dO: A Differentiable Engine for Deep Lens Design of Computational Imaging Systems (English)
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In:
IEEE Transactions on Computational Imaging
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8
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905-916
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2022
- Article (Journal) / Electronic Resource
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Title:dO: A Differentiable Engine for Deep Lens Design of Computational Imaging Systems
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Contributors:
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Published in:IEEE Transactions on Computational Imaging ; 8 ; 905-916
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Publisher:
- New search for: IEEE
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Publication date:2022-01-01
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Size:4468925 byte
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Table of contents – Volume 8
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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A New Nonlinear Sparse Optimization Framework in Ultrasound-Modulated Optical TomographyRoy, Souvik et al. | 2022
- 12
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Reconstructing Clear Image for High-Speed Motion Scene With a Retina-Inspired Spike CameraZhao, Jing / Xiong, Ruiqin / Xie, Jiyu / Shi, Boxin / Yu, Zhaofei / Gao, Wen / Huang, Tiejun et al. | 2022
- 28
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Deep Unfolding Network for Spatiospectral Image Super-ResolutionMa, Qing / Jiang, Junjun / Liu, Xianming / Ma, Jiayi et al. | 2022
- 41
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Reduced-Space Relevance Vector Machine for Adaptive Electrical Capacitance Volume TomographyOspina Acero, Daniel / Marashdeh, Qussai / Teixeira, Fernando et al. | 2022
- 54
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Superpixel Guided Network for Three-Dimensional Stereo MatchingYe, Xiaoqian / Sang, Xinzhu / Chen, Duo / Wang, Peng / Wang, Kuiru / Yan, Binbin / Liu, Boyang / Wang, Huachun / Qi, Shuai et al. | 2022
- 69
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Adaptive and Progressive Multispectral Image DemosaickingGupta, Medha / Rathi, Vishwas / Goyal, Puneet et al. | 2022
- 81
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Multi-Resolution Data Fusion for Super Resolution ImagingReid, Emma J. / Drummy, Lawrence F. / Bouman, Charles A. / Buzzard, Gregery T. et al. | 2022
- 96
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Truncated Residual Based Plug-and-Play ADMM Algorithm for MRI ReconstructionHou, Ruizhi / Li, Fang / Zhang, Guixu et al. | 2022
- 109
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Image Reconstruction Based on Fractional Tikhonov Framework for Planar Array Capacitance SensorSun, Yurong / Zhang, Yuyan / Wen, Yintang et al. | 2022
- 121
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Hybrid Approaches in Microwave Imaging Using Quantitative Time- and Frequency-Domain AlgorithmsSaraskanroud, Forouz Mahdinezhad / Jeffrey, Ian et al. | 2022
- 133
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Kernel Regression Imputation in Manifolds Via Bi-Linear Modeling: The Dynamic-MRI CaseSlavakis, Konstantinos / Shetty, Gaurav N. / Cannelli, Loris / Scutari, Gesualdo / Nakarmi, Ukash / Ying, Leslie et al. | 2022
- 148
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Luminance-Depth Reconstruction From Compressed Time-of-Flight HistogramsPoisson, Valentin / Nguyen, Van Thien / Guicquero, William / Sicard, Gilles et al. | 2022
- 162
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Injected Infrared and Visible Image Fusion via $L_{1}$ Decomposition Model and Guided FilteringYan, Hui / Zhang, Jin-Xi / Zhang, Xuefeng et al. | 2022
- 174
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Fast Task-Based Adaptive Sampling for 3D Single-Photon Multispectral Lidar DataBelmekki, Mohamed Amir Alaa / Tobin, Rachael / Buller, Gerald S. / McLaughlin, Stephen / Halimi, Abderrahim et al. | 2022
