Marco F. Duarte

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Richard BaraniukC. Sidney Burrus Professor, Electrical & Computer Engineering, Rice UniversityVerified email at rice.edu
Michael B. WakinProfessor, Electrical Engineering, Colorado School of MinesVerified email at mines.edu
Dror BaronNorth Carolina State UniversityVerified email at ncsu.edu
Jason LaskaRice University ECEVerified email at alumni.rice.edu
Kevin F. KellyIEEE Fellow, Electrical & Computer Engineering, Rice UniversityVerified email at rice.edu
Mark A. DavenportProfessor of Electrical & Computer Engineering, Georgia Institute of TechnologyVerified email at gatech.edu
Shriram SarvothamTeslaVerified email at tesla.com
Chinmay HegdeNew York UniversityVerified email at nyu.edu
Volkan CevherAssociate Professor, LIONS, EPFL. Amazon Scholar (AGI Foundations).Verified email at epfl.ch
Tamer RaghebIntelVerified email at intel.com
Joel A. TroppSteele Family Professor of Applied & Computational Mathematics, CaltechVerified email at caltech.edu
R. CalderbankBell Labs, AT&T Labs, Princeton University, Duke UniversityVerified email at duke.edu
Yu Hen HuProfessor of Electrical and Computer Engineering, University of Wisconsin - MadisonVerified email at wisc.edu
Mario ParenteAssociate Professor of Electrical and Computer Engineering, University of Massachusetts AmherstVerified email at ecs.umass.edu
Yonina EldarMath and Computer Science, WeizmannVerified email at weizmann.ac.il
Jochen GarckeUniversität Bonn, Fraunhofer SCAIVerified email at ins.uni-bonn.de
Waheed U. BajwaProfessor of Electrical & Computer Engineering and Statistics, Rutgers UniversityVerified email at rutgers.edu
Ribana RoscherResearch Center Jülich and University of BonnVerified email at fz-juelich.de
Bastian BohnResearch Scientist, Institute for Numerical Simulation, University of BonnVerified email at ins.uni-bonn.de
Yuki ItohPh.D. student of Electrical and Computer Engineering, University of Massachusetts, AmherstVerified email at umass.edu

Marco F. Duarte

Associate Professor of Electrical and Computer Engineering, University of Massachusetts Amherst

Verified email at ecs.umass.edu - Homepage

Signal Processing Machine Learning Compressive Sensing


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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	4403	2008
Model-based compressive sensing RG Baraniuk, V Cevher, MF Duarte, C Hegde IEEE Transactions on Information Theory 56 (4), 1982-2001, 2010	2134	2010
Beyond Nyquist: Efficient sampling of sparse bandlimited signals JA Tropp, JN Laska, MF Duarte, JK Romberg, RG Baraniuk IEEE Transactions on Information Theory 56 (1), 520-544, 2010	1397	2010
Structured compressed sensing: From theory to applications MF Duarte, YC Eldar IEEE Transactions on Signal Processing 59 (9), 4053-4085, 2011	1301	2011
Explainable machine learning for scientific insights and discoveries R Roscher, B Bohn, MF Duarte, J Garcke IEEE Access 8, 42200-42216, 2020	1069	2020
Distributed compressive sensing D Baron, MF Duarte, MB Wakin, S Sarvotham, RG Baraniuk arXiv preprint arXiv:0901.3403, 2009	1044	2009
A new compressive imaging camera architecture using optical-domain compression D Takhar, JN Laska, MB Wakin, MF Duarte, D Baron, S Sarvotham, ... Computational Imaging IV at SPIE Electronic Imaging, 43-52, 2006	868	2006
Introduction to compressed sensing MA Davenport, MF Duarte, YC Eldar, G Kutyniok Compressed Sensing: Theory and Applications, 556 pages, 2011	784	2011
Distributed compressed sensing of jointly sparse signals MF Duarte, S Sarvotham, D Baron, MB Wakin, RG Baraniuk Asilomar Conf. Signals, Sys., Comput, 1537-1541, 2005	748	2005
Vehicle classification in distributed sensor networks MF Duarte, Y Hen Hu Journal of Parallel and Distributed Computing 64 (7), 826-838, 2004	702	2004
Kronecker compressive sensing MF Duarte, RG Baraniuk IEEE Trans. Image Processing 21 (2), 494-504, 2012	639	2012
Analog-to-information conversion via random demodulation S Kirolos, J Laska, M Wakin, M Duarte, D Baron, T Ragheb, Y Massoud, ... IEEE Dallas/CAS Workshop on Design, Applications, Integration and Software …, 2006	620	2006
Theory and implementation of an analog-to-information converter using random demodulation JN Laska, S Kirolos, MF Duarte, TS Ragheb, RG Baraniuk, Y Massoud IEEE International Symposium on Circuits and Systems (ISCAS), 1959-1962, 2007	611	2007
Spectral compressive sensing MF Duarte, RG Baraniuk Applied and Computational Harmonic Analysis 35 (1), 111-129, 2013	497	2013
An architecture for compressive imaging MB Wakin, JN Laska, MF Duarte, D Baron, S Sarvotham, D Takhar, ... IEEE International Conference on Image Processing (ICIP), 1273-1276, 2006	469	2006
Compressive sensing for background subtraction V Cevher, A Sankaranarayanan, MF Duarte, D Reddy, RG Baraniuk, ... European Conference on Computer Vision (ECCV), 155-168, 2008	407	2008
Random filters for compressive sampling and reconstruction JA Tropp, MB Wakin, MF Duarte, D Baron, RG Baraniuk IEEE International Conference on Acoustics, Speech and Signal Processing …, 2006	398	2006
The smashed filter for compressive classification and target recognition MA Davenport, MF Duarte, MB Wakin, JN Laska, D Takhar, KF Kelly, ... Computational Imaging V at SPIE Electronic Imaging, 2007	341	2007
Compressive imaging for video representation and coding M Wakin, J Laska, M Duarte, D Baron, S Sarvotham, D Takhar, K Kelly, ... Picture Coding Symposium (PCS), 2006	314	2006
Sparse signal detection from incoherent projections MF Duarte, MA Davenport, MB Wakin, RG Baraniuk IEEE International Conference on Acoustics, Speech and Signal Processing …, 2006	280	2006

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