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ORCIDIEEE Transactions on Computational Imaging, Volume 7
Volume 7, 2021
- Christopher A. Metzler
, David B. Lindell, Gordon Wetzstein:
Keyhole Imaging: Non-Line-of-Sight Imaging and Tracking of Moving Objects Along a Single Optical Path. 1-12 - Ahmed Al-Saffar, Alina Bialkowski, Mahsa Baktashmotlagh, Adnan Trakic, Lei Guo, Amin M. Abbosh:
Closing the Gap of Simulation to Reality in Electromagnetic Imaging of Brain Strokes via Deep Neural Networks. 13-21 - Hassan Yazdanian, Reza Jafari, Hamid Abrishami Moghaddam:
Solution of 2D MIT Forward Problem by Considering Skin and Proximity Effects in Coils. 22-31 - Xu Ma, Yihua Pan, Shengen Zhang, Javier Garcia-Frías, Gonzalo R. Arce:
Informational Lithography Approach Based on Source and Mask Optimization. 32-42 - Muhammed Burak Alver, Ammar Saleem, Müjdat Çetin:
Plug-and-Play Synthetic Aperture Radar Image Formation Using Deep Priors. 43-57 - Sheila W. Seidel, John Murray-Bruce, Yanting Ma, Christopher C. Yu, William T. Freeman, Vivek K. Goyal:
Two-Dimensional Non-Line-of-Sight Scene Estimation From a Single Edge Occluder. 58-72 - Jawook Gu, Jong Chul Ye:
AdaIN-Based Tunable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising. 73-85 - Thuong Nguyen Canh, Byeungwoo Jeon:
Multi-Scale Deep Compressive Imaging. 86-97 - Milad R. Vahid, Bernard Hanzon, Raimund J. Ober:
Effect of Pixelation on the Parameter Estimation of Single Molecule Trajectories. 98-113 - Miguel Marquez, Hoover Rueda-Chacon, Henry Arguello:
Compressive Spectral Imaging Via Virtual Side Information. 114-123 - Qiang Li, Xianming Liu, Junjun Jiang, Cheng Guo, Xiangyang Ji, Xiaolin Wu:
Rapid Whole Slide Imaging via Dual-Shot Deep Autofocusing. 124-136 - Omar A. Elgendy, Abhiram Gnanasambandam, Stanley H. Chan, Jiaju Ma:
Low-Light Demosaicking and Denoising for Small Pixels Using Learned Frequency Selection. 137-150 - Ja-Keoung Koo, Anders Bjorholm Dahl, Vedrana Andersen Dahl:
DALM, Deformable Attenuation-Labeled Mesh for Tomographic Reconstruction and Segmentation. 151-163 - Haijin Zeng, Yongyong Chen, Xiaozhen Xie, Jifeng Ning:
Enhanced Nonconvex Low-Rank Approximation of Tensor Multi-Modes for Tensor Completion. 164-177 - Valentin Debarnot, Paul Escande, Thomas Mangeat, Pierre Weiss:
Learning Low-Dimensional Models of Microscopes. 178-190 - Hoai-Nam Nguyen, Ehsan Miandji, Christine Guillemot:
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, Chandan Bhat, Raffaele Solimene, Uday K. Khankhoje:
Electromagnetic Field Imaging in Arbitrary Scattering Environments. 224-233 - Tianyu Fu, Jingshu Li, Jiaju Zhang, Danni Ai, Jingfan Fan, Hong Song, Ping Liang, Jian Yang:
Four-Dimensional Wide-Field Ultrasound Reconstruction System With Sparse Respiratory Signal Matching. 234-247 - Pablo Galve, José Manuel Udías, Alejandro López-Montes, Fernando Arias-Valcayo, Juan José Vaquero, Manuel Desco, Joaquin L. Herraiz:
Super-Iterative Image Reconstruction in PET. 248-257 - Chengyu Wang, Qian Huang, Ming Cheng, Zhan Ma, David J. Brady:
Deep Learning for Camera Autofocus. 258-271 - Viktor V. Nikitin, Vincent De Andrade, Azat Slyamov, Benjamin J. Gould, Yuepeng Zhang, Vandana Sampathkumar, Narayanan Kasthuri, Doga Gürsoy, Francesco De Carlo:
Distributed Optimization for Nonrigid Nano-Tomography. 272-287 - Ni Chen, Congli Wang, Wolfgang Heidrich:
Holographic 3D Particle Imaging With Model-Based Deep Network. 288-296 - Muhammad Usman Ghani, W. Clem Karl:
