OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Computational Imaging is 26. 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 2021-12-01 to 2025-12-01.)

Article	Citations
Robust Deep Compressive Sensing With Recurrent-Residual Structural Constraints	139
Fast and Robust Single Particle Reconstruction in 3D Fluorescence Microscopy	83
FoveaSPAD: Exploiting Depth Priors for Adaptive and Efficient Single-Photon 3D Imaging	76
Deep, Convergent, Unrolled Half-Quadratic Splitting for Image Deconvolution	65
The Secrets of Non-Blind Poisson Deconvolution	61
Laser Protection via Jointly Learned Defocus and Image Reconstruction	61
Robust Cardiac Cine MRI Reconstruction With Spatiotemporal Diffusion Model	59
LIR-Net:Learnable Iterative Reconstruction Network for Fan Beam CT Sparse-View Reconstruction	58
An Adaptive Photon Count Reconstruction Algorithm for Sparse Count and Strong Noise Count Data With Low Signal Background Ratio	52
Material Identification From Radiographs Without Energy Resolution	52
Light Field Image Super-Resolution Network via Joint Spatial-Angular and Epipolar Information	37
Ptychography Using Blind Multi-Mode PMACE	36
Photon Limited Non-Blind Deblurring Using Algorithm Unrolling	36
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography	33
MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging	30
Low-Rank Decomposition and Polarization-Driven Transmittance Synergy for Underwater Descattering with Cross-Domain Generalization	30
HoloFormer: Contrastive Regularization Based Transformer for Holographic Image Reconstruction	30
Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction	30
Towards Data-Informed Motion Artifact Reduction in Quantitative CT Using Piecewise Linear Interpolation	30
SparseAlign: A Grid-Free Algorithm for Automatic Marker Localization and Deformation Estimation in Cryo-Electron Tomography	29
Real-Time Reconstruction of 3D Videos From Single-Photon LiDaR Data in the Presence of Obscurants	29
Online Beam Current Estimation in Particle Beam Microscopy	29
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: A Matrix-Completion Framework	28
Single-Pass Object-Adaptive Data Undersampling and Reconstruction for MRI	27
Deep Learned Non-Linear Propagation Model Regularizer for Compressive Spectral Imaging	26

Towards Single-Lens Controllable Depth-of-Field Imaging via Depth-Aware Point Spread Functions