- 188
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High-Accuracy Image Formation Model for Coded Aperture Snapshot Spectral ImagingSong, Lingfei / Wang, Lizhi / H. Kim, Min / Huang, Hua et al. | 2022
- 201
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Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral RegularizationHuang, Tao / Dong, Weisheng / Wu, Jinjian / Li, Leida / Li, Xin / Shi, Guangming et al. | 2022
- 215
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AS-Net: Fast Photoacoustic Reconstruction With Multi-Feature Fusion From Sparse DataGuo, Mengjie / Lan, Hengrong / Yang, Changchun / Liu, Jiang / Gao, Fei et al. | 2022
- 224
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Adaptive Illumination Based Depth Sensing Using Deep Superpixel and Soft Sampling ApproximationDai, Qiqin / Li, Fengqiang / Cossairt, Oliver / Katsaggelos, Aggelos K. et al. | 2022
- 236
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Physics-Guided Loss Functions Improve Deep Learning Performance in Inverse ScatteringLiu, Zicheng / Roy, Mayank / Prasad, Dilip K. / Agarwal, Krishna et al. | 2022
- 246
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Deep Residual Architecture Using Pixel and Feature Cues for View Synthesis and Temporal InterpolationShi, Jinglei / Jiang, Xiaoran / Guillemot, Christine et al. | 2022
- 260
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Super-Resolution Hyperspectral Reconstruction With Majorization-Minimization Algorithm and Low-Rank ApproximationAbi-Rizk, Ralph / Orieux, Francois / Abergel, Alain et al. | 2022
- 273
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Compressive Synthetic Aperture Radar Imaging and Autofocusing by Augmented Lagrangian MethodsGungor, Alper / Cetin, Mujdat / Guven, H. Emre et al. | 2022
- 286
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Shift-Invariant-Subspace Discretization and Volume Reconstruction for Light Field MicroscopyVerinaz-Jadan, Herman / Song, Pingfan / Howe, Carmel L. / Foust, Amanda J. / Dragotti, Pier Luigi et al. | 2022
- 302
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Region-of-Interest Prioritised Sampling for Constrained Autonomous Exploration SystemsBhattacharjee, Protim / Burger, Martin / Borner, Anko / Morgenshtern, Veniamin I. et al. | 2022
- 317
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Slope Disparity Gating: System and ApplicationsChandran, Sreenithy / Kubo, Hiroyuki / Ueda, Tomoki / Funatomi, Takuya / Mukaigawa, Yasuhiro / Jayasuriya, Suren et al. | 2022
- 333
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Single-Pass Object-Adaptive Data Undersampling and Reconstruction for MRIHuang, Zhishen / Ravishankar, Saiprasad et al. | 2022
- 346
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Constrained Predictive Filters for Single Image Bokeh RenderingZheng, Bolun / Chen, Quan / Yuan, Shanxin / Zhou, Xiaofei / Zhang, Hua / Zhang, Jiyong / Yan, Chenggang / Slabaugh, Gregory et al. | 2022
- 358
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Mitigating Object Prior-Bias From Sparse-Projection Tomographic ReconstructionsGopal, Preeti / Chandran, Sharat / Svalbe, Imants / Rajwade, Ajit et al. | 2022
- 371
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3D Location and Trajectory Reconstruction of a Moving Object Behind Scattering MediaDeng, Rujia / Jin, Xin / Du, Dongyu et al. | 2022
- 385
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Parallel Block Compressive LiDAR ImagingAsmann, Andreas / Mota, Joao F. C. / Stewart, Brian D. / Wallace, Andrew Michael et al. | 2022
- 397
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Light Field Reconstruction Using Efficient Pseudo 4D Epipolar-Aware StructureChen, Yangling / Zhang, Shuo / Chang, Song / Lin, Youfang et al. | 2022
- 411
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Bounce-Flash LidarHenley, Connor / Hollmann, Joseph / Raskar, Ramesh et al. | 2022
- 425
