Rice DSP Publications
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D. Baron, M. F. Duarte, M. B. Wakin, S. Sarvotham, and R. G. Baraniuk,
"Distributed Compressive Sensing",
Preprint, Jan. 2009.
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M. F. Duarte, S. Sarvotham, M. B. Wakin, D. Baron, and R. G. Baraniuk,
"Theoretical Performance Limits for Jointly Sparse Signals via Graphical Models", Technical Report TREE-0802: Rice University, Department of Electrical and Computer Engineering , Jul. 2008.
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M. F. Duarte, S. Sarvotham, D. Baron, M. B. Wakin, and R. G. Baraniuk,
"Performance Limits for Jointly Sparse Signals via Graphical Models",
Proceedings of the Sensor, Signal and Information Processing (SenSIP) Workshop, Sedona, AZ, 2008.
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S. Sarvotham, D. Baron, and R. G. Baraniuk,
"Measurements vs. Bits: Compressed Sensing meets Information Theory",
Allerton Conference on Communication, Control and Computing, Sept. 2006.
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D. Baron, M. B. Wakin, M. F. Duarte, S. Sarvotham, and R. G. Baraniuk,
"Distributed Compressed Sensing", Technical Report TREE-0612: Rice University, Department of Electrical and Computer Engineering , Nov. 2006.
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J. A. Tropp, M. B. Wakin, M. F. Duarte, D. Baron, and R. G. Baraniuk,
"Random Filters for Compressive Sampling and Reconstruction",
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, France, pp. III-872 - III-875, May 2006.
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V. Chandrasekaran, M. B. Wakin, D. Baron, and R. G. Baraniuk,
"Representation and Compression of Multi-Dimensional Piecewise Functions Using Surflets",
Rice ECE Publications, Mar. 2006.
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D. Baron, and R. G. Baraniuk,
"Faster Sequential Universal Coding via Block Partitioning",
IEEE Transactions on Information Theory, 52(4), pp. 1708-1710, Apr. 2006.
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M. F. Duarte, M. B. Wakin, D. Baron, and R. G. Baraniuk,
"Universal Distributed Sensing via Random Projections",
Proceedings of the International Conference on Information Processing in Sensor Networks (IPSN), Nashville, TN, pp. 177-185, Apr. 2006.
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D. Takhar, J. N. Laska, M. B. Wakin, M. F. Duarte, D. Baron, S. Sarvotham, K. F. Kelly, and R. G. Baraniuk,
"A New Compressive Imaging Camera Architecture using Optical-Domain Compression",
Proceedings of Computational Imaging IV at SPIE Electronic Imaging, San Jose, CA, pp. 43-52, 2006.
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M. B. Wakin, J. N. Laska, M. F. Duarte, D. Baron, S. Sarvotham, D. Takhar, K. F. Kelly, and R. G. Baraniuk,
"Compressive Imaging for Video Representation and Coding",
Proceedings of the Picture Coding Symposium (PCS), Beijing, China, 2006.
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S. Kirolos, J. N. Laska, M. B. Wakin, M. F. Duarte, D. Baron, T. Ragheb, Y. Massoud, and R. G. Baraniuk,
"Analog-to-Information Conversion via Random Demodulation",
Proceedings of the IEEE Dallas Circuits and Systems Workshop (DCAS), Dallas, TX/USA, 2006.
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M. B. Wakin, J. N. Laska, M. F. Duarte, D. Baron, S. Sarvotham, D. Takhar, K. F. Kelly, and R. G. Baraniuk,
"An Architecture for Compressive Imaging",
Proceedings of the International Conference on Image Processing (ICIP), Atlanta, GA, pp. 1273-1276, 2006.
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S. Sarvotham, M. B. Wakin, D. Baron, M. F. Duarte, and R. G. Baraniuk,
"Analysis of the DCS one-stage greedy algorithm for common sparse supports", Technical Report TREE-0503: Rice University, Department of Electrical and Computer Engineering , Oct. 2005.
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S. Sarvotham, D. Baron, and R. G. Baraniuk,
"Variable-Rate Universal Slepian-Wolf Coding with Feedback",
Asilomar Conference on Signals, Systems, and Computers, pp. 8-12, Nov. 2005.
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M. F. Duarte, S. Sarvotham, D. Baron, M. B. Wakin, and R. G. Baraniuk,
"Distributed Compressed Sensing of Jointly Sparse Signals",
Proceedings of the 39th Asilomar Conference on Signals, Systems and Computation, Pacific Grove, CA, pp. 1537-1541, Nov. 2005.
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D. Baron, M. F. Duarte, S. Sarvotham, M. B. Wakin, and R. G. Baraniuk,
"An Information Theoretic Approach to Distributed Compressed Sensing",
Proceedings of the 43rd Allerton Conference on Communication, Control, and Computing, Monticello, IL, 2005.
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M. F. Duarte, S. Sarvotham, M. B. Wakin, D. Baron, and R. G. Baraniuk,
"Joint Sparsity Models for Distributed Compressed Sensing",
Online Proceedings of the Workshop on Signal Processing with Adaptative Sparse Structured Representations (SPARS), Rennes, France, 2005.
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M. B. Wakin, S. Sarvotham, M. F. Duarte, D. Baron, and R. G. Baraniuk,
"Recovery of Jointly Sparse Signals from Few Random Projections",
Proceedings of the Workshop on Neural Information Processing Systems, Vancouver, Canada, pp. 1435-1442, 2005.
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D. Baron, M. Khojastepour, and R. G. Baraniuk,
"How Quickly Can We Approach Channel Capacity?",
Asilomar Conference on Signals, Systems, and Computers, pp. 1096-1100, Nov. 2004.
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V. Chandrasekaran, M. B. Wakin, D. Baron, and R. G. Baraniuk,
"Compression of Higher Dimensional Functions Containing Smooth Discontinuities",
Conference on Information Sciences and Systems, Mar. 2004.
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V. Chandrasekaran, M. B. Wakin, D. Baron, and R. G. Baraniuk,
"Compressing Piecewise Smooth Multidimensional Functions Using Surflets: Rate-Distortion Analysis": Rice University, Department of Electrical and Computer Engineering , Mar. 2004.
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V. Chandrasekaran, M. B. Wakin, D. Baron, and R. G. Baraniuk,
"Surflets: A Sparse Representation for Multidimensional Functions Containing Smooth Discontinuities",
IEEE Symposium on Information Theory, Jul. 2004.
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