Data and Image Prior Integration for Image Reconstruction Using Consensus Equilibrium. 297-308 - Jiayi Ma, Zhuliang Le, Xin Tian, Junjun Jiang:
SMFuse: Multi-Focus Image Fusion Via Self-Supervised Mask-Optimization. 309-320 - Yuanke Zhang, Dong Zeng, Zhaoying Bian, Hongbing Lu, Jianhua Ma:
Weighted Tensor Low-Rankness and Learnable Analysis Sparse Representation Model for Texture Preserving Low-Dose CT Reconstruction. 321-336 - Pravin Nair, Ruturaj G. Gavaskar, Kunal Narayan Chaudhury:
Fixed-Point and Objective Convergence of Plug-and-Play Algorithms. 337-348 - Yingying Qin, Thomas Rodet, Marc Lambert, Dominique Lesselier:
Joint Inversion of Electromagnetic and Acoustic Data With Edge-Preserving Regularization for Breast Imaging. 349-360 - Michael R. Walker II, Joseph A. O'Sullivan:
Iterative Algorithms for Joint Scatter and Attenuation Estimation From Broken Ray Transform Data. 361-374 - Huachun Wang, Xinzhu Sang, Duo Chen, Peng Wang, Binbin Yan, Shuai Qi, Xiaoqian Ye, Tong Yao:
Self-Supervised Learning of Monocular Depth Estimation Based on Progressive Strategy. 375-383 - Majid Moradikia, Sadegh Samadi, Hamidreza Hashempour, Müjdat Çetin:
Video-SAR Imaging of Dynamic Scenes Using Low-Rank and Sparse Decomposition. 384-398 - Pasquale Cascarano, Luca Calatroni, Elena Loli Piccolomini:
Efficient $\ell ^0$ Gradient-Based Super-Resolution for Simplified Image Segmentation. 399-408 - Alireza Esmaeilzehi, M. Omair Ahmad, M. N. S. Swamy:
SRNSSI: A Deep Light-Weight Network for Single Image Super Resolution Using Spatial and Spectral Information. 409-421 - Qisong Wu, Zhichao Lai, Moeness G. Amin:
Through-the-Wall Radar Imaging Based on Bayesian Compressive Sensing Exploiting Multipath and Target Structure. 422-435 - Yikun Zhang, Tianling Lv, Rongjun Ge, Qianlong Zhao, Dianlin Hu, Liu Zhang, Jin Liu, Yi Zhang, Qiegen Liu, Wei Zhao, Yang Chen:
CD-Net: Comprehensive Domain Network With Spectral Complementary for DECT Sparse-View Reconstruction. 436-447 - Soumendu Majee, Thilo Balke, Craig A. J. Kemp, Gregery T. Buzzard, Charles A. Bouman:
Multi-Slice Fusion for Sparse-View and Limited-Angle 4D CT Reconstruction. 448-462 - Meng Chang, Chenwei Yang, Huajun Feng, Zhihai Xu, Qi Li:
Beyond Camera Motion Blur Removing: How to Handle Outliers in Deblurring. 463-474 - Guillaume Le Guludec, Ehsan Miandji, Christine Guillemot:
Deep Light Field Acquisition Using Learned Coded Mask Distributions for Color Filter Array Sensors. 475-488 - Figen S. Oktem, Oguzhan Fatih Kar, Can Deniz Bezek, Farzad Kamalabadi:
High-Resolution Multi-Spectral Imaging With Diffractive Lenses and Learned Reconstruction. 489-504 - Jonathan Hauser, Gal Shtendel, Amit Zeligman, Amir Averbuch, Menachem Nathan:
SHS-GAN: Synthetic Enhancement of a Natural Hyperspectral Database. 505-517 - Yunsong Liu, Justin P. Haldar:
PALMNUT: An Enhanced Proximal Alternating Linearized Minimization Algorithm With Application to Separate Regularization of Magnitude and Phase. 518-530 - Yunshi Huang, Emilie Chouzenoux, Víctor Elvira:
Probabilistic Modeling and Inference for Sequential Space-Varying Blur Identification. 531-546 - Minxu Peng, John Murray-Bruce, Vivek K. Goyal:
Time-Resolved Focused Ion Beam Microscopy: Modeling, Estimation Methods, and Analyses. 547-561 - Sefa Kucuk, Seniha Esen Yüksel:
Total Utility Metric Based Dictionary Pruning for Sparse Hyperspectral Unmixing. 562-571 - Clément Douarre, Carlos Fernando Crispim Junior, Anthony Gelibert, Gérald Germain, Laure Tougne, David Rousseau:
