Publications

121 / 3,034 publications found.


  •  Kamilov, U., Liu, D., Mansour, H., Boufounos, P.T., "A Recursive Born Approach to Nonlinear Inverse Scattering", IEEE Signal Processing Letters, DOI: 10.1109/LSP.2016.2579647, Vol. 23, No. 8, pp. 1052-1056, August 2016.
    BibTeX TR2016-057 PDF
    • @article{Kamilov2016jun,
    • author = {Kamilov, Ulugbek and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
    • title = {A Recursive Born Approach to Nonlinear Inverse Scattering},
    • journal = {IEEE Signal Processing Letters},
    • year = 2016,
    • volume = 23,
    • number = 8,
    • pages = {1052--1056},
    • month = jun,
    • doi = {10.1109/LSP.2016.2579647},
    • url = {https://www.merl.com/publications/TR2016-057}
    • }
  •  Kamilov, U., Mansour, H., "Learning Optimal Nonlinearities for Iterative Thresholding Algorithms", IEEE Signal Processing Letters, DOI: 10.1109/LSP.2016.2548245, Vol. 23, No. 5, pp. 747-751, March 2016.
    BibTeX TR2016-039 PDF
    • @article{Kamilov2016mar2,
    • author = {Kamilov, Ulugbek and Mansour, Hassan},
    • title = {Learning Optimal Nonlinearities for Iterative Thresholding Algorithms},
    • journal = {IEEE Signal Processing Letters},
    • year = 2016,
    • volume = 23,
    • number = 5,
    • pages = {747--751},
    • month = mar,
    • doi = {10.1109/LSP.2016.2548245},
    • issn = {1070-9908},
    • url = {https://www.merl.com/publications/TR2016-039}
    • }
  •  Mansour, H., Saab, R., "Recovery Analysis for Weighted '1 Minimization Using the Null Space Property", Applied and Computational Harmonic Analysis, DOI: 10.1016/j.acha.2015.10.005, Vol. 43, No. 1, pp. 23-28, March 2016.
    BibTeX TR2016-024 PDF
    • @article{Mansour2016mar2,
    • author = {Mansour, Hassan and Saab, Rayan},
    • title = {Recovery Analysis for Weighted '1 Minimization Using the Null Space Property},
    • journal = {Applied and Computational Harmonic Analysis},
    • year = 2016,
    • volume = 43,
    • number = 1,
    • pages = {23--28},
    • month = mar,
    • doi = {10.1016/j.acha.2015.10.005},
    • url = {https://www.merl.com/publications/TR2016-024}
    • }
  •  Castorena, J., Kamilov, U., Boufounos, P.T., "Autocalibration of LIDAR and Optical Cameras via Edge Alignment", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2016.7472200, March 2016, pp. 2862-2866.
    BibTeX TR2016-009 PDF
    • @inproceedings{Castorena2016mar,
    • author = {Castorena, Juan and Kamilov, Ulugbek and Boufounos, Petros T.},
    • title = {Autocalibration of LIDAR and Optical Cameras via Edge Alignment},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {2862--2866},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.7472200},
    • url = {https://www.merl.com/publications/TR2016-009}
    • }
  •  Kamilov, U., "Parallel Proximal Methods for Total Variation Minimization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2016.74772568, March 2016, pp. 4697-4701.
    BibTeX TR2016-007 PDF
    • @inproceedings{Kamilov2016mar1,
    • author = {Kamilov, Ulugbek},
    • title = {Parallel Proximal Methods for Total Variation Minimization},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {4697--4701},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.74772568},
    • url = {https://www.merl.com/publications/TR2016-007}
    • }
  •  Mansour, H., Kamilov, U., "Multipath Removal by Online Blind Deconvolution in Through-the-Wall-Imaging", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2016.7472249, March 2016, pp. 3106-3110.
