An Introduction To Compressive Sampling

Candes, E.J., Wakin, M.B.·2008·IEEE Signal Processing Magazine

Cited by (1,006)

Items 401–500 of 1,006

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    Andriyan Bayu Suksmono, Endon Bharata, A.A. Lestari, Alexander Georgievic Yarovoy, L.P. Ligthart · 2010 · IEEE Geoscience and Remote Sensing Letters
  2. Compressive Sensing as Applied to Inverse Problems for Imaging: Theory, Applications, Current Trends, and Open Challenges
    Giacomo Oliveri, Marco Salucci, Nicola Anselmi, Andrea Massa · 2017 · IEEE Antennas and Propagation Magazine
  3. SwinGAN: A dual-domain Swin Transformer-based generative adversarial network for MRI reconstruction
    Xiang Zhao, Tiejun Yang, Bingjie Li, Xin Zhang · 2022 · Computers in Biology and Medicine
  4. Efficient Generation of Transcriptomic Profiles by Random Composite Measurements
    Cleary, Brian, Cong, Le, Cheung, Anthea, Lander, Eric S., Regev, Aviv · 2017 · Cell
  5. Embedding cryptographic features in compressive sensing
    Yushu Zhang, Jiantao Zhou, Fei Chen, Leo Yu Zhang, Kwok‐Wo Wong, Xing He, Di Xiao · 2016 · Neurocomputing
  6. Single-pixel polarimetric imaging spectrometer by compressive sensing
    Fernando Soldevila, Esther Irles, Vicente Durán, Pere Clemente, M. Fernandez Alonso, Enrique Tajahuerce, Jesús Láncis · 2013 · Applied Physics B
  7. A Tensor-Based Method for Large-Scale Blind Source Separation Using Segmentation
    Martijn Boussé, Otto Debals, Lieven De Lathauwer · 2016 · IEEE Transactions on Signal Processing
  8. A robust and efficient stepwise regression method for building sparse polynomial chaos expansions
    Simon Abraham, Mehrdad Raisee, Ghader Ghorbaniasl, Francesco Contino, Chris Lacor · 2016 · Journal of Computational Physics
  9. A Survey of Techniques for the Identification of Mobile Phones Using the Physical Fingerprints of the Built-In Components
    Gianmarco Baldini, Gary Steri · 2017 · IEEE Communications Surveys & Tutorials
  10. DeepGhost: real-time computational ghost imaging via deep learning
    Saad Rizvi, Jie Cao, Kaiyu Zhang, Qun Hao · 2020 · Scientific Reports
  11. Localization as a Key Enabler of 6G Wireless Systems: A Comprehensive Survey and an Outlook
    Stylianos E. Trevlakis, Alexandros–Apostolos A. Boulogeorgos, Dimitrios Pliatsios, Jorge Querol, Konstantinos Ntontin, Panagiotis G. Sarigiannidis, Symeon Chatzinotas, Marco Di Renzo · 2023 · IEEE Open Journal of the Communications Society
  12. The application of compressive sampling to radio astronomy
    F. Li, T. J. Cornwell, Frank de Hoog · 2011 · Astronomy and Astrophysics
  13. Sparse polynomial chaos expansions via compressed sensing and D-optimal design
    Paul Diaz, Alireza Doostan, Jerrad Hampton · 2018 · Computer Methods in Applied Mechanics and Engineering
  14. Block-Sparsity-Based Multiuser Detection for Uplink Grant-Free NOMA
    Yang Du, Cong Cheng, Binhong Dong, Zhi Chen, Xiaodong Wang, Jun Fang, Shaoqian Li · 2018 · IEEE Transactions on Wireless Communications
  15. A Scale-Invariant Approach for Sparse Signal Recovery
    Yaghoub Rahimi, Chao Wang, Hongbo Dong, Yifei Lou · 2019 · SIAM Journal on Scientific Computing
  16. Compressed ultrahigh-speed single-pixel imaging by swept aggregate patterns
    Patrick Kilcullen, T. Ozaki, Jinyang Liang · 2022 · Nature Communications
  17. MR Myocardial Perfusion Imaging
    Otávio R. Coelho‐Filho, Carsten Rickers, Raymond Y.K. Kwong, Michael Jerosch‐Herold · 2013 · Radiology
  18. Sparse Representation Based Frequency Detection and Uncertainty Reduction in Blade Tip Timing Measurement for Multi-Mode Blade Vibration Monitoring
    Minghao Pan, Yongmin Yang, Fengjiao Guan, Haifeng Hu, Hailong Xu · 2017 · Sensors
  19. Learning-Based Compressive Subsampling
    Luca Baldassarre, Yen-Huan Li, Jonathan Scarlett, Baran Gözcü, Ilija Bogunovic, Volkan Cevher · 2016 · IEEE Journal of Selected Topics in Signal Processing
