Petros T.
Boufounos
Mitsubishi Electric Research Labs
201 Broadway
Cambridge, MA 02139
Publications
Compressive Sensing, Random Projections, Sparse Representations
Jacques L., Laska J. N., Boufounos P. T., Baraniuk R. J., "Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors," Submitted. [arXiv, preprint]
Boufounos P. T., "Universal Rate-Efficient Scalar Quantization," IEEE Trans. Info. Theory, accepted. [arXiv, preprint]
Boufounos P. T., Rane S., "Secure Binary Embeddings for Privacy Preserving Nearest Neighbors," Proc. Workshop on Information Forensics and Security (WIFS), Foz do Iguaçu, Brazil, November 29-December 2, 2011. [preprint]
Bahmani S., Boufounos P. T., Raj B., "Greedy Sparsity-Constrained Optimization," Proc. Asilomar Conf. Signals Systems and Computers, Pacific Grove, CA, November 6-9 2011. [preprint]
Wang Y., Rane S., Boufounos P., Vetro A., "Distributed Compression of Zerotrees of Wavelet Coefficients", Proc. IEEE Int. Conf. Image Processing (ICIP), Brussels, Belgium, September 11-14, 2011. [preprint]
Boufounos P. T., Raj B., Smaragdis P., "Joint sparsity models for broadband array processing," Proc. SPIE Wavelets and Sparsity XIV, San Diego, CA, August 21-24, 2011. [preprint]
Wang Y., Rane S., Boufounos P., Vetro A., "Distributed Compression of Zerotrees of Wavelet Coefficients," Proc. 2011 International conference on Image Processing (ICIP), Sept. 11-14, 2011, Brussels, Belgium.
Dehong L., Boufounos P., "High Resolution SAR Imagingc Using Random Pulse Timing," Proc. IEEE Int. Geoscience and Remote Sensing Symp. (IGARSS), Vancouver, Canada, July 24-19, 2011. [preprint]
Laska J. N., Boufounos P., Davenport M. A., and Baraniuk R. G., "Democracy in Action: Quantization, Saturation, and Compressive Sensing." Applied and Computational Harmonic Analysis, v.31, no. 3, pp. 429-443, November 2011. [preprint]
Boufounos P., "Compressive Sensing for Over-the-Air Ultrasound," Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), Prague, Czech Republic, May 22-27, 2011. [preprint]
Wei D., Boufounos P., "Saturation-robust SAR Image Formation," Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), Prague, Czech Republic, May 22-27, 2011. [preprint]
Boufounos P., "Hierarchical Distributed Scalar Quantization," Proc. Int. Conf. Sampling Theory and Applications (SampTA) 2011, Singapore, May 2-6 2011. [preprint]
Rane S., Boufounos P., Vetro A., Okada Y., "Low-complexity, rate-efficient SAR raw data compression," Proc. SPIE Defense and Security, Algorithms for Synthetic Aperture Radar Imagery XVIII, Orlando, FL, April 25-19, 2011. [preprint]
Boufounos P. T., Kutyniok G., and Rauhut H. "Sparse recovery from combined fusion frame measurements." IEEE Trans. Info. Theory. v. 57, no. 6, May 2011. [arXiv, preprint]
Rane S., Wang Y., Boufounos P., Vetro A., "Wyner-Ziv Coding of Multispectral Images for Space and Airborne Platforms," Proc. 28th Picture Coding Symposium (PCS), Dec. 7-10, 2010, Nagoya, Japan. [preprint]
Boufounos P. T., Asif M. S., "Compressive Sensing for Streaming Signals using the Streaming Greedy Pursuit," Proc. 2010 Military Communications Conference (MILCOM), Oct. 31 - Nov. 3, 2010, San Jose, CA. [preprint]
Davenport M., Schnelle S., Slavinsky J., Baraniuk R., Wakin M., Boufounos P. T., "A Wideband Compressive Radio Receiver," Proc. 2010 Military Communications Conference (MILCOM), Oct. 31 - Nov. 3, 2010, San Jose, CA. [preprint]
Asif M. S., Reddy D., Boufounos P. T., Veeraraghavan A., "Streaming Compressive Sensing For High-Speed Periodic Videos,"Proc. 2010 International conference on Image Processing (ICIP), Sept. 26-29, 2010, Hong Kong. [preprint]