CTIS-Net: A Neural Network Architecture for Compressed Learning Based on Computed Tomography Imaging Spectrometers. 572-583 - Wei Tang, Yu Liu, Juan Cheng, Chang Li, Xun Chen:
Green Fluorescent Protein and Phase Contrast Image Fusion Via Detail Preserving Cross Network. 584-597 - Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov:
SGD-Net: Efficient Model-Based Deep Learning With Theoretical Guarantees. 598-610 - Forouz Mahdinezhad Saraskanroud, Ian Jeffrey:
A Comparison of Time-Domain and Frequency-Domain Microwave Imaging of Experimental Targets. 611-623 - Mu Qiao, Yangyang Sun, Jiawei Ma, Ziyi Meng, Xuan Liu, Xin Yuan:
Snapshot Coherence Tomographic Imaging. 624-637 - Hangfan Liu, Jian Zhang, Ruiqin Xiong:
CAS: Correlation Adaptive Sparse Modeling for Image Denoising. 638-647 - Qiaoqiao Ding, Yuesong Nan, Hao Gao, Hui Ji:
Deep Learning With Adaptive Hyper-Parameters for Low-Dose CT Image Reconstruction. 648-660 - Davis Gilton, Gregory Ongie, Rebecca Willett:
Model Adaptation for Inverse Problems in Imaging. 661-674 - Lingyan Ruan, Bin Chen, Jizhou Li, Miu-Ling Lam:
AIFNet: All-in-Focus Image Restoration Network Using a Light Field-Based Dataset. 675-688 - Rencheng Song, Youyou Huang, Kuiwen Xu, Xiuzhu Ye, Chang Li, Xun Chen:
Electromagnetic Inverse Scattering With Perceptual Generative Adversarial Networks. 689-699 - Xu Chen, Bowen Li, Shaowei Jiang, Terrance Zhang, Xu Zhang, Peiwu Qin, Xi Yuan, Yongbing Zhang, Guoan Zheng, Xiangyang Ji:
Accelerated Phase Shifting for Structured Illumination Microscopy Based on Deep Learning. 700-712 - Reijer L. Leijsen, Wyger Brink, Andrew G. Webb, Robert F. Remis:
Effects of Simulated Error-Sources on Different 3-D CSI-EPT Strategies. 713-723 - Mohammad Zalbagi Darestani, Reinhard Heckel:
Accelerated MRI With Un-Trained Neural Networks. 724-733 - Dianlin Hu, Yikun Zhang, Jin Liu, Changping Du, Jinglin Zhang, Shouhua Luo, Guotao Quan, Qiegen Liu, Yang Chen, Limin Luo:
SPECIAL: Single-Shot Projection Error Correction Integrated Adversarial Learning for Limited-Angle CT. 734-746 - Hyungjin Chung, Jaeyoung Huh, Geon Kim, YongKeun Park, Jong Chul Ye:
Missing Cone Artifact Removal in ODT Using Unsupervised Deep Learning in the Projection Domain. 747-758 - Harshit Gupta, Michael T. McCann, Laurène Donati, Michael Unser:
CryoGAN: A New Reconstruction Paradigm for Single-Particle Cryo-EM Via Deep Adversarial Learning. 759-774 - Josué Page Vizcaíno, Federico Saltarin, Yury Belyaev, Ruth Lyck, Tobias Lasser, Paolo Favaro:
Learning to Reconstruct Confocal Microscopy Stacks From Single Light Field Images. 775-788 - Zhun Wei, Zheng Zong, Yusong Wang:
A Reliable Deep Learning Scheme for Nonlinear Reconstructions in Electrical Impedance Tomography. 789-798 - Shuo Zhang, Song Chang, Zeqi Shen, Youfang Lin:
Micro-Lens Image Stack Upsampling for Densely-Sampled Light Field Reconstruction. 799-811 - Yotam Gil, Shay Elmalem, Harel Haim, Emanuel Marom, Raja Giryes:
Online Training of Stereo Self-Calibration Using Monocular Depth Estimation. 812-823 - Han Xu, Hao Zhang, Jiayi Ma:
Classification Saliency-Based Rule for Visible and Infrared Image Fusion. 824-836 - Mauricio Delbracio, Ignacio Garcia-Dorado, Sungjoon Choi, Damien Kelly, Peyman Milanfar:
Polyblur: Removing Mild Blur by Polynomial Reblurring. 837-848 - Yu Sun, Zihui Wu, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov:
