Publications

144 / 3,364 publications found.


  •  Kadambi, A., Boufounos, P.T., "Coded Aperture Compressive 3-D LIDAR", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2015.7178153, April 2015, pp. 1166-1170.
    BibTeX TR2015-028 PDF
    • @inproceedings{Kadambi2015apr,
    • author = {Kadambi, A. and Boufounos, P.T.},
    • title = {Coded Aperture Compressive 3-D LIDAR},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2015,
    • pages = {1166--1170},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2015.7178153},
    • url = {https://www.merl.com/publications/TR2015-028}
    • }
  •  Mansour, H., Saab, R., "Weighted One-Norm Minimization with Inaccurate Support Estimates: Sharp Analysis via the Null-Space Property", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2015.7178585, April 2015, pp. 3317-3321.
    BibTeX TR2015-026 PDF
    • @inproceedings{Mansour2015apr2,
    • author = {Mansour, H. and Saab, R.},
    • title = {Weighted One-Norm Minimization with Inaccurate Support Estimates: Sharp Analysis via the Null-Space Property},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2015,
    • pages = {3317--3321},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2015.7178585},
    • url = {https://www.merl.com/publications/TR2015-026}
    • }
  •  Boufounos, P.T., Mansour, H., "Kernel Machine Classification Using Universal Embeddings", Data Compression Conference (DCC), DOI: 10.1109/​DCC.2015.61, April 2015, pp. 440.
    BibTeX TR2015-044 PDF
    • @inproceedings{Boufounos2015apr,
    • author = {Boufounos, P.T. and Mansour, H.},
    • title = {Kernel Machine Classification Using Universal Embeddings},
    • booktitle = {Data Compression Conference (DCC)},
    • year = 2015,
    • pages = 440,
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/DCC.2015.61},
    • issn = {1068-0314},
    • url = {https://www.merl.com/publications/TR2015-044}
    • }
  •  Boufounos, P.T., Jacques, L., Krahmer, F., Saab, R., Quantization and Compressive Sensing, Compressed Sensing and Its Applications edition, March 2015.
    BibTeX TR2015-008 PDF
    • @book{Boufounos2015mar,
    • author = {Boufounos, P.T. and Jacques, L. and Krahmer, F. and Saab, R.},
    • title = {Quantization and Compressive Sensing},
    • year = 2015,
    • edition = {Compressed Sensing and Its Applications},
    • month = mar,
    • url = {https://www.merl.com/publications/TR2015-008}
    • }
  •  Liu, D., Boufounos, P.T., "Compressive Sensing Based 3D SAR Imaging with Multi-PRF Baselines", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), DOI: 10.1109/​IGARSS.2014.6946672, July 2014, pp. 1301-1304.
    BibTeX TR2014-054 PDF
    • @inproceedings{Liu2014jul,
    • author = {Liu, D. and Boufounos, P.T.},
    • title = {Compressive Sensing Based 3D SAR Imaging with Multi-PRF Baselines},
    • booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
    • year = 2014,
    • pages = {1301--1304},
    • month = jul,
    • doi = {10.1109/IGARSS.2014.6946672},
    • url = {https://www.merl.com/publications/TR2014-054}
    • }
  •  Boufounos, P.T., Liu, D., Mansour, H., Sahinoglu, S., "Sparse MIMO Architectures For Through-the-wall Imaging", IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), DOI: 10.1109/​SAM.2014.6882455, June 2014, pp. 513-516.
    BibTeX TR2014-051 PDF
    • @inproceedings{Boufounos2014jun,
    • author = {Boufounos, P.T. and Liu, D. and Mansour, H. and Sahinoglu, S.},
    • title = {Sparse MIMO Architectures For Through-the-wall Imaging},
    • booktitle = {IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM)},
    • year = 2014,
    • pages = {513--516},
    • month = jun,
    • publisher = {IEEE},
    • doi = {10.1109/SAM.2014.6882455},
    • url = {https://www.merl.com/publications/TR2014-051}
    • }
  •  Zhang, J., Chen, L., Boufounos, P.T., Gu, Y., "On the Theoretical Analysis of Cross Validation in Compressive Sensing", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2014.6854225, May 2014, pp. 3370-3374.
    BibTeX TR2014-025 PDF
    • @inproceedings{Zhang2014may,
    • author = {Zhang, J. and Chen, L. and Boufounos, P.T. and Gu, Y.},
    • title = {On the Theoretical Analysis of Cross Validation in Compressive Sensing},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2014,
    • pages = {3370--3374},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2014.6854225},
    • url = {https://www.merl.com/publications/TR2014-025}
    • }
  •  Boufounos, P.T., Rane, S., "Embedding-based Representation of Signal Distances", IEEE Global Conference on Signal and Information Processing (GlobalSIP), December 2013.
    BibTeX TR2013-114 PDF
    • @inproceedings{Boufounos2013dec,
    • author = {Boufounos, P.T. and Rane, S.},
    • title = {Embedding-based Representation of Signal Distances},
    • booktitle = {IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
    • year = 2013,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2013-114}
    • }
  •  Boufounos, P.T., "Angle-preserving Quantized Phase Embeddings", SPIE Conference on Wavelets and Sparsity, DOI: 10.1117/​12.20244412, September 2013, vol. 8858.
    BibTeX TR2013-075 PDF
    • @inproceedings{Boufounos2013sep,
    • author = {Boufounos, P.T.},
    • title = {Angle-preserving Quantized Phase Embeddings},
    • booktitle = {SPIE Conference on Wavelets and Sparsity},
    • year = 2013,
    • volume = 8858,
    • month = sep,
    • doi = {10.1117/12.20244412},
    • url = {https://www.merl.com/publications/TR2013-075}
    • }
  •  Liu, D., Boufounos, P.T., "High Resolution Scan Mode SAR Using Compressive Sensing", Asia-Pacific Conference on Synthetic Aperture Radar (APSAR), September 2013.
