OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Computational Imaging is 21. 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 2020-03-01 to 2024-03-01.)

Article	Citations
Classification Saliency-Based Rule for Visible and Infrared Image Fusion	87
GAN-FM: Infrared and Visible Image Fusion Using GAN With Full-Scale Skip Connection and Dual Markovian Discriminators	71
Deep Equilibrium Architectures for Inverse Problems in Imaging	54
AdaIN-Based Tunable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising	44
Accelerated MRI With Un-Trained Neural Networks	43
Scalable Plug-and-Play ADMM With Convergence Guarantees	41
CryoGAN: A New Reconstruction Paradigm for Single-Particle Cryo-EM Via Deep Adversarial Learning	36
SMFuse: Multi-Focus Image Fusion Via Self-Supervised Mask-Optimization	34
CoIL: Coordinate-Based Internal Learning for Tomographic Imaging	31
Injected Infrared and Visible Image Fusion via $L_{1}$ Decomposition Model and Guided Filtering	30
Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization	30
Mosaic Convolution-Attention Network for Demosaicing Multispectral Filter Array Images	28
CD-Net: Comprehensive Domain Network With Spectral Complementary for DECT Sparse-View Reconstruction	26
Plug-and-Play Synthetic Aperture Radar Image Formation Using Deep Priors	26
Holographic 3D Particle Imaging With Model-Based Deep Network	25
SPECIAL: Single-Shot Projection Error Correction Integrated Adversarial Learning for Limited-Angle CT	24
Deep Coded Aperture Design: An End-to-End Approach for Computational Imaging Tasks	24
Deep Unfolding Network for Spatiospectral Image Super-Resolution	24
Robust and Guided Bayesian Reconstruction of Single-Photon 3D Lidar Data: Application to Multispectral and Underwater Imaging	23
Micro-Lens Image Stack Upsampling for Densely-Sampled Light Field Reconstruction	22
Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse Problems	21
Keyhole Imaging: Non-Line-of-Sight Imaging and Tracking of Moving Objects Along a Single Optical Path	21
Fixed-Point and Objective Convergence of Plug-and-Play Algorithms	21
Two-Dimensional Non-Line-of-Sight Scene Estimation From a Single Edge Occluder	21
Closing the Gap of Simulation to Reality in Electromagnetic Imaging of Brain Strokes via Deep Neural Networks	21

LightingNet: An Integrated Learning Method for Low-Light Image Enhancement	21
Low-Light Demosaicking and Denoising for Small Pixels Using Learned Frequency Selection	21