Marco Duarte

Assistant Professor

215I Marcus Hall
University of Massachusetts
100 Natural Resources Rd.
Amherst, MA 01003-9292

mduarte@ecs.umass.edu

(413) 545-8583

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Education

B.S. Computer Engineering, University of Wisconsin - Madison, 2002
M.S. Electrical Engineering, University of Wisconsin - Madison, 2004
Ph.D. Electrical Engineering, Rice University, 2009

Research

Signal and image processing, compressive sensing, dimensionality reduction, machine learning, computational imaging, distributed sensing, sensor networks.

Publications

M. F. Duarte and R. G. Baraniuk, “Spectral Compressive Sensing,” to appear in Applied and Computational Harmonic Analysis, 2013.
M. F. Duarte and Y. C. Eldar, Structured Compressed Sensing: From Theory to Applications, IEEE Transactions on Signal Processing, Vol. 59 No. 9, pp. 4053-4085, September 2011.
R. G. Baraniuk, V. Cevher, M. F. Duarte and C. Hegde, Model-based Compressive Sensing, IEEE Transactions on Information Theory, Vol. 56, No. 4, pp. 1982-2001, April 2010.
J. A. Tropp, J. N. Laska, M. F. Duarte, J. K. Romberg and R. G. Baraniuk, "Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals,” IEEE Transactions on Information Theory, Vol. 56, No. 1, pp. 520-544, January 2010.
M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Laska, T. Sun, Kevin F. Kelly and R. G. Baraniuk, "Single Pixel Imaging via Compressive Sampling," IEEE Signal Processing Magazine, Vol. 25, No. 2, pp. 83-91, March 2008.

Files/Links

http://www.ecs.umass.edu/~mduarte/

Lab Affiliation:

High-Dimensional Signal Processing Group

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