An Introduction To Compressive Sampling

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

Cited by (1,006)

Items 901–1,000 of 1,006

  1. Back-Projection Based Fidelity Term for Ill-Posed Linear Inverse Problems
    Tom Tirer, Raja Giryes · 2020 · IEEE Transactions on Image Processing
  2. Compressed Learning: A Deep Neural Network Approach
    Amir Adler, Michael Elad, Michael Zibulevsky · 2016 · arXiv (Cornell University)
  3. Compressed Channel Estimation With Position-Based ICI Elimination for High-Mobility SIMO-OFDM Systems
    Xiang Ren, Meixia Tao, Wen Chen · 2015 · IEEE Transactions on Vehicular Technology
  4. IncepTCN: A new deep temporal convolutional network combined with dictionary learning for strong cultural noise elimination of controlled-source electromagnetic data
    Guang Li, Shengzhuang Wu, Hongzhu Cai, Zhushi He, Xiaoqiong Liu, Cong Zhou, Jingtian Tang · 2023 · Geophysics
  5. Global seismic tomography with sparsity constraints: Comparison with smoothing and damping regularization
    Jean Charléty, Sergey Voronin, Guust Nolet, Ignace Loris, Frederik J. Simons, Karin Sigloch, Ingrid C. Daubechies · 2013 · Journal of Geophysical Research Solid Earth
  6. Compressing Encrypted Image Using Compressive Sensing
    Xinpeng Zhang, Yanli Ren, Guorui Feng, Zhenxing Qian · 2011 · International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP)
  7. In vivo x-ray luminescence tomographic imaging with single-view data
    Xin Liu, Qimei Liao, Hongkai Wang · 2013 · Optics Letters
  8. Compressive data gathering using random projection for energy efficient wireless sensor networks
    Dariush Ebrahimi, Chadi M. Assi · 2013 · Ad Hoc Networks
  9. Arthroscopic treatment of localized pigmented villonodular synovitis of the knee
    Philippe Loriaut, Patrick Djian, Thierry Boyer, J P Bonvarlet, C. Delin, Konstantinos G. Makridis · 2011 · Knee Surgery Sports Traumatology Arthroscopy
  10. CNV-TV: A robust method to discover copy number variation from short sequencing reads
    Junbo Duan, Jigang Zhang, Hong‐Wen Deng, Yu‐Ping Wang · 2013 · BMC Bioinformatics
  11. Graph Classification Using Signal-Subgraphs: Applications in Statistical Connectomics
    Joshua T Vogelstein, William Gray Roncal, R. Jacob Vogelstein, Carey E. Priebe · 2012 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  12. MAP Support Detection for Greedy Sparse Signal Recovery Algorithms in Compressive Sensing
    Namyoon Lee · 2016 · IEEE Transactions on Signal Processing
  13. Sub-Nyquist SAR via Fourier Domain Range-Doppler Processing
    Kfir Aberman, Yonina C. Eldar · 2017 · IEEE Transactions on Geoscience and Remote Sensing
  14. Robust Matrix Completion via Alternating Projection
    Xue Jiang, Zhimeng Zhong, Xingzhao Liu, Hing Cheung So · 2017 · IEEE Signal Processing Letters
  15. Assessing the capability of different satellite observing configurations to resolve the distribution of methane emissions at kilometer scales
    Alexander J. Turner, Daniel J. Jacob, Joshua Benmergui, Jeremy Brandman, Laurent White, Cynthia A. Randles · 2018 · Atmospheric chemistry and physics
  16. Three-Stage Hybrid Fault Diagnosis for Rolling Bearings With Compressively Sampled Data and Subspace Learning Techniques
    Hosameldin Ahmed, Asoke Kumar Nandi · 2018 · IEEE Transactions on Industrial Electronics
  17. Time-domain terahertz compressive imaging
    L. Zanotto, Riccardo Piccoli, Junliang Dong, D. Caraffini, R. Morandotti, Luca Razzari · 2020 · Optics Express
  18. The application of compressive sampling to radio astronomy
    F. Li, Shea Brown, T. J. Cornwell, Frank de Hoog · 2011 · Astronomy and Astrophysics
  19. Compressive Blind Image Deconvolution
    Bruno Amizic, Leonidas Spinoulas, Rafael Molina, Aggelos K. Katsaggelos · 2013 · IEEE Transactions on Image Processing