  20. Observing the clouds: a survey and taxonomy of cloud monitoring
    Jonathan Stuart Ward, Adam Barker · 2014 · Journal of Cloud Computing Advances Systems and Applications
  21. Towards Energy-Efficient Wireless Networking in the Big Data Era: A Survey
    Xianghui Cao, Lu Liu, Yu Cheng, Xuemin Shen · 2017 · IEEE Communications Surveys & Tutorials
  22. Reconstruction of the sound field in a room using compressive sensing
    Samuel A. Verburg, Efrén Fernández-Grande · 2018 · The Journal of the Acoustical Society of America
  23. Compressive imaging through a multimode fiber
    Lyubov V. Amitonova, Johannes F. de Boer · 2018 · Optics Letters
  24. Channel Estimation Techniques for Millimeter-Wave Communication Systems: Achievements and Challenges
    Kaïs Hassan, Mohammad Masarra, Marie Zwingelstein‐Colin, Iyad Dayoub · 2020 · IEEE Open Journal of the Communications Society
  25. Time-series–based prediction of complex oscillator networks via compressive sensing
    Wen-Xu Wang, Rui Yang, Ying-Cheng Lai, Vassilios I. Kovanis, Mary Ann F. Harrison · 2011 · Europhysics Letters (EPL)
  26. Spatiotemporal Sparse Bayesian Learning With Applications to Compressed Sensing of Multichannel Physiological Signals
    Zhilin Zhang, Tzyy‐Ping Jung, Scott Makeig, Zhouyue Pi, Bhaskar D. Rao · 2014 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
  27. Joint Channel Estimation and Impulsive Noise Mitigation in Underwater Acoustic OFDM Communication Systems
    Peng Chen, Yue Rong, Sven Erik Nordholm, Zhiqiang He, Alec J. Duncan · 2017 · IEEE Transactions on Wireless Communications
  28. Statistical interpretation of spatially varying 2D geo-data from sparse measurements using Bayesian compressive sampling
    Tengyuan Zhao, Yue Hu, Yu Wang · 2018 · Engineering Geology
  29. Data-driven science and machine learning methods in laser–plasma physics
    A. Döpp, C. Eberle, Sunny Howard, Faran Irshad, Jinpu Lin, M. J. V. Streeter · 2023 · High Power Laser Science and Engineering
  30. Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems
    Luisa F. Polania, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner · 2014 · IEEE Journal of Biomedical and Health Informatics
  31. Compressed sensing of time-varying signals
    Daniele Angelosante, Georgios B. Giannakis, Emanuele Grossi · 2009 · IEEE International Conference on Digital Signal Processing (DSP)
  32. Energy efficient information collection in wireless sensor networks using adaptive compressive sensing
    Chun Tung Chou, Rajib Kumar Rana, Wen Song Hu · 2009 · Conference on Local Computer Networks
  33. A Novel Compressive Sensing Algorithm for SAR Imaging
    Xiao Na Dong, Yunhua Zhang · 2014 · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  34. Multilevel bioluminescence tomography based on radiative transfer equation Part 1: l1 regularization
    Hao Gao, Hongkai Zhao C · 2010 · Optics Express
  35. Energy efficient telemonitoring of physiological signals via compressed sensing: A fast algorithm and power consumption evaluation
    Benyuan Liu, Zhilin Zhang, Gary Xu, Hongqi Fan, Qiang Fu · 2014 · Biomedical Signal Processing and Control
  36. Digital image information encryption based on Compressive Sensing and double random-phase encoding technique
    Pei Lü, Zhiyong Xu, Xi Lu, Xiaoyong Liu · 2012 · Optik
  37. A compressive sensing approach for expression-invariant face recognition
    Pradeep Nagesh, Baoxin Li · 2009 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  38. Learning Incoherent Dictionaries for Sparse Approximation Using Iterative Projections and Rotations
    Daniele Barchiesi, Mark D. Plumbley · 2013 · IEEE Transactions on Signal Processing
  39. Compressive sensing spectrometry based on liquid crystal devices
    Yitzhak August, Adrian Stern · 2013 · Optics Letters
  40. Saliency-Based Compressive Sampling for Image Signals