    BibTeX TR2013-124 PDF Video
    • @inproceedings{Liu2013sep,
    • author = {Liu, D. and Boufounos, P.T.},
    • title = {High Resolution Scan Mode SAR Using Compressive Sensing},
    • booktitle = {Asia-Pacific Conference on Synthetic Aperture Radar (APSAR)},
    • year = 2013,
    • month = sep,
    • isbn = {978-4-88552-278-9},
    • url = {https://www.merl.com/publications/TR2013-124}
    • }
  •  Portelo, J., Raj, B., Boufounos, P., Trancoso, I., Abad, A., "Speaker Verification Using Secure Binary Embeddings", European Signal Processing Conference (EUSIPCO), September 2013.
    BibTeX TR2013-082 PDF
    • @inproceedings{Portelo2013sep,
    • author = {Portelo, J. and Raj, B. and Boufounos, P. and Trancoso, I. and Abad, A.},
    • title = {Speaker Verification Using Secure Binary Embeddings},
    • booktitle = {European Signal Processing Conference (EUSIPCO)},
    • year = 2013,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2013-082}
    • }
  •  Rane, S., Boufounos, P., Vetro, A., "Quantized Embeddings: An Efficient and Universal Nearest Neighbor Method for Cloud-based Image Retrieval", SPIE Conference on Applications of Digital Image Processing, August 2013.
    BibTeX TR2013-073 PDF
    • @inproceedings{Rane2013aug2,
    • author = {Rane, S. and Boufounos, P. and Vetro, A.},
    • title = {Quantized Embeddings: An Efficient and Universal Nearest Neighbor Method for Cloud-based Image Retrieval},
    • booktitle = {SPIE Conference on Applications of Digital Image Processing},
    • year = 2013,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2013-073}
    • }
  •  Liu, D., Boufounos, P.T., "Synthetic Aperture Imaging Using a Randomly Steered Spotlight", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), DOI: 10.1109/​IGARSS.2013.6721310, July 2013.
    BibTeX TR2013-070 PDF Video
    • @inproceedings{Liu2013jul,
    • author = {Liu, D. and Boufounos, P.T.},
    • title = {Synthetic Aperture Imaging Using a Randomly Steered Spotlight},
    • booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
    • year = 2013,
    • month = jul,
    • doi = {10.1109/IGARSS.2013.6721310},
    • isbn = {978-1-4799-1114-1},
    • url = {https://www.merl.com/publications/TR2013-070}
    • }
  •  Boufounos, P.T., "On Embedding the Angles Between Signals", Signal Processing with Adaptive Sparse Structural Representation (SPARS), July 2013.
    BibTeX TR2013-061 PDF
    • @inproceedings{Boufounos2013jul2,
    • author = {Boufounos, P.T.},
    • title = {On Embedding the Angles Between Signals},
    • booktitle = {Signal Processing with Adaptive Sparse Structural Representation (SPARS)},
    • year = 2013,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2013-061}
    • }
  •  Boufounos, P.T., "Sparse Signal Reconstruction from Phase-only Measurements", International Conference on Sampling Theory and Applications (SampTA), July 2013.
    BibTeX TR2013-058 PDF
    • @inproceedings{Boufounos2013jul1,
    • author = {Boufounos, P.T.},
    • title = {Sparse Signal Reconstruction from Phase-only Measurements},
    • booktitle = {International Conference on Sampling Theory and Applications (SampTA)},
    • year = 2013,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2013-058}
    • }
  •  Liu, D., Boufounos, P.T., "Random Steerable Arrays for Synthetic Aperture Imaging", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2013.6638371, May 2013, pp. 3811-3815.
    BibTeX TR2013-035 PDF Video
    • @inproceedings{Liu2013may,
    • author = {Liu, D. and Boufounos, P.T.},
    • title = {Random Steerable Arrays for Synthetic Aperture Imaging},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2013,
    • pages = {3811--3815},
    • month = may,
    • doi = {10.1109/ICASSP.2013.6638371},
    • issn = {1520-6149},
    • url = {https://www.merl.com/publications/TR2013-035}
    • }
  •  Bahmani, S., Boufounos, P.T., Raj, B., "Robust 1-Bit Compressive Sensing via Gradient Support Pursuit", arXiv, April 2013.
    BibTeX arXiv
    • @article{Bahmani2013apr2,
    • author = {Bahmani, S. and Boufounos, P.T. and Raj, B.},
    • title = {Robust 1-Bit Compressive Sensing via Gradient Support Pursuit},
    • journal = {arXiv},
    • year = 2013,
    • month = apr,
    • url = {https://arxiv.org/abs/1304.6627}
    • }
  •  Boufounos, P.T., Rane, S., "Efficient Coding of Signal Distances Using Universal Quantized Embeddings", Data Compression Conference (DCC), DOI: 10.1109/​DCC.2013.33, March 2013, pp. 251-260.
    BibTeX TR2013-009 PDF
    • @inproceedings{Boufounos2013mar,
    • author = {Boufounos, P.T. and Rane, S.},
    • title = {Efficient Coding of Signal Distances Using Universal Quantized Embeddings},
    • booktitle = {Data Compression Conference (DCC)},
    • year = 2013,
    • pages = {251--260},
    • month = mar,
    • doi = {10.1109/DCC.2013.33},
    • issn = {1068-0314},
    • isbn = {978-1-4673-6037-1},
    • url = {https://www.merl.com/publications/TR2013-009}
    • }
  •  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}
    • }
  •  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}
    • }