  20. Learning Memory Augmented Cascading Network for Compressed Sensing of Images
    Jiwei Chen, Yubao Sun, Qingshan Liu, Rui Huang · 2020 · Lecture notes in computer science
  21. Compressive Imaging: Structure, Sampling, Learning
    Ben Adcock, Anders C. Hansen · 2021 · Cambridge University Press eBooks
  22. Compressive Sensing
    Massimo Fornasier, Holger Rauhut · 2015 · Springer eBooks
  23. Uncovering hidden nodes in complex networks in the presence of noise
    Ri‐Qi Su, Ying‐Cheng Lai, Xiao Wang, Younghae Do · 2014 · Scientific Reports
  24. Effects of basis-mismatch in compressive sampling of continuous sinusoidal signals
    Daniel H. Chae, Parastoo Sadeghi, Rodney A. Kennedy · 2010 · International Conference on Future Computer and Communication
  25. New Constructions of Codebooks Nearly Meeting the Welch Bound With Equality
    Honggang Hu, Jinsong Wu · 2014 · IEEE Transactions on Information Theory
  26. Random Access Compressed Sensing over Fading and Noisy Communication Channels
    Fatemeh Fazel, Maryam Fazel, Milica Stojanovic · 2013 · IEEE Transactions on Wireless Communications
  27. Ultrawideband Impulse Radar Through-the-Wall Imaging with Compressive Sensing
    Wenji Zhang, Moeness G. Amin, Fauzia Ahmad, Ahmad Hoorfar, Graeme Edward Smith · 2012 · International Journal of Antennas and Propagation
  28. On compressed sensing and its application to speech and audio signals
    Mads Græsbøll Christensen, Jan Østergaard, Søren Holdt Jensen · 2009 · Asilomar Conference on Signals, Systems and Computers (ACSSC)
  29. A Unified Formulation of Gaussian Versus Sparse Stochastic Processes—Part I: Continuous-Domain Theory
    Michael A. Unser, Pouya D. Tafti, Qiyu Sun · 2014 · IEEE Transactions on Information Theory
  30. Application of compressed sensing to the simulation of atomic systems
    Xavier Andrade, Jacob N. Sanders, Alán Aspuru‐Guzik · 2012 · Proceedings of the National Academy of Sciences
  31. ARCH: Adaptive recurrent-convolutional hybrid networks for long-term action recognition
    Miao Xin, Hong Zhang, Helong Wang, Mingui Sun, Ding Yuan · 2015 · Neurocomputing
  32. A Compressibility-Based Clustering Algorithm for Hierarchical Compressive Data Gathering
    Kun-Chan Lan, Ming-Zhi Wei · 2017 · IEEE Sensors Journal
  33. A Fully Passive Compressive Sensing SAR ADC for Low-Power Wireless Sensors
    Wenjuan Guo, Young-Chun Kim, Ahmed H. Tewfik, Nan Sun · 2017 · IEEE Journal of Solid-State Circuits
  34. Full Wavefield Analysis and Damage Imaging Through Compressive Sensing in Lamb Wave Inspections
    Yasamin Keshmiri Esfandabadi, Luca De Marchi, Nicola Testoni, Alessandro Marzani, Guido Masetti · 2017 · IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control
  35. Imaging With WiFi
    Stavros Vakalis, Liang Gong, Jeffrey A. Nanzer · 2019 · IEEE Access
  36. What are the advantages of ghost imaging? Multiplexing for x-ray and electron imaging
    Thomas J. Lane, Daniel F. Ratner · 2020 · Optics Express
  37. Algorithmic discovery of dynamic models from infectious disease data
    Jonathan Horrocks, Chris T. Bauch · 2020 · Scientific Reports
  38. Compressive Mechanism: Utilizing Sparse Representation in Differential Privacy
    Yang D. Li, Zhenjie Zhang, Marianne Winslett, Yin Yang · 2011 · arXiv (Cornell University)
  39. Color Compressive Sensing Imaging of Arbitrary-Shaped Scatterers
    Nicola Anselmi, Giacomo Oliveri, Mohammad Abdul Hannan, Marco Salucci, Andrea Massa · 2017 · IEEE Transactions on Microwave Theory and Techniques
  40. Hyperspectral Image Classification via Compressive Sensing
    Charles Della Porta, Adam Bekit, Bernard Lampe, Chein‐I Chang · 2019 · IEEE Transactions on Geoscience and Remote Sensing
  41. A novel ensemble learning approach for hourly global solar radiation forecasting