    Ying Yu, Bin Wang, Liming Zhang · 2010 · IEEE Signal Processing Letters
  41. Applying CS and WSN methods for improving efficiency of frozen and chilled aquatic products monitoring system in cold chain logistics
    Xinqing Xiao, Qile He, Zetian Fu, Mark Xu, Xiaoshuan Zhang · 2015 · Food Control
  42. A Compressed Sensing Parameter Extraction Platform for Radar Pulse Signal Acquisition
    Juhwan Yoo, Christopher K. Turnes, Eric B. Nakamura, Chi K. Le, Stephen Becker, Emilio A. Sovero, Michael B. Wakin, Michael C. Grant, Justin Romberg, Azita Emami et al. · 2012 · IEEE Journal on Emerging and Selected Topics in Circuits and Systems
  43. Multiple-image encryption by space multiplexing based on compressive sensing and the double-random phase-encoding technique
    Deepan Balakrishnan, Chenggen Quan, Yong Wang, Cho Jui Tay · 2014 · Applied Optics
  44. Separation and Analysis of Fetal-ECG Signals From Compressed Sensed Abdominal ECG Recordings
    Giulia Da Poian, Riccardo Bernardini, R. Rinaldo · 2015 · IEEE Transactions on Biomedical Engineering
  45. A 90 nm CMOS, $6\ {\upmu {\text{W}}}$ Power-Proportional Acoustic Sensing Frontend for Voice Activity Detection
    Komail M. H. Badami, Steven Lauwereins, Wannes Meert, Marian Verhelst · 2015 · IEEE Journal of Solid-State Circuits
  46. Model recovery for multi-input signal-output nonlinear systems based on the compressed sensing recovery theory
    Yan cheng Ji, Zhen Kang, Xiao Zhang, Ling Xu · 2022 · Journal of the Franklin Institute
  47. Beyond Consistent Reconstructions: Optimality and Sharp Bounds for Generalized Sampling, and Application to the Uniform Resampling Problem
    Ben Adcock, Anders C. Hansen, Clarice Poon · 2013 · SIAM Journal on Mathematical Analysis
  48. Stable reconstructions in Hilbert spaces and the resolution of the Gibbs phenomenon
    Ben Adcock, Anders C. Hansen · 2011 · Applied and Computational Harmonic Analysis
  49. Anomaly Detection and Reconstruction From Random Projections
    James E. Fowler, Qian Du · 2011 · IEEE Transactions on Image Processing
  50. Impact-force sparse reconstruction from highly incomplete and inaccurate measurements
    Baijie Qiao, Xingwu Zhang, Jiawei Gao, Xuefeng Chen · 2016 · Journal of Sound and Vibration
  51. An EEG Acquisition and Biomarker-Extraction System Using Low-Noise-Amplifier and Compressive-Sensing Circuits Based on Flexible, Thin-Film Electronics
    Tiffany Moy, Liechao Huang, Warren S. A. Rieutort-Louis, Can Wu, Paul Cuff, S. Wagner, James C. Sturm, Naveen Verma · 2016 · IEEE Journal of Solid-State Circuits
  52. Demonstration of a compressive-sensing Fourier-transform on-chip spectrometer
    Hugh Podmore, Alan D. Scott, Pavel Cheben, Aitor Villafranca Velasco, Jens H. Schmid, Martin Vachon, Regina Lee · 2017 · Optics Letters
  53. Fall detection and human activity classification using wearable sensors and compressed sensing
    Oussama Kerdjidj, Naeem Ramzan, Khalida Ghanem, Abbes Amira, Fatima Chouireb · 2019 · Journal of Ambient Intelligence and Humanized Computing
  54. Interpretation of soil property profile from limited measurement data: a compressive sampling perspective
    Yu Wang, Tengyuan Zhao · 2016 · Canadian Geotechnical Journal
  55. The causality principle in the reconstruction of sparse NMR spectra
    Maxim Mayzel, Krzysztof Kazimierczuk, Vladislav Orekhov · 2014 · Chemical Communications
  56. Physics-Inspired Compressive Sensing: Beyond deep unrolling
    Jian Zhang, Bin Chen, Ruiqin Xiong, Yongbing Zhang · 2023 · IEEE Signal Processing Magazine
  57. A Bayesian approach for inferring neuronal connectivity from calcium fluorescent imaging data
    Yuriy Mishchenko, Joshua T Vogelstein, Liam Paninski · 2011 · The Annals of Applied Statistics
  58. Distributed Compressed Estimation Based on Compressive Sensing
    Songcen Xu, Rodrigo C. de Lamare, H. Vincent Poor · 2015 · IEEE Signal Processing Letters
