Publications

133 / 3,757 publications found.


  •  Bahmani, S., Raj, B., Boufounos, P., "Greedy Sparsity-Constrained Optimization", Journal of Machine Learning Research (JMLR), Vol. 14, pp. 807-841, March 2013.
    BibTeX TR2013-015 PDF
    • @article{Bahmani2013mar,
    • author = {Bahmani, S. and Raj, B. and Boufounos, P.},
    • title = {Greedy Sparsity-Constrained Optimization},
    • journal = {Journal of Machine Learning Research (JMLR)},
    • year = 2013,
    • volume = 14,
    • pages = {807--841},
    • month = mar,
    • url = {https://www.merl.com/publications/TR2013-015}
    • }
  •  Rane, S., Boufounos, P.T., "Privacy-Preserving Nearest Neighbor Methods: Comparing Signals without Revealing Them", IEEE Signal Processing Magazine, DOI: 10.1109/​MSP.2012.2230221, Vol. 30, No. 2, pp. 18-28, March 2013.
    BibTeX TR2013-004 PDF
    • @article{Rane2013feb,
    • author = {Rane, S. and Boufounos, P.T.},
    • title = {Privacy-Preserving Nearest Neighbor Methods: Comparing Signals without Revealing Them},
    • journal = {IEEE Signal Processing Magazine},
    • year = 2013,
    • volume = 30,
    • number = 2,
    • pages = {18--28},
    • month = feb,
    • doi = {10.1109/MSP.2012.2230221},
    • issn = {1053-5888},
    • url = {https://www.merl.com/publications/TR2013-004}
    • }
  •  Jacques, L., Laska, J.N., Boufounos, P.T., Baraniuk, R.G., "Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors", IEEE Transactions on Information Theory, Vol. 59, No. 4, pp. 2082-2102, January 2013.
    BibTeX TR2013-017 PDF
    • @article{Jacques2013jan,
    • author = {Jacques, L. and Laska, J.N. and Boufounos, P.T. and Baraniuk, R.G.},
    • title = {Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors},
    • journal = {IEEE Transactions on Information Theory},
    • year = 2013,
    • volume = 59,
    • number = 4,
    • pages = {2082--2102},
    • month = jan,
    • issn = {0018-9448},
    • url = {https://www.merl.com/publications/TR2013-017}
    • }
  •  Li, M., Rane, S., Boufounos, P., "Quantized Embeddings of Scale-Invariant Image Features for Mobile Augmented Reality", IEEE International Workshop on Multimedia Signal Processing (MMSP), DOI: 10.1109/​MMSP.2012.6343406, September 2012, pp. 1-6.
    BibTeX TR2012-073 PDF
    • @inproceedings{Li2012sep,
    • author = {Li, M. and Rane, S. and Boufounos, P.},
    • title = {Quantized Embeddings of Scale-Invariant Image Features for Mobile Augmented Reality},
    • booktitle = {IEEE International Workshop on Multimedia Signal Processing (MMSP)},
    • year = 2012,
    • pages = {1--6},
    • month = sep,
    • doi = {10.1109/MMSP.2012.6343406},
    • url = {https://www.merl.com/publications/TR2012-073}
    • }
  •  Boufounos, P., Cevher, V., Gilbert, A.C., Li, Y., Strauss, M.J., "What's the Frequency, Kenneth?: Sublinear Fourier Sampling Off the Grid", Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques - International Workshops APPROX/RANDOM, August 2012, vol. 7408, pp. 61-72.
    BibTeX TR2012-059 PDF
    • @inproceedings{Boufounos2012aug,
    • author = {Boufounos, P. and Cevher, V. and Gilbert, A.C. and Li, Y. and Strauss, M.J.},
    • title = {What's the Frequency, Kenneth?: Sublinear Fourier Sampling Off the Grid},
    • booktitle = {Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques - International Workshops APPROX/RANDOM},
    • year = 2012,
    • volume = 7408,
    • series = {Lecture Notes in Computer Science},
    • pages = {61--72},
    • month = aug,
    • publisher = {Springer},
    • url = {https://www.merl.com/publications/TR2012-059}
    • }
  •  Liu, D., Boufounos, P.T., "Pan-Sharpening with Multi-scale Wavelet Dictionary", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 2012.
