Rice DSP Publications

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2009
M. A. Davenport, C. Hegde, M. F. Duarte, and R. G. Baraniuk, "Joint manifolds for data fusion", Preprint, Sept. 2009. PDF Abstract
M. F. Duarte, V. Cevher, and R. G. Baraniuk, "Model-based compressive sensing for signal ensembles", Proceedings of the 47rd Allerton Conference on Communication, Control, and Computing, Monticello, IL, Sep. 2009. PDF Abstract
J. A. Tropp, J. N. Laska, M. F. Duarte, J. K. Romberg, and R. G. Baraniuk, "Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals", to appear in IEEE Transactions in Information Theory, Sep. 2009. PDF Abstract
T. Sun, G. L. Woods, M. F. Duarte, K. F. Kelly, C. Li, and Y. Zhang, "OBIC measurements without lasers or raster-scanning based on compressive sensing", International Symposium for Testing and Failure Analysis (ISTFA), San Jose, CA, Nov. 2009. Abstract
M. F. Duarte, C. Hegde, V. Cevher, and R. G. Baraniuk, "Recovery of Compressible Signals in Unions of Subspaces", Proceedings of the Conference on Information Sciences and Systems (CISS), Baltimore, MD/USA, Mar. 2009. PDF Slides Abstract
M. A. Davenport, C. Hegde, M. F. Duarte, and R. G. Baraniuk, "A Theoretical Analysis of Joint Manifolds", Technical Report TREE 0901: Rice University, Department of Electrical and Computer Engineering, Jan. 2009. PDF Abstract
D. Baron, M. F. Duarte, M. B. Wakin, S. Sarvotham, and R. G. Baraniuk, "Distributed Compressive Sensing", Preprint, Jan. 2009. PDF Abstract
C. Hegde, M. F. Duarte, and V. Cevher, "Compressive Sensing Recovery of Spike Trains Using Structured Sparsity", Proceedings of the Workshop on Signal Processing with Adaptive Sparse Representations (SPARS), Saint Malo, France, Apr. 2009. PDF Abstract
M. F. Duarte, and D. G. Stork, "Image Contour Fidelity Analysis of Mechanically Aided Enlargements of Jan Van Eyck's Portrait of Niccolo Albergati", to appear in Leonardo, 2009.
2008
V. Cevher, A. Sankaranarayanan, M. F. Duarte, D. Reddy, R. G. Baraniuk, and R. Chellappa, "Compressive Sensing for Background Subtraction", Proceedings of the European Conference on Computer Vision (ECCV), Marseille/France, pp. 155-168, Oct. 2008. PDF Abstract
M. F. Duarte, M. A. Davenport, D. Takhar, J. N. Laska, T. Sun, K. F. Kelly, and R. G. Baraniuk, "Single-pixel imaging via compressive sampling", IEEE Signal Processing Magazine, 25(2), pp. 83-91, Mar. 2008. PDF
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. PDF Abstract
R. G. Baraniuk, V. Cevher, M. F. Duarte, and C. Hegde, "Model-based Compressive Sensing", Preprint, Jul. 2008. PDF Abstract
V. Cevher, M. F. Duarte, C. Hegde, and R. G. Baraniuk, "Sparse Signal Recovery Using Markov Random Fields", Proceedings of the Workshop on Neural Information Processing Systems (NIPS), Vancouver/Canada, Dec. 2008. PDF Abstract
V. Cevher, M. F. Duarte, and R. G. Baraniuk, "Distributed Target Localization via Spatial Sparsity", Proceedings of the European Signal Processing Conference (EUSIPCO), Laussane/Switzerland, Aug. 2008. PDF Abstract
M. F. Duarte, M. B. Wakin, and R. G. Baraniuk, "Wavelet-Domain Compressive Signal Reconstruction Using a Hidden Markov Tree Model", Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Las Vegas, NV, pp. 5137-5140, 2008. PDF Slides Abstract
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. PDF Slides Abstract
2007
M. F. Duarte, M. A. Davenport, M. B. Wakin, J. N. Laska, D. Takhar, K. F. Kelly, and R. G. Baraniuk, "Multiscale random projections for compressive classification", IEEE International Conference on Image Processing (ICIP), San Antonio, Texas, Sept. 2007. PDF Abstract
D. G. Stork, and M. F. Duarte, "Computer Vision, image analysis and master art, Part III", IEEE Multimedia, 14(11), pp. 14-18, Jan. 2007. PDF
R. Wagner, R. J. Stinnett, M. F. Duarte, R. G. Baraniuk, D. B. Johnson, and E. T. S. Ng., "A Network Application Programming Interface for Data Processing in Sensor Networks", Technical Report TREE-0705: Rice University, Department of Electrical and Computer Engineering , Apr. 2007. PDF Abstract
D. G. Stork, and M. F. Duarte, "Fidelity analysis of mechanically aided copying/enlarging of Jan van Eyck's `Portrait of Niccolò Albergati", Proceedings of Vision Geometry XV at SPIE Electronic Imaging, San Jose, CA, 2007. PDF Abstract
M. A. Davenport, M. F. Duarte, M. B. Wakin, J. N. Laska, D. Takhar, K. F. Kelly, and R. G. Baraniuk, "The Smashed Filter for Compressive Classification and Target Recognition", Proceedings of Computational Imaging V at SPIE Electronic Imaging, San Jose, CA, 2007. PDF Abstract
J. N. Laska, S. Kirolos, M. F. Duarte, T. Ragheb, R. G. Baraniuk, and Y. Massoud, "Theory and Implementation of an Analog-to-Information Converter using Random Demodulation", Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS), New Orleans, LA, pp. 1959-1962, 2007. PDF Abstract
P. T. Boufounos, M. F. Duarte, and R. G. Baraniuk, "Sparse Signal Reconstruction from Noisy Compressive Measurements Using Cross Validation", Proceedings of the IEEE Workshop on Statistical Signal Processing (SSP), Madison, WI, pp. 299-303, 2007. PDF Slides Abstract
2006
M. F. Duarte, J. N. Laska, and R. G. Baraniuk, "Bounds for Signal to Noise Ratio in Analog to Information Converter Systems", Technical Report TREE-0608: Rice University, Department of Electrical and Computer Engineering , Oct. 2006. PDF
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. PDF Abstract
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. PDF Abstract
M. F. Duarte, M. A. Davenport, M. B. Wakin, and R. G. Baraniuk, "Sparse Signal Detection from Incoherent Projections", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, France, pp. III-305 - III-308, May 2006. PDF Abstract
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. PDF Slides Abstract
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. PDF Slides Abstract
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. PDF Abstract
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. PDF Abstract
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. PDF Abstract
S. Kirolos, T. Ragheb, J. N. Laska, M. F. Duarte, Y. Massoud, and R. G. Baraniuk, "Practical Issues in Implementing Analog-to-Information Converters", Proceedings of the International Workshop on System-on-Chip for Real-Time Applications, Cairo, Egypt, pp. 141-146, 2006. PDF Abstract
2005
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. PDF
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. PDF Slides Abstract
M. F. Duarte, "Fast Reconstruction from Random Incoherent Projections", Technical Report TREE-0507: Rice University, Department of Electrical and Computer Engineering , May 2005. PDF Abstract
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. PDF Abstract
M. F. Duarte, M. B. Wakin, and R. G. Baraniuk, "Fast Reconstruction of Piecewise Smooth Signals from Random Projections", Online Proceedings of the Workshop on Signal Processing with Adaptative Sparse Structured Representations (SPARS), Rennes, France, 2005. PDF Abstract
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. PDF Abstract
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. PDF Abstract

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