Boufounos P. T., Asif M. S., "Compressive Sampling for Streaming Signals with Sparse Frequency Content," Proc. 44th annual Conference on Information Sciences and Systems (CISS) 2010, March 17-19 2010, Princeton, NJ. [preprint]
Boufounos P. T., Kutyniok G., and Rauhut H., "Average case analysis of sparse recovery from combined fusion frame measurements," Proc. 44th annual Conference on Information Sciences and Systems (CISS) 2010, March 17-19, 2010, Princeton, NJ. [preprint]
Boufounos P. T., "Reconstruction of Sparse Signals from Distorted Randomized Measurements," Proc. International Conference on Acoustics Speech and Signal Processing (ICASSP) 2010, March 14-19, 2010, Dallas, TX. [preprint]
Boufounos P. T., "Greedy Sparse Signal Reconstruction From Sign Measurements." Proc. Asilomar Conference on Signals Systems and Computers 2009, Pacific Grove, CA, Nov. 2009 [preprint]
Davenport M. A., Boufounos P. T., Wakin M. G., and Baraniuk R. G., "Signal Processing with Compressive Measurements." IEEE Journal of Selected Topics in Signal Processing, Vol. 4, No. 2, pp. 445-460, April 2010.
Davenport M. A., Laska J. N., Boufounos P. T., and Baraniuk R. G., "A simple proof that random matrices are democratic." Rice University ECE Department Technical Report TREE-0906, November 2009. [arXiv, preprint]
Boufounos P., Kutyniok G., and Rauhut H., "Compressed Sensing for Fusion Frames." Proc. Wavelets XIII Proc. of SPIE Vol. 7446, 744614, (2009), doi:10.1117/12.826327, San Diego, CA, August 2009. [preprint]
Laska J. N., Boufounos P., and Baraniuk R. G.,"Finite range scalar quantization for compressive sensing." Proc. International Conference on Sampling Theory and Applications (SampTA) Toulouse, France, May 2009. [preprint]
Davenport M. A., Boufounos P. T. , and Baraniuk R. G., "Compressive domain interference cancellation." Workshop on Signal Processing with Adaptive Sparse Structured Representations (SPARS), Saint-Malo, France, April 2009. [preprint]
Cevher V., Boufounos P., Baraniuk R. G., Gilbert A. C., and Strauss M. J., "Near-optimal Bayesian localization via incoherence and sparsity." Proc. IPSN 2009, San Francisco, CA, 13-16 April 2009. [preprint]
Koushanfar F., Boufounos P., Shamsi D., "Post-silicon Timing Characterization by Compressed Sensing." Proc. IEEE/ACM International Conference on Computer Aided Design (ICCAD) 2008, pp. 185-189, November 2008, San Jose, CA.[preprint]
Shamsi D., Boufounos P., Koushanfar F. "Noninvasive Leakage Power Tomography of Integrated Circuits by Compressive Sensing." Proc. ACM International Symposium on Low Power Electronics and Design (ISLPED) 2008, pp. 341-346, August 11-13 2008, Bangalore, India. [preprint]
Boufounos P., Baraniuk R. G. "1-Bit Compressive Sensing." Proc. 42nd annual Conference on Information Sciences and Systems (CISS) 2008, March 19-21 2008, Princeton, NJ. [preprint]
Boufounos P., Baraniuk R. G. "Reconstructing Sparse Signals From their Zero Crossings." Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing 2008, (ICASSP 2008), March 30-April 4, Las Vegas, NV. [preprint]
Boufounos P., Duarte M. F., Baraniuk R. G., "Sparse Signal Reconstruction from Noisy Compressive Measurements Using Cross Validation." Proc. IEEE Statistical Signal Processing Workshop (SSP) 2007. Vol. 15, Iss. 1, pp. 358-368, August 26-29, 2007, Madison, WI. [preprint]
Boufounos P., Baraniuk R. G., "Sigma Delta Quantization for Compressive Sensing." Proc. SPIE Waveletts XII. Proc. of SPIE Vol. 6701, 670104, (2007), doi: 10.1117/12.734880, August 26-29 2007, San Diego, CA. [preprint]
Boufounos P., Baraniuk R. G., "Quantization of Sparse Representations." Rice University ECE Department Technical Report 0701. Summary appears in Proc. of the Data Compression Conference (DCC '07), March 27-29 2007, Snowbird, UT.