  59. Depth Reconstruction From Sparse Samples: Representation, Algorithm, and Sampling
    Lee-Kang Liu, Stanley H. Chan, Truong Q. Nguyen · 2015 · IEEE Transactions on Image Processing
  60. Neural Networks and Deep Learning
    Steven L. Brunton, J. Nathan Kutz · 2019 · Cambridge University Press eBooks
  61. Image Compressed Sensing Using Non-Local Neural Network
    Wenxue Cui, Shaohui Liu, Feng Jiang, Debin Zhao · 2021 · IEEE Transactions on Multimedia
  62. Compressive-Sensing-Based Grant-Free Massive Access for 6G Massive Communication
    Zhen Gao, Malong Ke, Yikun Mei, Li Qiao, Sheng Chen, Derrick Wing Kwan Ng, H. Vincent Poor · 2023 · IEEE Internet of Things Journal
  63. Compressive Sensing Reconstruction With Prior Information by Iteratively Reweighted Least-Squares
    Cristiano Jacques Miosso, Ricardo F. von Borries, Miguel Argáez, Leticia Velázquez, Carlos Quintero, Cristhian Potes · 2009 · IEEE Transactions on Signal Processing
  64. Hardware-Algorithms Co-Design and Implementation of an Analog-to-Information Converter for Biosignals Based on Compressed Sensing
    Fabio Pareschi, Pierluigi Albertini, Giovanni Frattini, Mauro Mangia, Riccardo Rovatti, Gianluca Setti · 2015 · IEEE Transactions on Biomedical Circuits and Systems
  65. Miniature Compressive Ultra-spectral Imaging System Utilizing a Single Liquid Crystal Phase Retarder
    Isaac Y. August, Yaniv Oiknine, Marwan Jamal Abuleil, Ibrahim S. Abdulhalim, Adrian Stern · 2016 · Scientific Reports
  66. Wave Theory of Information
    Massimo Franceschetti · 2017 · Cambridge University Press eBooks
  67. Output-only modal identification by compressed sensing: Non-uniform low-rate random sampling
    Yongchao Yang, Satish Nagarajaiah · 2014 · Mechanical Systems and Signal Processing
  68. An Improved RIP-Based Performance Guarantee for Sparse Signal Recovery via Orthogonal Matching Pursuit
    Ling-Hua Chang, Jwo-Yuh Wu · 2014 · IEEE Transactions on Information Theory
  69. Bayesian compressive sensing for approximately sparse signals and application to structural health monitoring signals for data loss recovery
    Yong Huang, James L. Beck, Stephen Wu, Hui Li · 2016 · Probabilistic Engineering Mechanics
  70. Scalable genetic screening for regulatory circuits using compressed Perturb-seq
    Yao, Douglas, Binan, Loic, Bezney, Jon, Simonton, Brooke, Freedman, Jahanara, Frangieh, Chris J., Dey, Kushal, Geiger-Schuller, Kathryn, Eraslan, Basak, Gusev, Alexander et al. · 2024 · Nature Biotechnology
  71. Machine Audition
    Wenwu Wang · 2010 · IGI Global eBooks
  72. Efficient Compressive Channel Estimation for Millimeter-Wave Large-Scale Antenna Systems
    Cheng-Rung Tsai, Yu-Hsin Liu, An-Yeu Andy Wu · 2018 · IEEE Transactions on Signal Processing
  73. Integrated reconstructive spectrometer with programmable photonic circuits
    Chunhui Yao, Kangning Xu, Wanlu Zhang, Minjia Chen, Qixiang Cheng, Richard V. Penty · 2023 · Nature Communications
  74. Compressive Hyperspectral Imaging via Sparse Tensor and Nonlinear Compressed Sensing
    Shuyuan Yang, Min Wang, Peng Li, Jin Li, Bin Wu, Licheng Jiao · 2015 · IEEE Transactions on Geoscience and Remote Sensing
  75. A Sparsity Promoting Adaptive Algorithm for Distributed Learning
    Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis · 2012 · IEEE Transactions on Signal Processing
  76. A Sub-Nyquist Rate Sampling Receiver Exploiting Compressive Sensing
    Xi Chen, Zhuizhuan Yu, Sebastián Hoyos, Brian M. Sadler, José Silva-Martínez · 2011 · IEEE Transactions on Circuits and Systems I Regular Papers
  77. An Image Reconstruction Algorithm for Electrical Impedance Tomography Using Adaptive Group Sparsity Constraint
    Yunjie Yang, Jiabin Jia · 2017 · IEEE Transactions on Instrumentation and Measurement
  78. In vivo lensless microscopy via a phase mask generating diffraction patterns with high-contrast contours
