OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Computational Imaging is 24. 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 2021-10-01 to 2025-10-01.)

Article	Citations
Robust Deep Compressive Sensing With Recurrent-Residual Structural Constraints	136
Fast and Robust Single Particle Reconstruction in 3D Fluorescence Microscopy	80
FoveaSPAD: Exploiting Depth Priors for Adaptive and Efficient Single-Photon 3D Imaging	62
Deep, Convergent, Unrolled Half-Quadratic Splitting for Image Deconvolution	62
Towards Data-Informed Motion Artifact Reduction in Quantitative CT Using Piecewise Linear Interpolation	57
Material Identification From Radiographs Without Energy Resolution	56
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography	55
Ptychography using Blind Multi-Mode PMACE	51
LIR-Net:Learnable Iterative Reconstruction Network for Fan Beam CT Sparse-View Reconstruction	48
An Adaptive Photon Count Reconstruction Algorithm for Sparse Count and Strong Noise Count Data With Low Signal Background Ratio	44
MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging	35
The Secrets of Non-Blind Poisson Deconvolution	34
Laser Protection via Jointly Learned Defocus and Image Reconstruction	33
Light Field Image Super-Resolution Network via Joint Spatial-Angular and Epipolar Information	31
Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction	30
Photon Limited Non-Blind Deblurring Using Algorithm Unrolling	30
Robust Cardiac Cine MRI Reconstruction With Spatiotemporal Diffusion Model	29
Towards Single-Lens Controllable Depth-of-Field Imaging via Depth-Aware Point Spread Functions	28
HoloFormer: Contrastive Regularization Based Transformer for Holographic Image Reconstruction	28
SparseAlign: A Grid-Free Algorithm for Automatic Marker Localization and Deformation Estimation in Cryo-Electron Tomography	28
Single-Pass Object-Adaptive Data Undersampling and Reconstruction for MRI	28
PAN-Guided Band-Aware Multi-Spectral Feature Enhancement for Pan-Sharpening	27
Online Beam Current Estimation in Particle Beam Microscopy	27
Real-Time Reconstruction of 3D Videos From Single-Photon LiDaR Data in the Presence of Obscurants	26
Learned Discrepancy Reconstruction and Benchmark Dataset for Magnetic Particle Imaging	24

Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: A Matrix-Completion Framework