Rice DSP Publications

M. F. Duarte, and R. G. Baraniuk, "Spectral compressive sensing", Applied and Computational Harmonic Analysis, Submitted. Abstract

M. F. Duarte, and R. G. Baraniuk, "Kronecker compressive sensing", IEEE Transactions on Image Processing, vol. 21, no. 2, pp. 494-504, Feb., 2012. Abstract

E. L. Dyer, M. F. Duarte, D. H. Johnson, and R. G. Baraniuk, "Recovering spikes from noisy neuronal calcium signals via structured sparse approximation", Latent Variable Analysis and Signal Separation (LVA), Saint Malo, France, pp. 604-611, September, 2010. Abstract

M. A. Davenport, C. Hegde, M. F. Duarte, and R. G. Baraniuk, "Joint manifolds for data fusion", IEEE Transactions on Image Processing, vol. 19, no. 10, pp. 2580-2594, Oct., 2010. Abstract

M. A. Davenport, C. Hegde, M. F. Duarte, and R. G. Baraniuk, "High-dimensional data fusion via joint manifold learning", AAAI Fall 2010 Symposium on Manifold Learning, Arlington, VA, Nov., 2010. Abstract

S. R. Schnelle, J. N. Laska, C. Hegde, M. F. Duarte, M. A. Davenport, and R. G. Baraniuk, "Texas Hold 'Em algorithms for distributed compressive sensing", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Dallas, TX, Mar., 2010. 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", IEEE Transactions in Information Theory, vol. 56, no. 1, pp. 520-544, Jan., 2010. 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", Leonardo, vol. 43, no. 1, pp. 43-50, Feb., 2010.

M. F. Duarte, and R. G. Baraniuk, "Spectral compressive sensing", Technical Report TREE-1005, Feb., 2010. Abstract

R. G. Baraniuk, V. Cevher, M. F. Duarte, and C. Hegde, "Model-based compressive sensing", IEEE Transactions in Information Theory, vol. 56, pp. 1982-2001, April, 2010. 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. 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. Abstract

D. Baron, M. F. Duarte, M. B. Wakin, S. Sarvotham, and R. G. Baraniuk, "Distributed compressive sensing", Preprint, Jan., 2009. Abstract

M. A. Davenport, C. Hegde, M. F. Duarte, and R. G. Baraniuk, A theoretical analysis of joint manifolds, , no. TREE 0901: Rice University, Department of Electrical and Computer Engineering, Jan., 2009. 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. Abstract

M. F. Duarte, and R. G. Baraniuk, "Kronecker Compressive Sensing", IEEE Transactions on Image Processing, 2009.

V. Cevher, A. C. 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. Abstract

V. Cevher, P. T. Boufounos, M. F. Duarte, and R. G. Baraniuk, "Space Cutting for Distributed Localization", 42nd Asilomar Conference on Signals, Systems, and Computers, vol. aa, Pacific Grove, CA, Oct., 2008.

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, May, 2008. 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, May, 2008. 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, vol. 25, no. 2, pp. 83-91, Mar., 2008.

M. F. Duarte, S. Sarvotham, M. B. Wakin, D. Baron, and R. G. Baraniuk, Theoretical Performance Limits for Jointly Sparse Signals via Graphical Models, , no. TREE-0802: Rice University, Department of Electrical and Computer Engineering , Jul., 2008. 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. 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. Abstract

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, TX, Sep., 2007. 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, May, 2007. Abstract

D. G. Stork, and M. F. Duarte, "Computer Vision, image analysis and master art, Part III", IEEE Multimedia, vol. 14, no. 11, pp. 14-18, Jan., 2007. 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, Jan., 2007. 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, Jan., 2007. 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, Aug., 2007. Abstract

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, , no. TREE-0705: Rice University, Department of Electrical and Computer Engineering , Apr., 2007. 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, Oct., 2006. Abstract

M. F. Duarte, J. N. Laska, and R. G. Baraniuk, Bounds for Signal to Noise Ratio in Analog to Information Converter Systems, , no. TREE-0608: Rice University, Department of Electrical and Computer Engineering , Oct., 2006.

D. Baron, M. B. Wakin, M. F. Duarte, S. Sarvotham, and R. G. Baraniuk, Distributed Compressed Sensing, , no. TREE-0612: Rice University, Department of Electrical and Computer Engineering , Nov., 2006. 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. 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, May, 2006. 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, Jan., 2006. 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, Dec., 2006. 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, Apr., 2006. 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. 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. Abstract

D. Baron, M. F. Duarte, S. Sarvotham, M. B. Wakin, and R. G. Baraniuk, "An Information Theoretic Approach to Distributed Compressed Sensing", Allerton Conference on Communication, Control, and Computing, Allerton, IL, Sep., 2005. Abstract

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, , no. TREE-0503: Rice University, Department of Electrical and Computer Engineering , Oct., 2005.

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. Abstract

M. F. Duarte, Fast Reconstruction from Random Incoherent Projections, , no. TREE-0507: Rice University, Department of Electrical and Computer Engineering , May, 2005. 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 (NIPS), Vancouver, Canada, pp. 1435-1442, Dec., 2005. 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. 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. Abstract