    BibTeX TR2012-057 PDF
    • @inproceedings{Liu2012jul,
    • author = {Liu, D. and Boufounos, P.T.},
    • title = {Pan-Sharpening with Multi-scale Wavelet Dictionary},
    • booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
    • year = 2012,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2012-057}
    • }
  •  Boufounos, P.T., "Depth Sensing Using Active Coherent Illumination", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2012.6289146, March 2012, pp. 5417-5420.
    BibTeX TR2012-020 PDF Video
    • @inproceedings{Boufounos2012mar,
    • author = {Boufounos, P.T.},
    • title = {Depth Sensing Using Active Coherent Illumination},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2012,
    • pages = {5417--5420},
    • month = mar,
    • doi = {10.1109/ICASSP.2012.6289146},
    • issn = {1520-6149},
    • isbn = {978-1+4673-0045-2},
    • url = {https://www.merl.com/publications/TR2012-020}
    • }
  •  Liu, D., Boufounos, P.T., "Dictionary Learning Based Pan-Sharpening", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2012.6288398, March 2012, pp. 2397-2400.
    BibTeX TR2012-013 PDF
    • @inproceedings{Liu2012mar,
    • author = {Liu, D. and Boufounos, P.T.},
    • title = {Dictionary Learning Based Pan-Sharpening},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2012,
    • pages = {2397--2400},
    • month = mar,
    • doi = {10.1109/ICASSP.2012.6288398},
    • issn = {1520-6149},
    • isbn = {978-1-4673-0045-2},
    • url = {https://www.merl.com/publications/TR2012-013}
    • }
  •  Schnelle, S.R., Slavinsky, J.P., Boufounos, P.T., Davenport, M.A., Baraniuk, R.G., "A Compressive Phase-Locked Loop", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2012.
    BibTeX TR2012-015 PDF
    • @inproceedings{Schnelle2012mar,
    • author = {Schnelle, S.R. and Slavinsky, J.P. and Boufounos, P.T. and Davenport, M.A. and Baraniuk, R.G.},
    • title = {A Compressive Phase-Locked Loop},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2012,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2012-015}
    • }
  •  Boufounos, P.T., "Universal Rate-Efficient Scalar Quantization", IEEE Transactions on Information Theory, DOI: 10.1109/​TIT.2011.2173899, Vol. 58, No. 3, pp. 1861-1872, March 2012.
    BibTeX TR2011-083 PDF
    • @article{Boufounos2012feb,
    • author = {Boufounos, P.T.},
    • title = {Universal Rate-Efficient Scalar Quantization},
    • journal = {IEEE Transactions on Information Theory},
    • year = 2012,
    • volume = 58,
    • number = 3,
    • pages = {1861--1872},
    • month = feb,
    • doi = {10.1109/TIT.2011.2173899},
    • issn = {0018-9448},
    • url = {https://www.merl.com/publications/TR2011-083}
    • }
  •  Boufounos, P., Rane, S., "Secure Binary Embeddings for Privacy Preserving Nearest Neighbors", IEEE International Workshop on Information Forensics and Security (WIFS), DOI: 10.1109/​WIFS.2011.6123149, November 2011, pp. 1-6.
    BibTeX TR2011-077 PDF
    • @inproceedings{Boufounos2011nov,
    • author = {Boufounos, P. and Rane, S.},
    • title = {Secure Binary Embeddings for Privacy Preserving Nearest Neighbors},
    • booktitle = {IEEE International Workshop on Information Forensics and Security (WIFS)},
    • year = 2011,
    • pages = {1--6},
    • month = nov,
    • doi = {10.1109/WIFS.2011.6123149},
    • url = {https://www.merl.com/publications/TR2011-077}
    • }
  •  Bahmani, S., Boufounos, P., Raj, B., "Greedy Sparsity-Constrained Optimization", Asilomar Conference on Signals, Systems and Computers (ACSSC), DOI: 10.1109/​ACSSC.2011.6190194, November 2011, pp. 1148-1152.
    BibTeX TR2012-012 PDF
    • @inproceedings{Bahmani2011nov,
    • author = {Bahmani, S. and Boufounos, P. and Raj, B.},
    • title = {Greedy Sparsity-Constrained Optimization},
    • booktitle = {Asilomar Conference on Signals, Systems and Computers (ACSSC)},
    • year = 2011,
    • pages = {1148--1152},
    • month = nov,
    • doi = {10.1109/ACSSC.2011.6190194},
    • url = {https://www.merl.com/publications/TR2012-012}
    • }
  •  Laska, J.N., Boufounos, P.T., Davenport, M.A., Baraniuk, R.G., "Democracy in Action: Quantization, Saturation and Compressive Sensing", Applied and Computational Harmonic Analysis, Vol. 31, No. 3, pp. 429-443, November 2011.