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Learning Multiscale Convolutional Dictionaries for Image ReconstructionLiu, Tianlin / Chaman, Anadi / Belius, David / Dokmanic, Ivan et al. | 2022
- 438
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Multi-Frame Constrained Block Sparse Bayesian Learning for Flexible Tactile Sensing Using Electrical Impedance TomographyMa, Gang / Chen, Haofeng / Wang, Peng / Wang, Xiaojie et al. | 2022
- 449
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Alternating Learning Approach for Variational Networks and Undersampling Pattern in Parallel MRI ApplicationsZibetti, Marcelo Victor Wust / Knoll, Florian / Regatte, Ravinder R. et al. | 2022
- 462
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Recovery of Conformational Continuum From Single-Particle Cryo-EM Images: Optimization of ManifoldEM Informed by Ground TruthSeitz, Evan / Acosta-Reyes, Francisco / Maji, Suvrajit / Schwander, Peter / Frank, Joachim et al. | 2022
- 479
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Learning Image Formation and Regularization in Unrolling AMP for Lensless Image ReconstructionYang, Jingyu / Yin, Xiangjun / Zhang, Mengxi / Yue, Huihui / Cui, Xingyu / Yue, Huanjing et al. | 2022
- 490
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Joint Retrospective Motion Correction and Reconstruction for Brain MRI With a Reference ContrastRizzuti, Gabrio / Sbrizzi, Alessandro / van Leeuwen, Tristan et al. | 2022
- 505
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Sparsity-Aware OCT Volumetric Data Restoration Using Optical Synthesis ModelKobayashi, Ruiki / Fujii, Genki / Yoshida, Yuta / Ota, Takeru / Nin, Fumiaki / Hibino, Hiroshi / Choi, Samuel / Ono, Shunsuke / Muramatsu, Shogo et al. | 2022
- 521
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Online Beam Current Estimation in Particle Beam MicroscopySeidel, Sheila W. / Watkins, Luisa / Peng, Minxu / Agarwal, Akshay / Yu, Christopher / Goyal, Vivek K et al. | 2022
- 536
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Photon-Counting CT Reconstruction With a Learned Forward OperatorStrom, Emanuel / Persson, Mats / Eguizabal, Alma / Oktem, Ozan et al. | 2022
- 551
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Robust Deep Compressive Sensing With Recurrent-Residual Structural ConstraintsNiu, Jun et al. | 2022
- 561
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Exposure-Referred Signal-to-Noise Ratio for Digital Image SensorsGnanasambandam, Abhiram / Chan, Stanley H. et al. | 2022
- 576
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Vignetting Correction Based on a Two-Dimensional Gaussian Filter With Harmony for Area Array SensorsCao, Hongtao / Gu, Xingfa / Zhang, Mixia / Zhang, Haifeng / Chen, Xinran et al. | 2022
- 585
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Deep Denoising for Scientific Discovery: A Case Study in Electron MicroscopyMohan, Sreyas / Manzorro, Ramon / Vincent, Joshua L. / Tang, Binh / Sheth, Dev Y. / Simoncelli, Eero P. / Matteson, David S. / Crozier, Peter A. / Fernandez-Granda, Carlos et al. | 2022
- 598
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TOP-CT: Trajectory With Overlapping Projections X-Ray Computed TomographySchut, Dirk Elias / Batenburg, Kees Joost / van Liere, Robert / van Leeuwen, Tristan et al. | 2022
- 609
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Unrolled Wirtinger Flow With Deep Decoding Priors for Phaseless ImagingKazemi, Samia / Yonel, Bariscan / Yazici, Birsen et al. | 2022
- 626
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Blind NCS-Based Autofocus for Airborne Wide-Beam SAR ImagingChen, Jianlai / Zhang, Junchao / Yu, Hanwen / Xu, Gang / Liang, Buge / Yang, De-Gui / Wang, Hui et al. | 2022
- 639
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Photon-Efficient Non-Line-of-Sight ImagingLiu, Jianjiang / Zhou, Yijun / Huang, Xin / Li, Zheng-Ping / Xu, Feihu et al. | 2022
- 651
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SparseAlign: A Grid-Free Algorithm for Automatic Marker Localization and Deformation Estimation in Cryo-Electron TomographyGanguly, Poulami Somanya / Lucka, Felix / Kohr, Holger / Franken, Erik / Hupkes, Hermen Jan / Batenburg, Kees Joost et al. | 2022