    Jesse K. Adams, Dong Yan, Jimin Wu, Vivek Boominathan, Sibo Gao, Alex V. Rodriguez, Soonyoung Kim, Jennifer Carns, Rebecca Rae Richards-Kortum, Caleb T. Kemere et al. · 2022 · Nature Biomedical Engineering
  79. Smoothing and Decomposition for Analysis Sparse Recovery
    Zhao Tan, Yonina C. Eldar, Amir Beck, Arye Nehorai · 2014 · IEEE Transactions on Signal Processing
  80. A constrained, total-variation minimization algorithm for low-intensity x-ray CT
    Emil Y. Sidky, Yuval Duchin, Xiaochuan Pan, Christer K. Ullberg · 2011 · Medical Physics
  81. L <sub>1</sub> regularization approach to structural damage detection using frequency data
    Zhou, Xiao-Qing, Xia, Yong, Weng, Shun · 2015 · Structural Health Monitoring
  82. Heart monitoring systems—A review
    Puneet Kumar Jain, Anil Kumar Tiwari · 2014 · Computers in Biology and Medicine
  83. Sparse methods for biomedical data
    Jieping Ye, Jun Liu · 2012 · ACM SIGKDD Explorations Newsletter
  84. Convolutional Sparse Coding for Trajectory Reconstruction
    Yingying Zhu, Simon Lucey · 2014 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  85. Room Impulse Response Interpolation Using a Sparse Spatio-Temporal Representation of the Sound Field
    Niccolò Antonello, Enzo De Sena, Marc Moonen, Patrick A. Naylor, Toon van Waterschoot · 2017 · IEEE/ACM Transactions on Audio Speech and Language Processing
  86. Sparse Fourier single-pixel imaging
    Wenwen Meng, Shi Dongfeng, Jian Huang, Yuan Kee, Yingjian Wang, Fan Chengyu · 2019 · Optics Express
  87. Image encryption based on compressive sensing and chaos systems
    Abderrahmene Hadj Brahim, A. Ali pacha, Naima Hadj Said · 2020 · Optics & Laser Technology
  88. Anharmonicity-induced phonon hardening and phonon transport enhancement in crystalline perovskite BaZrO 3
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  89. Efficient Bayesian inference of subsurface flow models using nested sampling and sparse polynomial chaos surrogates
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  90. Decoupling noise and features via weighted ℓ 1 -analysis compressed sensing
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  91. Image reconstruction for sparse-view CT and interior CT-introduction to compressed sensing and differentiated backprojection.
    Hiroyuki Kudo, Taizo Suzuki, Essam A. Rashed · 2013 · Europe PMC (PubMed Central)
  92. Minimizing the Moreau Envelope of Nonsmooth Convex Functions over the Fixed Point Set of Certain Quasi-Nonexpansive Mappings
    Isao Yamada, Masahiro Yukawa, Masao Yamagishi · 2011 · Springer optimization and its applications
  93. Compressive Sensing Based Time Domain Synchronous OFDM Transmission for Vehicular Communications
    Linglong Dai, Zhaocheng Wang, Zhixing Yang · 2013 · IEEE Journal on Selected Areas in Communications
  94. Low-Dimensional Approach for Reconstruction of Airfoil Data via Compressive Sensing
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  95. Unsupervised Sparse Pattern Diagnostic of Defects With Inductive Thermography Imaging System
    Bin Gao, Wai Lok Woo, Yunze He, Gui Yun Tian · 2015 · IEEE Transactions on Industrial Informatics
  96. Partial Differential Equation Methods for Image Inpainting
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  97. A Spectral Reconstruction Algorithm of Miniature Spectrometer Based on Sparse Optimization and Dictionary Learning
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  98. Physical Unclonable Function based on a Multi-Mode Optical Waveguide
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  99. RoArray: Towards More Robust Indoor Localization Using Sparse Recovery with Commodity WiFi
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  100. Low Overhead Architectures for OMP Compressive Sensing Reconstruction Algorithm
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