Single-pixel imaging via compressive sampling MF Duarte, MA Davenport, D Takhar, JN Laska, T Sun, KF Kelly, ... IEEE Signal Processing Magazine 25 (2), 83-91, 2008 | 4206 | 2008 |
A simple proof of the restricted isometry property for random matrices RG Baraniuk, MA Davenport, RA DeVore, MB Wakin Constructive Approximation 28 (3), 253-263, 2008 | 3091 | 2008 |
Signal processing with compressive measurements MA Davenport, PT Boufounos, MB Wakin, RG Baraniuk IEEE Journal of Selected topics in Signal processing 4 (2), 445-460, 2010 | 776 | 2010 |
Introduction to compressed sensing MA Davenport, MF Duarte, YC Eldar, G Kutyniok Compressed Sensing: Theory and Applications, 2011 | 761 | 2011 |
Analysis of orthogonal matching pursuit using the restricted isometry property MA Davenport, MB Wakin IEEE Transactions on Information Theory 56 (9), 4395-4401, 2010 | 655 | 2010 |
An overview of low-rank matrix recovery from incomplete observations MA Davenport, J Romberg IEEE Journal of Selected Topics in Signal Processing 10 (4), 608-622, 2016 | 474 | 2016 |
1-bit matrix completion MA Davenport, Y Plan, E Berg, M Wootters Information and Inference 3 (3), 189-223, 2014 | 401 | 2014 |
The smashed filter for compressive classification and target recognition MA Davenport, MF Duarte, M Wakin, JN Laska, D Takhar, K Kelly, ... Proc. Computational Imaging V at SPIE Electronic Imaging, 2007 | 335 | 2007 |
On the stability and accuracy of least squares approximations A Cohen, MA Davenport, D Leviatan Foundations of Computational Mathematics 13 (5), 819-834, 2013 | 304 | 2013 |
Sparse signal detection from incoherent projections MF Duarte, MA Davenport, MB Wakin, RG Baraniuk Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 2006 | 276 | 2006 |
Democracy in action: Quantization, saturation, and compressive sensing JN Laska, PT Boufounos, MA Davenport, RG Baraniuk Applied and Computational Harmonic Analysis 31 (3), 429-443, 2011 | 269 | 2011 |
Method and apparatus for distributed compressed sensing RG Baraniuk, DZ Baron, MF Duarte, S Sarvotham, MB Wakin, ... US Patent 7,271,747, 2007 | 224 | 2007 |
Sparsity and structure in hyperspectral imaging: Sensing, reconstruction, and target detection RM Willett, MF Duarte, MA Davenport, RG Baraniuk IEEE Signal Processing Magazine 31 (1), 116-126, 2014 | 209 | 2014 |
Detection and estimation with compressive measurements MA Davenport, MB Wakin, RG Baraniuk Rice University ECE Technical Report TREE 0610, 2006 | 207* | 2006 |
The pros and cons of compressive sensing for wideband signal acquisition: Noise folding versus dynamic range MA Davenport, JN Laska, JR Treichler, RG Baraniuk IEEE Transactions on Signal Processing 60 (9), 4628-4642, 2012 | 202 | 2012 |
Exact signal recovery from sparsely corrupted measurements through the pursuit of justice JN Laska, MA Davenport, RG Baraniuk Proc. 43rd Asilomar Conf. on Signals, Systems and Computers, 2009 | 176 | 2009 |
Method and apparatus for on-line compressed sensing RG Baraniuk, DZ Baron, MF Duarte, M Elnozahi, MB Wakin, ... US Patent App. 12/091,340, 2006 | 168* | 2006 |
On the fundamental limits of adaptive sensing E Arias-Castro, EJ Candès, MA Davenport IEEE Transactions on Information Theory 31 (1), 116-126, 2013 | 160 | 2013 |
An Introduction to Compressive Sensing RG Baraniuk, MA Davenport, MF Duarte, C Hegde Connexions e-textbook, 2011 | 157 | 2011 |
Signal space CoSaMP for sparse recovery with redundant dictionaries MA Davenport, D Needell, MB Wakin IEEE Transactions on Information Theory 59 (10), 6820-6829, 2013 | 147 | 2013 |