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IEEE Transactions on Computational Imaging, Volume 7
Volume 7, 2021
- Christopher A. Metzler
, David B. Lindell
Keyhole Imaging: Non-Line-of-Sight Imaging and Tracking of Moving Objects Along a Single Optical Path. 1-12 - Ahmed Al-Saffar
Closing the Gap of Simulation to Reality in Electromagnetic Imaging of Brain Strokes via Deep Neural Networks. 13-21 - Hassan Yazdanian
Solution of 2D MIT Forward Problem by Considering Skin and Proximity Effects in Coils. 22-31 - Xu Ma
Informational Lithography Approach Based on Source and Mask Optimization. 32-42 - Muhammed Burak Alver
Plug-and-Play Synthetic Aperture Radar Image Formation Using Deep Priors. 43-57 - Sheila W. Seidel
Two-Dimensional Non-Line-of-Sight Scene Estimation From a Single Edge Occluder. 58-72 - Jawook Gu
AdaIN-Based Tunable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising. 73-85 - Thuong Nguyen Canh
Multi-Scale Deep Compressive Imaging. 86-97 - Milad R. Vahid
Effect of Pixelation on the Parameter Estimation of Single Molecule Trajectories. 98-113 - Miguel Marquez
Compressive Spectral Imaging Via Virtual Side Information. 114-123 - Qiang Li
Rapid Whole Slide Imaging via Dual-Shot Deep Autofocusing. 124-136 - Omar A. Elgendy
Low-Light Demosaicking and Denoising for Small Pixels Using Learned Frequency Selection. 137-150 - Ja-Keoung Koo
DALM, Deformable Attenuation-Labeled Mesh for Tomographic Reconstruction and Segmentation. 151-163 - Haijin Zeng
Enhanced Nonconvex Low-Rank Approximation of Tensor Multi-Modes for Tensor Completion. 164-177 - Valentin Debarnot
Learning Low-Dimensional Models of Microscopes. 178-190 - Hoai-Nam Nguyen
Multi-Mask Camera Model for Compressed Acquisition of Light Fields. 191-208 - Varun A. Kelkar, Sayantan Bhadra, Mark A. Anastasio
Compressible Latent-Space Invertible Networks for Generative Model-Constrained Image Reconstruction. 209-223 - Karteekeya Sastry
Electromagnetic Field Imaging in Arbitrary Scattering Environments. 224-233 - Tianyu Fu, Jingshu Li, Jiaju Zhang, Danni Ai, Jingfan Fan, Hong Song, Ping Liang
Four-Dimensional Wide-Field Ultrasound Reconstruction System With Sparse Respiratory Signal Matching. 234-247 - Pablo Galve
Super-Iterative Image Reconstruction in PET. 248-257 - Chengyu Wang
Deep Learning for Camera Autofocus. 258-271 - Viktor V. Nikitin
Distributed Optimization for Nonrigid Nano-Tomography. 272-287 - Ni Chen
Holographic 3D Particle Imaging With Model-Based Deep Network. 288-296 - Muhammad Usman Ghani
Data and Image Prior Integration for Image Reconstruction Using Consensus Equilibrium. 297-308 - Jiayi Ma
SMFuse: Multi-Focus Image Fusion Via Self-Supervised Mask-Optimization. 309-320 - Yuanke Zhang
Weighted Tensor Low-Rankness and Learnable Analysis Sparse Representation Model for Texture Preserving Low-Dose CT Reconstruction. 321-336 - Pravin Nair
Fixed-Point and Objective Convergence of Plug-and-Play Algorithms. 337-348 - Yingying Qin
Joint Inversion of Electromagnetic and Acoustic Data With Edge-Preserving Regularization for Breast Imaging. 349-360 - Michael R. Walker II
Iterative Algorithms for Joint Scatter and Attenuation Estimation From Broken Ray Transform Data. 361-374 - Huachun Wang
Self-Supervised Learning of Monocular Depth Estimation Based on Progressive Strategy. 375-383 - Majid Moradikia
Video-SAR Imaging of Dynamic Scenes Using Low-Rank and Sparse Decomposition. 384-398 - Pasquale Cascarano
Efficient $\ell ^0$ Gradient-Based Super-Resolution for Simplified Image Segmentation. 399-408 - Alireza Esmaeilzehi
SRNSSI: A Deep Light-Weight Network for Single Image Super Resolution Using Spatial and Spectral Information. 409-421 - Qisong Wu
Through-the-Wall Radar Imaging Based on Bayesian Compressive Sensing Exploiting Multipath and Target Structure. 422-435 - Yikun Zhang
CD-Net: Comprehensive Domain Network With Spectral Complementary for DECT Sparse-View Reconstruction. 436-447 - Soumendu Majee