Scalable Plug-and-Play ADMM With Convergence Guarantees. 849-863 - Kai Feng, Yongqiang Zhao, Jonathan Cheung-Wai Chan, Seong G. Kong, Xun Zhang, Binglu Wang:
Mosaic Convolution-Attention Network for Demosaicing Multispectral Filter Array Images. 864-878 - Bolin Pan, Simon R. Arridge, Felix Lucka, Ben T. Cox, Nam Huynh, Paul C. Beard, Edward Z. Zhang, Marta M. Betcke:
Photoacoustic Reconstruction Using Sparsity in Curvelet Frame: Image Versus Data Domain. 879-893 - Gabriel Herl, Jochen Hiller, Mareike Thies, Jan-Nico Zaech, Mathias Unberath, Andreas K. Maier:
Task-Specific Trajectory Optimisation for Twin-Robotic X-Ray Tomography. 894-907 - Su Yan, Junjie Huang, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti:
When de Prony Met Leonardo: An Automatic Algorithm for Chemical Element Extraction From Macro X-Ray Fluorescence Data. 908-924 - Loukas Xanthos, Mehmet Emre Yavuz, Ryutaro Himeno, Hideo Yokota, Fumie Costen:
Resolution Enhancement of UWB Time-Reversal Microwave Imaging in Dispersive Environments. 925-934 - Nans Laroche, Sébastien Bourguignon, Jérôme Idier, Ewen Carcreff, Aroune Duclos:
Fast Non-Stationary Deconvolution of Ultrasonic Beamformed Images for Nondestructive Testing. 935-947 - Baorui Wang, Shun Zhang, Yan Feng, Shaohui Mei, Sen Jia, Qian Du:
Hyperspectral Imagery Spatial Super-Resolution Using Generative Adversarial Network. 948-960 - Abderrahim Halimi, Aurora Maccarone, Robert A. Lamb, Gerald S. Buller, Steve McLaughlin:
Robust and Guided Bayesian Reconstruction of Single-Photon 3D Lidar Data: Application to Multispectral and Underwater Imaging. 961-974 - Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard:
Fast Unmixing and Change Detection in Multitemporal Hyperspectral Data. 975-988 - Michael P. Sheehan, Julián Tachella, Mike E. Davies:
A Sketching Framework for Reduced Data Transfer in Photon Counting Lidar. 989-1004 - Jianghong Han, Gang Li, Xiao-Ping Zhang:
One-Bit Radar Imaging Via Adaptive Binary Iterative Hard Thresholding. 1005-1017 - Sean Thammakhoune, Bariscan Yonel, Eric Mason, Birsen Yazici, Yonina C. Eldar:
Phase-Space Function Recovery for Moving Target Imaging in SAR by Convex Optimization. 1018-1030 - Patrice Monkam, Jing Wu, Wenkai Lu, Wenjun Shan, Hao Chen, Yuhao Zhai:
EasySpec: Automatic Specular Reflection Detection and Suppression From Endoscopic Images. 1031-1043 - Rodrigo A. Lobos, Muhammad Usman Ghani, W. Clem Karl, Richard M. Leahy, Justin P. Haldar:
Autoregression and Structured Low-Rank Modeling of Sinogram Neighborhoods. 1044-1054 - Dongyuan Liu, Yao Zhang, Lu Bai, Pengrui Zhang, Feng Gao:
Combining Two-Layer Semi-Three-Dimensional Reconstruction and Multi-Wavelength Image Fusion for Functional Diffuse Optical Tomography. 1055-1068 - Stuart Bennett, Yoann Noblet, Paul F. Griffin, Paul Murray, Stephen Marshall, John Jeffers, Daniel Kuan Li Oi:
Compressive Sampling Using a Pushframe Camera. 1069-1079 - Tianjiao Zeng, Edmund Y. Lam:
Robust Reconstruction With Deep Learning to Handle Model Mismatch in Lensless Imaging. 1080-1092 - Penghui Huang, Muyang Zhan, Zhiwei Yang, Xingzhao Liu, Guisheng Liao, Zhiling Liu, Wentao Du:
High-Resolution ISAR Imaging for Maneuvering Targets Based on Iterative Adaptive Processing. 1093-1108 - Pengfei Nie, Bin Liu, Ping Chen, Yan Han:
Improved Integral Transform Method Based on Gaussian Kernel for Image Reconstruction. 1109-1122 - Davis Gilton, Gregory Ongie, Rebecca Willett:
Deep Equilibrium Architectures for Inverse Problems in Imaging. 1123-1133 - Hao Zhang, Jiteng Yuan, Xin Tian, Jiayi Ma:
GAN-FM: Infrared and Visible Image Fusion Using GAN With Full-Scale Skip Connection and Dual Markovian Discriminators. 1134-1147 - Jorge Bacca, Tatiana Gelvez-Barrera, Henry Arguello:
Deep Coded Aperture Design: An End-to-End Approach for Computational Imaging Tasks. 1148-1160 - Jason Zalev, Michael C. Kolios:
Opto-Acoustic Image Reconstruction and Motion Tracking Using Convex Optimization. 1161-1175 - Zhiyu Zhu, Hui Liu, Junhui Hou, Sen Jia, Qingfu Zhang:
Deep Amended Gradient Descent for Efficient Spectral Reconstruction From Single RGB Images. 1176-1188 - Juan Heredia Juesas, Ali Molaei, Luis Tirado, José Ángel Martínez Lorenzo:
Consensus and Sectioning-Based ADMM With Norm-1 Regularization for Imaging With a Compressive Reflector Antenna. 1189-1204 - Felipe Gutierrez-Barragan, Huaijin G. Chen, Mohit Gupta, Andreas Velten, Jinwei Gu:
iToF2dToF: A Robust and Flexible Representation for Data-Driven Time-of-Flight Imaging. 1205-1214 - Saptarshi Mukherjee, R. Owen Mays, Joseph W. Tringe:
A Microwave Time Reversal Algorithm for Imaging Extended Defects in Dielectric Composites. 1215-1227 - K. Ram Prabhakar, Susmit Agrawal, R. Venkatesh Babu:
Self-Gated Memory Recurrent Network for Efficient Scalable HDR Deghosting. 1228-1239 - Yao Sui, Onur Afacan, Camilo Jaimes, Ali Gholipour, Simon K. Warfield:
Gradient-Guided Isotropic MRI Reconstruction From Anisotropic Acquisitions. 1240-1253 - Shan Liao, Haoen Huang, Jiayong Liu, Xiuchun Xiao, Xiaoyang Li, Shubin Li:
Modified Newton Integration Algorithm With Noise Tolerance for Image Deblurring. 1254-1266 - Fengsheng Wu, Yaotang Li, Chaoqian Li, Ying Wu:
A Fast Tensor Completion Method Based on Tensor QR Decomposition and Tensor Nuclear Norm Minimization. 1267-1277 - Ahmed Al-Saffar, Lei Guo, Amin M. Abbosh:
A Tripartite Data-Driven Approach for Wide-Band Electromagnetic Imaging. 1278-1288 - Ben-Zheng Li, Xi-Le Zhao, Jian-Li Wang, Yong Chen, Tai-Xiang Jiang, Jun Liu:
Tensor Completion Via Collaborative Sparse and Low-Rank Transforms. 1289-1303 - Nathanaël Six, Jens Renders, Jan Sijbers, Jan De Beenhouwer:
Gauss-Newton-Krylov for Reconstruction of Polychromatic X-Ray CT Images. 1304-1313 - Ziwen Ke, Zhuo-Xu Cui, Wenqi Huang, Jing Cheng, Sen Jia, Leslie Ying, Yanjie Zhu, Dong Liang:
Deep Manifold Learning for Dynamic MR Imaging. 1314-1327 - Yaning Li, Xue Wang, Hao Zhu, Guoqing Zhou, Qing Wang:
Deep Anti-Aliasing of Whole Focal Stack Using Slice Spectrum. 1328-1340 - William Herzberg, Daniel B. Rowe, Andreas Hauptmann, Sarah Jane Hamilton:
Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse Problems. 1341-1353 - Taesung Kwon, Jong Chul Ye:
Cycle-Free CycleGAN Using Invertible Generator for Unsupervised Low-Dose CT Denoising. 1354-1368 - Ehsan Miandji, Hoai-Nam Nguyen, Saghi Hajisharif, Jonas Unger, Christine Guillemot:
Compressive HDR Light Field Imaging Using a Single Multi-ISO Sensor. 1369-1384 - Zheng Li, Jun Li, Chaoyue Wang, Zhiyang Lu, Jun Wang, Hongjian He, Jun Shi:
Meta-Learning Based Interactively Connected Clique U-Net for Quantitative Susceptibility Mapping. 1385-1399 - Yu Sun, Jiaming Liu, Mingyang Xie, Brendt Wohlberg, Ulugbek S. Kamilov:
CoIL: Coordinate-Based Internal Learning for Tomographic Imaging. 1400-1412
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