    BibTeX TR2016-006 PDF
    • @inproceedings{Mansour2016mar1,
    • author = {Mansour, Hassan and Kamilov, Ulugbek},
    • title = {Multipath Removal by Online Blind Deconvolution in Through-the-Wall-Imaging},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {3106--3110},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.7472249},
    • url = {https://www.merl.com/publications/TR2016-006}
    • }
  •  Suryaprakash, R.T., Pajovic, M., Kim, K.J., Orlik, P.V., "Millimeter Wave Communications Channel Estimation via Bayesian Group Sparse Recovery", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2016.7472309, March 2016, pp. 3406-3410.
    BibTeX TR2016-012 PDF
    • @inproceedings{Suryaprakash2016mar,
    • author = {Suryaprakash, Raj Tejas and Pajovic, Milutin and Kim, Kyeong Jin and Orlik, Philip V.},
    • title = {Millimeter Wave Communications Channel Estimation via Bayesian Group Sparse Recovery},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {3406--3410},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.7472309},
    • url = {https://www.merl.com/publications/TR2016-012}
    • }
  •  Valsesia, D., Boufounos, P.T., "Universal Encoding of Multispectral Images", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2016.7472519, March 2016, pp. 4453-4457.
    BibTeX TR2016-010 PDF
    • @inproceedings{Valsesia2016mar,
    • author = {Valsesia, Diego and Boufounos, Petros T.},
    • title = {Universal Encoding of Multispectral Images},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {4453--4457},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.7472519},
    • url = {https://www.merl.com/publications/TR2016-010}
    • }
  •  Zhang, Z., Liu, D., Aeron, S., Vetro, A., "An Online Tensor Robust PCA Algorithm for Sequential 2D Data", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2016.7472114, March 2016, pp. 2434-2438.
    BibTeX TR2016-004 PDF
    • @inproceedings{Zhang2016mar,
    • author = {Zhang, Ziming and Liu, Dehong and Aeron, Shuchin and Vetro, Anthony},
    • title = {An Online Tensor Robust PCA Algorithm for Sequential 2D Data},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {2434--2438},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.7472114},
    • url = {https://www.merl.com/publications/TR2016-004}
    • }
  •  Handa, H., Mansour, H., Liu, D., Kamilov, U., "Extended Target Localization with Total-Variation Denoising in Through-the-Wall-Imaging", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), DOI: 10.1109/CAMSAP.2015.7383832, December 2015, pp. 445-448.
    BibTeX TR2015-139 PDF
    • @inproceedings{Handa2015dec,
    • author = {Handa, H. and Mansour, H. and Liu, D. and Kamilov, U.},
    • title = {Extended Target Localization with Total-Variation Denoising in Through-the-Wall-Imaging},
    • booktitle = {IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)},
    • year = 2015,
    • pages = {445--448},
    • month = dec,
    • publisher = {IEEE},
    • doi = {10.1109/CAMSAP.2015.7383832},
    • url = {https://www.merl.com/publications/TR2015-139}
    • }
  •  Liu, D., Kamilov, U., Boufounos, P.T., "Sparsity-Driven Distributed Array Imaging", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), DOI: 10.1109/CAMSAP.2015.7383831, December 2015, pp. 441-444.
    BibTeX TR2015-140 PDF
    • @inproceedings{Liu2015dec,
    • author = {Liu, D. and Kamilov, U. and Boufounos, P.T.},
    • title = {Sparsity-Driven Distributed Array Imaging},
    • booktitle = {IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)},
    • year = 2015,
    • pages = {441--444},
    • month = dec,
    • doi = {10.1109/CAMSAP.2015.7383831},
    • url = {https://www.merl.com/publications/TR2015-140}
    • }
  •  Fujihashi, T., Koike-Akino, T., Watanabe, T., Orlik, P.V., "Compressive Sensing for Loss-Resilient Hybrid Wireless Video Transmission", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOCOM.2015.7417536, December 2015, pp. 1-7.
    BibTeX TR2015-132 PDF
    • @inproceedings{Fujihashi2015dec,
    • author = {Fujihashi, T. and Koike-Akino, T. and Watanabe, T. and Orlik, P.V.},
    • title = {Compressive Sensing for Loss-Resilient Hybrid Wireless Video Transmission},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2015,
    • pages = {1--7},
    • month = dec,
    • doi = {10.1109/GLOCOM.2015.7417536},
    • url = {https://www.merl.com/publications/TR2015-132}
    • }
  •  Liu, D., Lu, D., "Off-the-Grid Compressive Sensing for Broken-Rotor-Bar Fault Detection in Squirrel-Cage Induction Motors", IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS), DOI: 10.1016/j.ifacol.2015.09.729, September 2015, vol. 48, pp. 1451-1456.