    BibTeX TR2011-049 PDF
    • @article{Laska2011nov,
    • author = {Laska, J.N. and Boufounos, P.T. and Davenport, M.A. and Baraniuk, R.G.},
    • title = {Democracy in Action: Quantization, Saturation and Compressive Sensing},
    • journal = {Applied and Computational Harmonic Analysis},
    • year = 2011,
    • volume = 31,
    • number = 3,
    • pages = {429--443},
    • month = nov,
    • url = {https://www.merl.com/publications/TR2011-049}
    • }
  •  Wang, Y., Rane, S., Boufounos, P., Vetro, A., "Distributed Compression of Zerotrees of Wavelet Coefficients", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/​ICIP.2011.6115819, September 2011.
    BibTeX TR2011-062 PDF
    • @inproceedings{Wang2011sep,
    • author = {Wang, Y. and Rane, S. and Boufounos, P. and Vetro, A.},
    • title = {Distributed Compression of Zerotrees of Wavelet Coefficients},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2011,
    • month = sep,
    • doi = {10.1109/ICIP.2011.6115819},
    • url = {https://www.merl.com/publications/TR2011-062}
    • }
  •  Liu, D., Boufounos, P.T., "High Resolution SAR Imaging Using Random Pulse Timing", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), DOI: 10.1109/​IGARSS.2011.6050132, July 2011, pp. 4091-4094.
    BibTeX TR2011-058 PDF
    • @inproceedings{Liu2011jul,
    • author = {Liu, D. and Boufounos, P.T.},
    • title = {High Resolution SAR Imaging Using Random Pulse Timing},
    • booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
    • year = 2011,
    • pages = {4091--4094},
    • month = jul,
    • doi = {10.1109/IGARSS.2011.6050132},
    • url = {https://www.merl.com/publications/TR2011-058}
    • }
  •  Boufounos, P.T., Kutyniok, G., Rauhut, H., "Sparse Recovery from Combined Fusion Frame Measurements", IEEE Transactions on Information Theory, DOI: 10.1109/​TIT.2011.241.3890, Vol. 57, No. 6, pp. 3864-3876, May 2011.
    BibTeX TR2011-009 PDF
    • @article{Boufounos2011may3,
    • author = {Boufounos, P.T. and Kutyniok, G. and Rauhut, H.},
    • title = {Sparse Recovery from Combined Fusion Frame Measurements},
    • journal = {IEEE Transactions on Information Theory},
    • year = 2011,
    • volume = 57,
    • number = 6,
    • pages = {3864--3876},
    • month = may,
    • doi = {10.1109/TIT.2011.241.3890},
    • url = {https://www.merl.com/publications/TR2011-009}
    • }
  •  Boufounos, P.T., "Compressive Sensing for Over-the-Air Ultrasound", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2011.5947722, May 2011, pp. 5972-5975.
    BibTeX TR2011-016 PDF Video
    • @inproceedings{Boufounos2011may1,
    • author = {Boufounos, P.T.},
    • title = {Compressive Sensing for Over-the-Air Ultrasound},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2011,
    • pages = {5972--5975},
    • month = may,
    • doi = {10.1109/ICASSP.2011.5947722},
    • url = {https://www.merl.com/publications/TR2011-016}
    • }
  •  Wei, D., Boufounos, P.T., "Saturation-robust SAR Image Formation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2011.5946671, May 2011, pp. 1385-1388.
    BibTeX TR2011-015 PDF
    • @inproceedings{Wei2011may,
    • author = {Wei, D. and Boufounos, P.T.},
    • title = {Saturation-robust SAR Image Formation},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2011,
    • pages = {1385--1388},
    • month = may,
    • doi = {10.1109/ICASSP.2011.5946671},
    • url = {https://www.merl.com/publications/TR2011-015}
    • }
  •  Boufounos, P.T., "Hierarchical Distributed Scalar Quantization", International Conference on Sampling Theory and Applications (SampTA), May 2011.
    BibTeX TR2011-004 PDF
    • @inproceedings{Boufounos2011may2,
    • author = {Boufounos, P.T.},
    • title = {Hierarchical Distributed Scalar Quantization},
    • booktitle = {International Conference on Sampling Theory and Applications (SampTA)},
    • year = 2011,
    • month = may,
    • url = {https://www.merl.com/publications/TR2011-004}
    • }
  •  Rane, S., Boufounos, P., Vetro, A., Okada, Y., "Low-Complexity Efficient Raw SAR Data Compression", SPIE Conference on Defense, Security and Sensing, Algorithms for Synthetic Aperture Radar Imagery, April 2011.