Multi-Slice Fusion for Sparse-View and Limited-Angle 4D CT Reconstruction. 448-462 - Meng Chang
Beyond Camera Motion Blur Removing: How to Handle Outliers in Deblurring. 463-474 - Guillaume Le Guludec
Deep Light Field Acquisition Using Learned Coded Mask Distributions for Color Filter Array Sensors. 475-488 - Figen S. Oktem
High-Resolution Multi-Spectral Imaging With Diffractive Lenses and Learned Reconstruction. 489-504 - Jonathan Hauser
SHS-GAN: Synthetic Enhancement of a Natural Hyperspectral Database. 505-517 - Yunsong Liu
PALMNUT: An Enhanced Proximal Alternating Linearized Minimization Algorithm With Application to Separate Regularization of Magnitude and Phase. 518-530 - Yunshi Huang, Emilie Chouzenoux
Probabilistic Modeling and Inference for Sequential Space-Varying Blur Identification. 531-546 - Minxu Peng
Time-Resolved Focused Ion Beam Microscopy: Modeling, Estimation Methods, and Analyses. 547-561 - Sefa Kucuk
Total Utility Metric Based Dictionary Pruning for Sparse Hyperspectral Unmixing. 562-571 - Clément Douarre
CTIS-Net: A Neural Network Architecture for Compressed Learning Based on Computed Tomography Imaging Spectrometers. 572-583 - Wei Tang
Green Fluorescent Protein and Phase Contrast Image Fusion Via Detail Preserving Cross Network. 584-597 - Jiaming Liu
SGD-Net: Efficient Model-Based Deep Learning With Theoretical Guarantees. 598-610 - Forouz Mahdinezhad Saraskanroud
A Comparison of Time-Domain and Frequency-Domain Microwave Imaging of Experimental Targets. 611-623 - Mu Qiao, Yangyang Sun, Jiawei Ma
Snapshot Coherence Tomographic Imaging. 624-637 - Hangfan Liu
CAS: Correlation Adaptive Sparse Modeling for Image Denoising. 638-647 - Qiaoqiao Ding
Deep Learning With Adaptive Hyper-Parameters for Low-Dose CT Image Reconstruction. 648-660 - Davis Gilton
Model Adaptation for Inverse Problems in Imaging. 661-674 - Lingyan Ruan
AIFNet: All-in-Focus Image Restoration Network Using a Light Field-Based Dataset. 675-688 - Rencheng Song
Electromagnetic Inverse Scattering With Perceptual Generative Adversarial Networks. 689-699 - Xu Chen
Accelerated Phase Shifting for Structured Illumination Microscopy Based on Deep Learning. 700-712 - Reijer L. Leijsen
Effects of Simulated Error-Sources on Different 3-D CSI-EPT Strategies. 713-723 - Mohammad Zalbagi Darestani
Accelerated MRI With Un-Trained Neural Networks. 724-733 - Dianlin Hu
SPECIAL: Single-Shot Projection Error Correction Integrated Adversarial Learning for Limited-Angle CT. 734-746 - Hyungjin Chung
Missing Cone Artifact Removal in ODT Using Unsupervised Deep Learning in the Projection Domain. 747-758 - Harshit Gupta
CryoGAN: A New Reconstruction Paradigm for Single-Particle Cryo-EM Via Deep Adversarial Learning. 759-774 - Josué Page Vizcaíno
Learning to Reconstruct Confocal Microscopy Stacks From Single Light Field Images. 775-788 - Zhun Wei
A Reliable Deep Learning Scheme for Nonlinear Reconstructions in Electrical Impedance Tomography. 789-798 - Shuo Zhang
Micro-Lens Image Stack Upsampling for Densely-Sampled Light Field Reconstruction. 799-811 - Yotam Gil
Online Training of Stereo Self-Calibration Using Monocular Depth Estimation. 812-823 - Han Xu
Classification Saliency-Based Rule for Visible and Infrared Image Fusion. 824-836 - Mauricio Delbracio
Polyblur: Removing Mild Blur by Polynomial Reblurring. 837-848 - Yu Sun
Scalable Plug-and-Play ADMM With Convergence Guarantees. 849-863 - Kai Feng
Mosaic Convolution-Attention Network for Demosaicing Multispectral Filter Array Images. 864-878 - Bolin Pan
Photoacoustic Reconstruction Using Sparsity in Curvelet Frame: Image Versus Data Domain. 879-893 - Gabriel Herl
Task-Specific Trajectory Optimisation for Twin-Robotic X-Ray Tomography. 894-907 - Su Yan
When de Prony Met Leonardo: An Automatic Algorithm for Chemical Element Extraction From Macro X-Ray Fluorescence Data. 908-924 - Loukas Xanthos
Resolution Enhancement of UWB Time-Reversal Microwave Imaging in Dispersive Environments. 925-934 - Nans Laroche