    BibTeX TR2015-096 PDF
    • @inproceedings{Liu2015sep1,
    • author = {Liu, D. and Lu, D.},
    • title = {Off-the-Grid Compressive Sensing for Broken-Rotor-Bar Fault Detection in Squirrel-Cage Induction Motors},
    • booktitle = {IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)},
    • year = 2015,
    • volume = 48,
    • number = 21,
    • pages = {1451--1456},
    • month = sep,
    • doi = {10.1016/j.ifacol.2015.09.729},
    • url = {https://www.merl.com/publications/TR2015-096}
    • }
  •  Kumar, R., Da Silva, C., Akalin, O., Aravkin, A., Mansour, H., Recht, B., Herrmann, F., "Efficient Matrix Completion for Seismic Data Reconstruction", Geophysics, DOI: 10.1190/geo2014-0369.1, Vol. 20, No. 5, pp. 97-114, August 2015.
    BibTeX TR2015-053 PDF
    • @article{Kumar2015jul,
    • author = {Kumar, R. and {Da Silva}, C. and Akalin, O. and Aravkin, A. and Mansour, H. and Recht, B. and Herrmann, F.},
    • title = {Efficient Matrix Completion for Seismic Data Reconstruction},
    • journal = {Geophysics},
    • year = 2015,
    • volume = 20,
    • number = 5,
    • pages = {97--114},
    • month = aug,
    • publisher = {Society of Exploration Geophysicists},
    • doi = {10.1190/geo2014-0369.1},
    • url = {https://www.merl.com/publications/TR2015-053}
    • }
  •  Liu, D., "Compressive Sensing Based 3D Imaging Using a Moving MIMO Array", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), DOI: 10.1109/IGARSS.2015.7326449, July 2015, pp. 3010-3013.
    BibTeX TR2015-090 PDF
    • @inproceedings{Liu2015jul2,
    • author = {Liu, D.},
    • title = {Compressive Sensing Based 3D Imaging Using a Moving MIMO Array},
    • booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
    • year = 2015,
    • pages = {3010--3013},
    • month = jul,
    • doi = {10.1109/IGARSS.2015.7326449},
    • issn = {2153-6996},
    • url = {https://www.merl.com/publications/TR2015-090}
    • }
  •  Vaccaro, R., Boufounos, P.T., Benosman, M., "Resolution-Directed Optimization-Based Distributed Sensing", SIAM Conference on Control and its Applications, DOI: 10.1137/1.9781611974072.24, July 2015, pp. 167-174.
    BibTeX TR2015-050 PDF
    • @inproceedings{Vaccaro2015jul,
    • author = {Vaccaro, R. and Boufounos, P.T. and Benosman, M.},
    • title = {Resolution-Directed Optimization-Based Distributed Sensing},
    • booktitle = {SIAM Conference on Control and its Applications},
    • year = 2015,
    • pages = {167--174},
    • month = jul,
    • doi = {10.1137/1.9781611974072.24},
    • isbn = {978-1-61197-407-2},
    • url = {https://www.merl.com/publications/TR2015-050}
    • }
  •  Boufounos, P.T., Mansour, H., "Universal Embeddings for Kernel Machine Classification", International Conference on Sampling Theory and Applications (SampTA), DOI: 10.1109/SAMPTA.2015.7148902, May 2015, pp. 307-311.
    BibTeX TR2015-070 PDF
    • @inproceedings{Boufounos2015may,
    • author = {Boufounos, P.T. and Mansour, H.},
    • title = {Universal Embeddings for Kernel Machine Classification},
    • booktitle = {International Conference on Sampling Theory and Applications (SampTA)},
    • year = 2015,
    • pages = {307--311},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/SAMPTA.2015.7148902},
    • url = {https://www.merl.com/publications/TR2015-070}
    • }
  •  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}
    • }