    BibTeX TR2011-025 PDF
    • @inproceedings{Rane2011apr,
    • author = {Rane, S. and Boufounos, P. and Vetro, A. and Okada, Y.},
    • title = {Low-Complexity Efficient Raw SAR Data Compression},
    • booktitle = {SPIE Conference on Defense, Security and Sensing, Algorithms for Synthetic Aperture Radar Imagery},
    • year = 2011,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2011-025}
    • }
  •  Rane, S., Wang, Y., Boufounos, P., Vetro, A., "Wyner-Ziv Coding of Multispectral Images for Space and Airborne Platforms", Picture Coding Symposium (PCS), December 2010, pp. 234-237.
    BibTeX TR2011-045 PDF
    • @inproceedings{Rane2010dec2,
    • author = {Rane, S. and Wang, Y. and Boufounos, P. and Vetro, A.},
    • title = {Wyner-Ziv Coding of Multispectral Images for Space and Airborne Platforms},
    • booktitle = {Picture Coding Symposium (PCS)},
    • year = 2010,
    • pages = {234--237},
    • month = dec,
    • isbn = {978-1-4244-7134-8},
    • url = {https://www.merl.com/publications/TR2011-045}
    • }
  •  Boufounos, P.T., Asif, M.S., "Compressive Sensing for Streaming Signals using the Streaming Greedy Pursuit", IEEE Military Communications Conference (MILCOM), October 2010, pp. 1205-1210.
    BibTeX TR2010-102 PDF
    • @inproceedings{Boufounos2010oct,
    • author = {Boufounos, P.T. and Asif, M.S.},
    • title = {Compressive Sensing for Streaming Signals using the Streaming Greedy Pursuit},
    • booktitle = {IEEE Military Communications Conference (MILCOM)},
    • year = 2010,
    • pages = {1205--1210},
    • month = oct,
    • issn = {2155-7578},
    • url = {https://www.merl.com/publications/TR2010-102}
    • }
  •  Asif, M.S., Reddy, D., Boufounos, P.T., Veeraraghavan, A., "Streaming Compressive Sensing for High-Speed Periodic Videos", IEEE International Conference on Image Processing (ICIP), September 2010, pp. 3373-3376.
    BibTeX TR2010-091 PDF
    • @inproceedings{Asif2010sep,
    • author = {Asif, M.S. and Reddy, D. and Boufounos, P.T. and Veeraraghavan, A.},
    • title = {Streaming Compressive Sensing for High-Speed Periodic Videos},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2010,
    • pages = {3373--3376},
    • month = sep,
    • issn = {1522-4880},
    • url = {https://www.merl.com/publications/TR2010-091}
    • }
  •  Boufounos, P.T., Kutyniok, G., Rauhut, H., "Average Case Analysis of Sparse Recovery from Combined Fusion Frame Measurements", Conference on Information Sciences and Systems (CISS), DOI: 10.1109/​CISS.2010.5466980, March 2010, pp. 1-6.
    BibTeX TR2010-057 PDF
    • @inproceedings{Boufounos2010mar2,
    • author = {Boufounos, P.T. and Kutyniok, G. and Rauhut, H.},
    • title = {Average Case Analysis of Sparse Recovery from Combined Fusion Frame Measurements},
    • booktitle = {Conference on Information Sciences and Systems (CISS)},
    • year = 2010,
    • pages = {1--6},
    • month = mar,
    • doi = {10.1109/CISS.2010.5466980},
    • url = {https://www.merl.com/publications/TR2010-057}
    • }
  •  Boufounos, P.T., Asif, M.S., "Compressive Sampling for Streaming Signals with Sparse Frequency Content", Conference on Information Sciences and Systems (CISS), March 2010, pp. 1-6.
    BibTeX TR2010-056 PDF
    • @inproceedings{Boufounos2010mar3,
    • author = {Boufounos, P.T. and Asif, M.S.},
    • title = {Compressive Sampling for Streaming Signals with Sparse Frequency Content},
    • booktitle = {Conference on Information Sciences and Systems (CISS)},
    • year = 2010,
    • pages = {1--6},
    • month = mar,
    • isbn = {978 1 4244 7416 5},
    • url = {https://www.merl.com/publications/TR2010-056}
    • }