	25