- 666
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CodEx: A Modular Framework for Joint Temporal De-Blurring and Tomographic ReconstructionMajee, Soumendu / Aslan, Selin / Gursoy, Doga / Bouman, Charles A. et al. | 2022
- 679
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AIVUS: Guidewire Artifacts Inpainting for Intravascular Ultrasound Imaging With United Spatiotemporal Aggregation LearningLi, Bangjun / Zhang, Pengfei / Cao, Yankun / Sun, Longkun / Feng, Jianqin / Zhang, Yuezhong / Yang, Qi / Li, Yujun / Liu, Zhi et al. | 2022
- 693
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Wasserstein Patch Prior for Image SuperresolutionHertrich, Johannes / Houdard, Antoine / Redenbach, Claudia et al. | 2022
- 705
-
An Adversarial Learning Based Approach for 2D Unknown View TomographyZehni, Mona / Zhao, Zhizhen et al. | 2022
- 721
-
Lightweight Deep Learning Architecture for MPI Correction and Transient ReconstructionSimonetto, Adriano / Agresti, Gianluca / Zanuttigh, Pietro / Schafer, Henrik et al. | 2022
- 733
-
An Ultra-sparse View CT Imaging Method Based on X-ray2CTNetSun, Xueqin / Li, Xuru / Chen, Ping et al. | 2022
- 743
-
SRInpaintor: When Super-Resolution Meets Transformer for Image InpaintingLi, Feng / Li, Anqi / Qin, Jia / Bai, Huihui / Lin, Weisi / Cong, Runmin / Zhao, Yao et al. | 2022
- 759
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Deep Expectation-Maximization for Single-Pixel Image Reconstruction With Signal-Dependent NoiseMur, Antonio Lorente / Peyrin, Francoise / Ducros, Nicolas et al. | 2022
- 770
-
What Does a One-Bit Quanta Image Sensor Offer?Chan, Stanley H. et al. | 2022
- 784
-
Quantitative Phase and Absorption Contrast ImagingMoscoso, Miguel / Novikov, Alexei / Papanicolaou, George / Tsogka, Chrysoula et al. | 2022
- 795
-
COCOA: Combining Color Constancy Algorithms for Images and VideosZini, Simone / Buzzelli, Marco / Bianco, Simone / Schettini, Raimondo et al. | 2022
- 808
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3D Imaging Method Based on Digital Coding Metasurface With Unknown Mutual CouplingGao, Sizhe / Ma, Hui / Wei, Shaopeng / Liu, Hongwei / Wang, Guoqiang et al. | 2022
- 893
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Nonlinear Waveform Inversion for Quantitative UltrasoundShultzman, Avner / Eldar, Yonina C. et al. | 2022
- 905
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dO: A Differentiable Engine for Deep Lens Design of Computational Imaging SystemsWang, Congli / Chen, Ni / Heidrich, Wolfgang et al. | 2022
- 917
-
Towards Data-Informed Motion Artifact Reduction in Quantitative CT Using Piecewise Linear InterpolationBoigne, Emeric / Parkinson, Dilworth Y. / Ihme, Matthias et al. | 2022
- 933
-
A Deep Unfolding Method for Satellite Super ResolutionWang, Jiaming / Shao, Zhenfeng / Huang, Xiao / Lu, Tao / Zhang, Ruiqian et al. | 2022
- 945
-
Improved Sparse Signal Recovery via Adaptive Correlated Noise ModelEslahi, Nasser / Foi, Alessandro et al. | 2022
- 961
-
A Deep Recurrent Neural Network With FISTA Optimization for CT Metal Artifact ReductionIkuta, Masaki / Zhang, Jun et al. | 2022
- 972
-
Craniofacial Volumetric Image Estimation From a Lateral Cephalogram Using Cross-Dimensional Discrete Embedding MappingJiang, Yikun / Pei, Yuru / Li, Peixin / Zhang, Yungeng / Guo, Yuke / Fan, Yi / Chen, Gui / Dai, Fanfan / Xu, Tianmin / Yuan, Xiaoru et al. | 2022
- 986
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Multistatic Uniform Diffraction Tomography Derived Structural-Prior in Bayesian Inversion Framework for Microwave TomographyOmrani, Adel / Yadav, Rahul / Link, Guido / Lahivaara, Timo / Vauhkonen, Marko / Jelonnek, John et al. | 2022
- 1025
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Scalable Image Compressed Sensing With Generator NetworksZhong, Yuanhong / Zhang, Chenxu / Ren, Fan / Kuang, Honggang / Tang, Panliang et al. | 2022
- 1038
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Compressive Spectral X-Ray CT Reconstruction via Deep LearningZhang, Tong / Zhao, Shengjie / Ma, Xu / Restrepo, Carlos M. / Arce, Gonzalo R. et al. | 2022