Boufounos P. "Generating Binary Processes with All-Pole Spectra." Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing, 2007. (ICASSP '07). Vol. 3, pp. 982-984, April 15-20 2007, Honolulu, HI. [preprint]
Frames and Robust Representations
Boufounos P., Oppenheim A. V., Goyal V. K. "Causal Compensation for Erasures in Frame Representations." IEEE Transactions on Signal Processing. Vol. 3, No. 3, pp. 1071-1082, March 2008. [preprint]
Boufounos P., Oppenheim A. V., "Compensation of Coefficient Erasures in Frame Representations." Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing, 2006. (ICASSP '06). Vol. 3, pp. 848-851, May 14-19 2006, Toulouse, France.
Boufounos P., Oppenheim A. V., "Quantization Noise Shaping on Arbitrary Frame Expansions." EURASIP Journal on Applied Signal Processing (JASP), Special Issue on Frames and Overcomplete Representations in Signal Processing, Communications, and Information Theory. Vol. 2006, Article ID 53807, doi:10.1155/ASP/2006/53807, 12 pages, Hindawi Publishing Corporation, 2006. [preprint]
Boufounos P., Quantization and Erasures in Frame Representations. MIT D.Sc. Thesis, January 2006, Cambridge, MA, USA
Boufounos P., Oppenheim A. V., "Quantization Noise Shaping on Arbitrary Frame Expansions." Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005. (ICASSP '05), Vol. 4, pp. 205-208. March 2005, Philadelphia, PA, USA.
Estimation of Wrapped PDFs
Smaragdis P., Boufounos P. "Position and Trajectory Learning for Microphone Arrays." IEEE Transactions on Audio, Speech and Language Processing., Vol.15, No.1, pp.358-368, January 2007. [preprint]
Smaragdis P.; Boufounos P., "Learning Source Trajectories Using Wrapped-Phase Hidden Markov Models", IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), October 2005
Basecalling using Hidden Markov Models
Boufounos P., El-Difrawy S., Ehrlich D., "Basecalling using hidden Markov models." Journal of the Franklin Institute, Special Issue On Genomics, Signal Processing, and Statistics, v. 341, issues. 1-2, p. 23-36, January-March 2004, Elsevier Ltd. [preprint]
Boufounos P., El-Difrawy S., Ehrlich D., "Hidden Markov Models for DNA Sequencing." Proc. Workshop on Genomic Signal Processing and Statistics (GENSIPS 2002), October 2002, Raleigh, NC, USA. [preprint]
Boufounos P., Signal Processing For DNA Sequencing. MIT M.Eng. Thesis, June 2002, Cambridge, MA, USA.
Agent-mediated Electronic Commerce
Zacharia G., Evgeniou T., Moukas A., Boufounos P., Maes P. "Economics of Dynamic Pricing in a Reputation Brokered Agent Mediated Marketplace." Electronic Commerce Research Journal, Special Issue on Intelligent Agents in Electronic Commerce, 2001, Kluwer Academic Publishers
Zacharia G., Evgeniou T., Moukas A., Boufounos P., Maes P. "Economics of Dynamic Pricing in a Reputation Brokered Agent Mediated Marketplace." E-Commerce Agents: Marketplace Solutions, Security Issues, and Supply and Demand, LNAI series, 2001, Springer-Verlag, Berlin, Germany.
Zacharia G., Moukas A., Boufounos P, Maes P. "Dynamic pricing in a reputation brokered agent mediated knowledge marketplace." Proc. 33rd Annual Hawaii International Conference on Systems Sciences. HICSS-33. IEEE Comput. Soc. 2000, Los Alamitos, CA, USA. [alternate link]
Zacharia G., Moukas A., Boufounos P., Maes P. "Economics of Dynamic Pricing in a Reputation Brokered Agent Mediated Marketplace." Proc. of Workshop on Agents in E-Commerce, The 1st Asia-Pacific Conference on Intelligent Agent Technology (IAT-99), Hong Kong, WSPC, December 1999, Singapore.