    Mawloud Guermoui, Saïd Benkaciali, Kacem Gairaa, Kada Bouchouicha, Tayeb Boulmaiz, John W. Boland · 2021 · Neural Computing and Applications
  42. Reconstruction-free inference on compressive measurements
    Suhas Lohit, Kuldeep Kulkarni, Pavan K. Turaga, Jian Wang, Aswin C. Sankaranarayanan · 2015 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  43. Secure and robust image hashing via compressive sensing
    Rui Sun, Wenjun Zeng · 2012 · Multimedia Tools and Applications
  44. Performance Limits of Compressive Sensing-Based Signal Classification
    Thakshila Wimalajeewa, Hao Chen, Pramod K. Varshney · 2012 · IEEE Transactions on Signal Processing
  45. Input-Feature Correlated Asynchronous Analog to Information Converter for ECG Monitoring
    Ritika Agarwal, Sameer Sonkusale · 2011 · IEEE Transactions on Biomedical Circuits and Systems
  46. Constraint qualifications and optimality conditions for optimization problems with cardinality constraints
    Michal Červinka, Christian Kanzow, Alexandra Schwartz · 2016 · Mathematical Programming
  47. Non-Coherent Direction-of-Arrival Estimation Using Partly Calibrated Arrays
    Wassim Suleiman, Pouyan Parvazi, Marius Pesavento, Abdelhak M. Zoubir · 2018 · IEEE Transactions on Signal Processing
  48. Single-pixel imaging with Morlet wavelet correlated random patterns
    Krzysztof M. Czajkowski, Anna Pastuszczak, Rafał Kotyński · 2018 · Scientific Reports
  49. 3D-WiFi: 3D Localization With Commodity WiFi
    Lingyan Zhang, Hongyu Wang · 2019 · IEEE Sensors Journal
  50. Compressed Sensing Radar Imaging: Fundamentals, Challenges, and Advances
    Jungang Yang, Tian Jin, Chao Xiao, Xiaotao Huang · 2019 · Sensors
  51. Message Passing-Based Joint CFO and Channel Estimation in mmWave Systems With One-Bit ADCs
    Nitin Jonathan Myers, Robert W. Heath · 2019 · IEEE Transactions on Wireless Communications
  52. Recovering the Optimal Solution by Dual Random Projection
    Lijun Zhang, Mehrdad Mahdavi, Rong Jin, Tianbao Yang, Shenghuo Zhu B · 2012 · arXiv (Cornell University)
  53. Improved Reconstruction for CS-Based ECG Acquisition in Internet of Medical Things
    Junxin Chen, Shuang Sun, Nan Bao, Zhiliang Zhu, Libo Zhang · 2021 · IEEE Sensors Journal
  54. One-Bit ADCs/DACs Based MIMO Radar: Performance Analysis and Joint Design
    Minglong Deng, Ziyang Cheng, Linlong Wu, Bhavani Shankar M. R., Zishu He · 2022 · IEEE Transactions on Signal Processing
  55. Minimization of $L_1$ Over $L_2$ for Sparse Signal Recovery with Convergence Guarantee
    Min Tao · 2022 · SIAM Journal on Scientific Computing
  56. Kronecker product matrices for compressive sensing
    Marco F. Duarte, Richard G. Baraniuk · 2010 · IEEE International Conference on Acoustics Speech and Signal Processing
  57. RPC Estimation via $\ell_1$-Norm-Regularized Least Squares (L1LS)
    Tengfei Long, Weili Jiao, Guojin He · 2015 · IEEE Transactions on Geoscience and Remote Sensing
  58. A Compressed Sensing Analog-to-Information Converter With Edge-Triggered SAR ADC Core
    Michael Trakimas, Robert D'Angelo, Shuchin Aeron, Timothy M. Hancock, Sameer Sonkusale · 2013 · IEEE Transactions on Circuits and Systems I Regular Papers
  59. A Generalized Cauchy Distribution Framework for Problems Requiring Robust Behavior
    Rafael E. Carrillo, Tuncer C. Aysal, Kenneth E. Barner · 2010 · EURASIP Journal on Advances in Signal Processing
  60. Minimal Impact Corrective Actions in Security-Constrained Optimal Power Flow Via Sparsity Regularization
    Dzung T. Phan, Xu Andy Sun · 2014 · IEEE Transactions on Power Systems
  61. Compressed sensing electron tomography of needle-shaped biological specimens – Potential for improved reconstruction fidelity with reduced dose
