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 2021-09-01 to 2025-09-01.)

Article	Citations
Robust Deep Compressive Sensing With Recurrent-Residual Structural Constraints	131
Fast and Robust Single Particle Reconstruction in 3D Fluorescence Microscopy	78
Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction	60
FoveaSPAD: Exploiting Depth Priors for Adaptive and Efficient Single-Photon 3D Imaging	60
MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging	53
Photon Limited Non-Blind Deblurring Using Algorithm Unrolling	51
Towards Data-Informed Motion Artifact Reduction in Quantitative CT Using Piecewise Linear Interpolation	49
An Adaptive Photon Count Reconstruction Algorithm for Sparse Count and Strong Noise Count Data With Low Signal Background Ratio	48
Material Identification From Radiographs Without Energy Resolution	42
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography	39
LIR-Net:Learnable Iterative Reconstruction Network for Fan Beam CT Sparse-View Reconstruction	33
Laser Protection via Jointly Learned Defocus and Image Reconstruction	32
Deep, Convergent, Unrolled Half-Quadratic Splitting for Image Deconvolution	32
Robust Cardiac Cine MRI Reconstruction with Spatiotemporal Diffusion Model	31
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: A Matrix-Completion Framework	28
The Secrets of Non-Blind Poisson Deconvolution	28
Light Field Image Super-Resolution Network via Joint Spatial-Angular and Epipolar Information	28
Real-Time Reconstruction of 3D Videos From Single-Photon LiDaR Data in the Presence of Obscurants	27
PAN-Guided Band-Aware Multi-Spectral Feature Enhancement for Pan-Sharpening	27
Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization	27
A Hybrid Polarization Image Demosaicking Algorithm Based on Inter-Channel Correlation	27
SparseAlign: A Grid-Free Algorithm for Automatic Marker Localization and Deformation Estimation in Cryo-Electron Tomography	26
Online Beam Current Estimation in Particle Beam Microscopy	26
HoloFormer: Contrastive Regularization Based Transformer for Holographic Image Reconstruction	24
Deep Learned Non-Linear Propagation Model Regularizer for Compressive Spectral Imaging	24

Single-Pass Object-Adaptive Data Undersampling and Reconstruction for MRI