Fast Non-Stationary Deconvolution of Ultrasonic Beamformed Images for Nondestructive Testing. 935-947 - Baorui Wang, Shun Zhang
Hyperspectral Imagery Spatial Super-Resolution Using Generative Adversarial Network. 948-960 - Abderrahim Halimi
Robust and Guided Bayesian Reconstruction of Single-Photon 3D Lidar Data: Application to Multispectral and Underwater Imaging. 961-974 - Ricardo Augusto Borsoi
Fast Unmixing and Change Detection in Multitemporal Hyperspectral Data. 975-988 - Michael P. Sheehan
A Sketching Framework for Reduced Data Transfer in Photon Counting Lidar. 989-1004 - Jianghong Han
One-Bit Radar Imaging Via Adaptive Binary Iterative Hard Thresholding. 1005-1017 - Sean Thammakhoune
Phase-Space Function Recovery for Moving Target Imaging in SAR by Convex Optimization. 1018-1030 - Patrice Monkam
EasySpec: Automatic Specular Reflection Detection and Suppression From Endoscopic Images. 1031-1043 - Rodrigo A. Lobos
Autoregression and Structured Low-Rank Modeling of Sinogram Neighborhoods. 1044-1054 - Dongyuan Liu
Combining Two-Layer Semi-Three-Dimensional Reconstruction and Multi-Wavelength Image Fusion for Functional Diffuse Optical Tomography. 1055-1068 - Stuart Bennett
Compressive Sampling Using a Pushframe Camera. 1069-1079 - Tianjiao Zeng
Robust Reconstruction With Deep Learning to Handle Model Mismatch in Lensless Imaging. 1080-1092 - Penghui Huang
High-Resolution ISAR Imaging for Maneuvering Targets Based on Iterative Adaptive Processing. 1093-1108 - Pengfei Nie
Improved Integral Transform Method Based on Gaussian Kernel for Image Reconstruction. 1109-1122 - Davis Gilton
Deep Equilibrium Architectures for Inverse Problems in Imaging. 1123-1133 - Hao Zhang
GAN-FM: Infrared and Visible Image Fusion Using GAN With Full-Scale Skip Connection and Dual Markovian Discriminators. 1134-1147 - Jorge Bacca
Deep Coded Aperture Design: An End-to-End Approach for Computational Imaging Tasks. 1148-1160 - Jason Zalev
Opto-Acoustic Image Reconstruction and Motion Tracking Using Convex Optimization. 1161-1175 - Zhiyu Zhu
Deep Amended Gradient Descent for Efficient Spectral Reconstruction From Single RGB Images. 1176-1188 - Juan Heredia Juesas
Consensus and Sectioning-Based ADMM With Norm-1 Regularization for Imaging With a Compressive Reflector Antenna. 1189-1204 - Felipe Gutierrez-Barragan
iToF2dToF: A Robust and Flexible Representation for Data-Driven Time-of-Flight Imaging. 1205-1214 - Saptarshi Mukherjee
A Microwave Time Reversal Algorithm for Imaging Extended Defects in Dielectric Composites. 1215-1227 - K. Ram Prabhakar
Self-Gated Memory Recurrent Network for Efficient Scalable HDR Deghosting. 1228-1239 - Yao Sui
Gradient-Guided Isotropic MRI Reconstruction From Anisotropic Acquisitions. 1240-1253 - Shan Liao
Modified Newton Integration Algorithm With Noise Tolerance for Image Deblurring. 1254-1266 - Fengsheng Wu
A Fast Tensor Completion Method Based on Tensor QR Decomposition and Tensor Nuclear Norm Minimization. 1267-1277 - Ahmed Al-Saffar
A Tripartite Data-Driven Approach for Wide-Band Electromagnetic Imaging. 1278-1288 - Ben-Zheng Li
Tensor Completion Via Collaborative Sparse and Low-Rank Transforms. 1289-1303 - Nathanaël Six
Gauss-Newton-Krylov for Reconstruction of Polychromatic X-Ray CT Images. 1304-1313 - Ziwen Ke
Deep Manifold Learning for Dynamic MR Imaging. 1314-1327 - Yaning Li
Deep Anti-Aliasing of Whole Focal Stack Using Slice Spectrum. 1328-1340 - William Herzberg, Daniel B. Rowe
Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse Problems. 1341-1353 - Taesung Kwon
Cycle-Free CycleGAN Using Invertible Generator for Unsupervised Low-Dose CT Denoising. 1354-1368 - Ehsan Miandji
Compressive HDR Light Field Imaging Using a Single Multi-ISO Sensor. 1369-1384 - Zheng Li, Jun Li, Chaoyue Wang, Zhiyang Lu, Jun Wang
Meta-Learning Based Interactively Connected Clique U-Net for Quantitative Susceptibility Mapping. 1385-1399 - Yu Sun
CoIL: Coordinate-Based Internal Learning for Tomographic Imaging. 1400-1412
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