    Zineb Saghi, Giorgio Divitini, Benjamin Winter, Rowan K. Leary, Erdmann Spiecker, Caterina Ducati, Paul Anthony Midgley · 2015 · Ultramicroscopy
  62. Azimuth and Elevation Estimation With Rotating Long-Baseline Interferometers
    Zhangmeng Liu, Fucheng Guo · 2015 · IEEE Transactions on Signal Processing
  63. An Energy Efficient Compressed Sensing Framework for the Compression of Electroencephalogram Signals
    Simon Fauvel, Rabab Kreidieh Ward · 2014 · Sensors
  64. Monitoring polydispersity by NMR diffusometry with tailored norm regularisation and moving-frame processing
    Mateusz Urbańczyk, Diana Bernin, Alan Czuroń, Krzysztof Kazimierczuk · 2016 · The Analyst
  65. Zadoff–Chu Sequence Design for Random Access Initial Uplink Synchronization in LTE-Like Systems
    Md Mashud Hyder, Kaushik Mahata · 2016 · IEEE Transactions on Wireless Communications
  66. Analysis of time-correlated single photon counting data: a comparative evaluation of deterministic and probabilistic approaches
    Darren A. Smith, Grant McKenzie, Anita C. Jones, Trevor Alexander Smith · 2017 · Methods and Applications in Fluorescence
  67. Toward Ultra-Low-Power Remote Health Monitoring: An Optimal and Adaptive Compressed Sensing Framework for Activity Recognition
    Josué Pagán, Ramin Fallahzadeh, Mahdi Pedram, José L. Risco‐Martín, José M. Moya, José L. Ayala, Hassan G Ghasemzadeh · 2018 · IEEE Transactions on Mobile Computing
  68. Ghost imaging LiDAR via sparsity constraints using push-broom scanning
    Shuang Ma, Zhentao Liu, Chenglong Wang, Chenyu Hu, Enrong Li, Wenlin Gong, Zhishen Tong, Jianrong Wu, Xia Shen, Shensheng Han · 2019 · Optics Express
  69. Approximating Sampled Sinusoids and Multiband Signals Using Multiband Modulated DPSS Dictionaries
    Zhihui Zhu, Michael B. Wakin · 2016 · Journal of Fourier Analysis and Applications
  70. Two-step training deep learning framework for computational imaging without physics priors
    Ruibo Shang, Kevin Hoffer-Hawlik, Fei Wang, Guohai Situ, Geoffrey P. Luke · 2021 · Optics Express
  71. Compressive mechanism
    Yang D. Li, Zhenjie Zhang, Marianne Winslett, Yin Yang · 2011 · ACM Workshop on Privacy in the Electronic Society (WPES)
  72. Exemplar-Based Processing for Speech Recognition: An Overview
    Tara N. Sainath, Bhuvana Ramabhadran, D. Nahamoo, Dimitri Kanevsky, Dirk Van Compernolle, Kris Demuynck, Jort Florent Gemmeke, Jerome R. Bellegarda, Shiva Sundaram · 2012 · IEEE Signal Processing Magazine
  73. Anamorphic transformation and its application to time–bandwidth compression
    Mohammad H. Asghari, Bahram Jalali · 2013 · Applied Optics
  74. Compressive Hermite Interpolation: Sparse, High-Dimensional Approximation from Gradient-Augmented Measurements
    Ben Adcock, Yi Sui · 2019 · Constructive Approximation
  75. Sparsity-Driven ISAR Imaging Based on Two-Dimensional ADMM
    Hamid Reza Hashempour · 2020 · IEEE Sensors Journal
  76. High‐Precision Direction‐of‐Arrival Estimations Using Digital Programmable Metasurface
    Jia Wei Wang, Zi Ai Huang, Qiang Xiao, Wei Han Li, Bai Yang Li, Xiang Wan, Tie Jun Cui · 2021 · Advanced Intelligent Systems
  77. Comparison of sampling strategies and sparsifying transforms to improve compressed sensing diffusion spectrum imaging
    Michael Paquette, Sylvain Merlet, Guillaume Gilbert, Rachid Deriche B, Maxime Descoteaux · 2014 · Magnetic Resonance in Medicine
  78. Effective Data Acquisition Protocol for Multi-Hop Heterogeneous Wireless Sensor Networks Using Compressive Sensing
    Ahmed M. Khedr · 2015 · Algorithms
  79. Device-free localisation with wireless networks based on compressive sensing
    Jinyan Wang, Qinghua Gao, Xiao Zhang, H. Wang · 2012 · IET Communications
  80. Recovery of individual head-related transfer functions from a small set of measurements