- 1051
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Photon-Limited Blind Deconvolution Using Unsupervised Iterative Kernel EstimationSanghvi, Yash / Gnanasambandam, Abhiram / Mao, Zhiyuan / Chan, Stanley H. et al. | 2022
- 1063
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Deep Learning for TOF Extraction in Bone Ultrasound TomographyShi, Qinzhen / Zhou, Tianhua / Li, Yifang / Liu, Chengcheng / Ta, Dean et al. | 2022
- 1074
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Scatter Correction in X-Ray CT by Physics-Inspired Deep LearningIskender, Berk / Bresler, Yoram et al. | 2022
- 1089
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Fourier-Based Near-Field Three-Dimensional Image Reconstruction in a Multistatic Imaging Structure Using Dynamic Metasurface AntennasMolaei, Amir Masoud / Fromenteze, Thomas / Hu, Shaoqing / Fusco, Vincent / Yurduseven, Okan et al. | 2022
- 1101
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DDPTransformer: Dual-Domain With Parallel Transformer Network for Sparse View CT Image ReconstructionLi, Runrui / Li, Qing / Wang, Hexi / Li, Saize / Zhao, Juanjuan / Yan, Qiang / Wang, Long et al. | 2022
- 1117
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Attention-Guided Polarization Image Fusion Using Salient Information DistributionXu, Han / Sun, Yucheng / Mei, Xiaoguang / Tian, Xin / Ma, Jiayi et al. | 2022
- 1131
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Spatial-Angular Versatile Convolution for Light Field ReconstructionCheng, Zhen / Liu, Yutong / Xiong, Zhiwei et al. | 2022
- 1145
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EVA$^{2}$: Event-Assisted Video Frame Interpolation via Cross-Modal Alignment and AggregationXiao, Zeyu / Weng, Wenming / Zhang, Yueyi / Xiong, Zhiwei et al. | 2022
- 1159
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Real-Time Dense Field Phase-to-Space Simulation of Imaging Through Atmospheric TurbulenceChimitt, Nicholas / Zhang, Xingguang / Mao, Zhiyuan / Chan, Stanley H. et al. | 2022
- 1170
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Bistatic SAR Moving Targets Refocus Based on Polar Formatted Phase Error Analysis and Clutter SeparationWang, Xin / Li, Haichao et al. | 2022
- 1184
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Stochastic Higher-Order Independent Component Analysis for Hyperspectral Dimensionality ReductionLupu, Daniela / Necoara, Ion / Garrett, Joseph L. / Johansen, Tor Arne et al. | 2022
- 1195
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Uncertainty Quantification for Deep Unrolling-Based Computational ImagingEkmekci, Canberk / Cetin, Mujdat et al. | 2022
- 1210
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An Educated Warm Start for Deep Image Prior-Based Micro CT ReconstructionBarbano, Riccardo / Leuschner, Johannes / Schmidt, Maximilian / Denker, Alexander / Hauptmann, Andreas / Maass, Peter / Jin, Bangti et al. | 2022
- 1223
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Group Shuffle and Spectral-Spatial Fusion for Hyperspectral Image Super-ResolutionWang, Xinya / Cheng, Yingsong / Mei, Xiaoguang / Jiang, Junjun / Ma, Jiayi et al. | 2022
- 1237
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Bayesian Inversion for Nonlinear Imaging Models Using Deep Generative PriorsBohra, Pakshal / Pham, Thanh-an / Dong, Jonathan / Unser, Michael et al. | 2022
- 1250
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Annular Computational Imaging: Capture Clear Panoramic Images Through Simple LensJiang, Qi / Shi, Hao / Sun, Lei / Gao, Shaohua / Yang, Kailun / Wang, Kaiwei et al. | 2022
- 1265
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Inferring Objects From Lensless Imaging MeasurementsYin, Xiangjun / Yue, Huanjing / Zhang, Mengxi / Yue, Huihui / Cui, Xingyu / Yang, Jingyu et al. | 2022
- 1277
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List of Reviewers| 2022
- C2
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IEEE Signal Processing Society| 2022