OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Computational Imaging is 20. 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 2021-04-01 to 2025-04-01.)

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
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
FoveaSPAD: Exploiting Depth Priors for Adaptive and Efficient Single-Photon 3D Imaging	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
Exposure-Referred Signal-to-Noise Ratio for Digital Image Sensors	20
Memory-Efficient Model-Based Deep Learning With Convergence and Robustness Guarantees	20