    Bosun Xie · 2012 · The Journal of the Acoustical Society of America
  81. Image reconstruction exploiting object sparsity in boundary-enhanced X-ray phase-contrast tomography
    Emil Y. Sidky, Mark A. Anastasio, Xiaochuan Pan · 2010 · Optics Express
  82. Dictionary learning-based distributed compressive video sensing
    Hung-Wei Chen, Li‐Wei Kang, Chun-Shien Lu · 2010 · Picture Coding Symposium
  83. A bearing fault diagnosis method based on the low-dimensional compressed vibration signal
    Xinpeng Zhang, Niaoqing Hu, Lei Hu, Ling Chen, Zhe Cheng · 2015 · Advances in Mechanical Engineering
  84. Joint Sensing Matrix and Sparsifying Dictionary Optimization for Tensor Compressive Sensing
    Xin Ding, Wei Ren Chen, Ian James Wassell · 2017 · IEEE Transactions on Signal Processing
  85. Single-event transient imaging with an ultra-high-speed temporally compressive multi-aperture CMOS image sensor
    Futa Mochizuki, Keiichiro Kagawa, Shin-ichiro OKIHARA, Min-Woong Seo, Bo Zhang, Taishi Takasawa, Keita Yasutomi, Shoji Kawahito · 2016 · Optics Express
  86. Coded aperture optimization in compressive X-ray tomography: a gradient descent approach
    Angela P. Cuadros, Gonzalo R. Arce · 2017 · Optics Express
  87. Asthmatic Wheeze Detection From Compressively Sensed Respiratory Sound Spectra
    Dinko Oletić, Vedran Bilas · 2017 · IEEE Journal of Biomedical and Health Informatics
  88. Automatic compensation of phase aberrations in digital holographic microscopy based on sparse optimization
    Zhenbo Ren, Jianlin Zhao, Edmund Y. M. Lam · 2019 · APL Photonics
  89. A sparsity-perspective to quadratic time–frequency distributions
    Moeness G. Amin, Branka Jokanović, Yimin Daniel Zhang, Fauzia Ahmad · 2015 · Digital Signal Processing
  90. Phase Transitions and Cosparse Tomographic Recovery of Compound Solid Bodies from Few Projections
    Andreea Deniţiu, Stefania Petra, Claudius Schnörr, Christoph Schnörr · 2014 · Fundamenta Informaticae
  91. An overview of testing methods for aeroengine fan noise
    Huanxian Bu, Xun Huang, Xin Zhang · 2021 · Progress in Aerospace Sciences
  92. Cluster expansions of multicomponent ionic materials: Formalism and methodology
    Luis Barroso-Luque, Peichen Zhong, Julia H. Yang, Fengyu Xie, Tina Chen, Bin Ouyang, Gerbrand Ceder · 2022 · Physical review. B./Physical review. B
  93. A Secure LFSR Based Random Measurement Matrix for Compressive Sensing
    Sudhish N. George, P. P. Deepthi · 2014 · Sensing and Imaging
  94. Imaging sparse metallic cylinders through a local shape function Bayesian compressive sensing approach
    Lorenzo Poli, Giacomo Oliveri, Andrea Massa · 2013 · Journal of the Optical Society of America A
  95. Edge-preserving sectional image reconstruction in optical scanning holography
    Xin Zhang, Edmund Y. M. Lam · 2010 · Journal of the Optical Society of America A
  96. A compressed sensing-based iterative algorithm for CT reconstruction and its possible application to phase contrast imaging
    Xueli Li, Shuqian Luo · 2011 · BioMedical Engineering OnLine
  97. Block sparse representations of tensors using Kronecker bases
    Cesar Federico Caiafa, Andrzej S Cichocki · 2012 · IEEE International Conference on Acoustics Speech and Signal Processing
  98. Conditions for practicing compressive Fresnel holography
    Yair Rivenson, Adrian Stern · 2011 · Optics Letters
  99. Segmented Compressed Sampling for Analog-to-Information Conversion: Method and Performance Analysis
    Omid Taheri, Sergiy A. Vorobyov · 2010 · IEEE Transactions on Signal Processing
  100. Compressive sensing for efficient health monitoring and effective damage detection of structures
    Madhuka Jayawardhana, Xinqun Zhu, Ranjith Liyanapathirana, Upul Gunawardana · 2016 · Mechanical Systems and Signal Processing