Publications

170 / 3,737 publications found.


  •  Boufounos, P.T., "Universal Quantization and SAR Compression," Tech. Rep. TR2018-209, Mitsubishi Electric Research Laboratories, March 2019.
    BibTeX TR2018-209 PDF
    • @techreport{Boufounos2019mar,
    • author = {Boufounos, Petros T.},
    • title = {Universal Quantization and SAR Compression},
    • year = 2019,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2018-209}
    • }
  •  Lopez, O., Mansour, H., "Robust Subspace Learning for Motion Deblurring in Images," Tech. Rep. TR2018-208, Mitsubishi Electric Research Laboratories, March 2019.
    BibTeX TR2018-208 PDF
    • @techreport{Lopez2019mar,
    • author = {Lopez, Oscar and Mansour, Hassan},
    • title = {Robust Subspace Learning for Motion Deblurring in Images},
    • year = 2019,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2018-208}
    • }
  •  Mansour, H., Liu, D., Kamilov, U., Boufounos, P.T., "Sparse Blind Deconvolution for Distributed Radar Autofocus Imaging", IEEE Transactions on Computational Imaging, DOI: 10.1109/​TCI.2018.2875375, Vol. 4, No. 4, pp. 537-551, December 2018.
    BibTeX TR2018-179 PDF Video
    • @article{Mansour2018dec,
    • author = {Mansour, Hassan and Liu, Dehong and Kamilov, Ulugbek and Boufounos, Petros T.},
    • title = {Sparse Blind Deconvolution for Distributed Radar Autofocus Imaging},
    • journal = {IEEE Transactions on Computational Imaging},
    • year = 2018,
    • volume = 4,
    • number = 4,
    • pages = {537--551},
    • month = dec,
    • doi = {10.1109/TCI.2018.2875375},
    • url = {https://www.merl.com/publications/TR2018-179}
    • }
  •  Boufounos, P.T., "High-Resolution Lidar Using Random Demodulation", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/​ICIP.2018.8451424, October 2018.
    BibTeX TR2018-138 PDF
    • @inproceedings{Boufounos2018oct,
    • author = {Boufounos, Petros T.},
    • title = {High-Resolution Lidar Using Random Demodulation},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2018,
    • month = oct,
    • doi = {10.1109/ICIP.2018.8451424},
    • url = {https://www.merl.com/publications/TR2018-138}
    • }
  •  Liu, D., Mansour, H., Boufounos, P.T., Kamilov, U., "Robot Sensor Localization Based on Euclidean Distance Matrix", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), DOI: 10.1109/​IGARSS.2018.8517324, July 2018, pp. 7998-8001.
    BibTeX TR2018-106 PDF
    • @inproceedings{Liu2018jul4,
    • author = {Liu, Dehong and Mansour, Hassan and Boufounos, Petros T. and Kamilov, Ulugbek},
    • title = {Robot Sensor Localization Based on Euclidean Distance Matrix},
    • booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
    • year = 2018,
    • pages = {7998--8001},
    • month = jul,
    • doi = {10.1109/IGARSS.2018.8517324},
    • url = {https://www.merl.com/publications/TR2018-106}
    • }
  •  Liu, H.-Y., Liu, D., Mansour, H., Boufounos, P.T., Waller, L., Kamilov, U., "SEAGLE: Sparsity-Driven Image Reconstruction under Multiple Scattering", IEEE Transactions on Computational Imaging, DOI: 10.1109/​TCI.2017.2764461, Vol. 4, No. 1, pp. 73-86, July 9, 2018.
    BibTeX TR2018-056 PDF
    • @article{Liu2018jul,
    • author = {Liu, Hsiou-Yuan and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T. and Waller, Laura and Kamilov, Ulugbek},
    • title = {SEAGLE: Sparsity-Driven Image Reconstruction under Multiple Scattering},
    • journal = {IEEE Transactions on Computational Imaging},
    • year = 2018,
    • volume = 4,
    • number = 1,
    • pages = {73--86},
    • month = jul,
    • doi = {10.1109/TCI.2017.2764461},
    • url = {https://www.merl.com/publications/TR2018-056}
    • }
  •  Wang, P., Millar, D.S., Parsons, K., Orlik, P.V., "Nonlinearity Correction for Range Estimation in FMCW Millimeter-Wave Automotive Radar", IEEE International Wireless Symposium (IWS), DOI: 10.1109/​IEEE-IWS.2018.8400806, May 2018.
    BibTeX TR2018-054 PDF
    • @inproceedings{Wang2018may,
    • author = {Wang, Pu and Millar, David S. and Parsons, Kieran and Orlik, Philip V.},
    • title = {Nonlinearity Correction for Range Estimation in FMCW Millimeter-Wave Automotive Radar},
    • booktitle = {IEEE International Wireless Symposium (IWS)},
    • year = 2018,
    • month = may,
    • doi = {10.1109/IEEE-IWS.2018.8400806},
    • url = {https://www.merl.com/publications/TR2018-054}
    • }
  •  Mansour, H., Kamilov, U.S., Liu, D., Boufounos, P.T., "Radar Autofocus Using Sparse Blind Deconvolution", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462402, April 2018, pp. 1623-1627.
    BibTeX TR2018-003 PDF Video
    • @inproceedings{Mansour2018apr,
    • author = {Mansour, Hassan and Kamilov, Ulugbek S. and Liu, Dehong and Boufounos, Petros T.},
    • title = {Radar Autofocus Using Sparse Blind Deconvolution},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {1623--1627},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8462402},
    • url = {https://www.merl.com/publications/TR2018-003}
    • }
  •  Ma, Y., Mansour, H., Liu, D., Boufounos, P.T., Kamilov, U., "Accelerated Image Reconstruction for Nonlinear Diffractive Imaging", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462400, April 2018, pp. 6473-6477.
    BibTeX TR2018-008 PDF Video Software
    • @inproceedings{Ma2018apr,
    • author = {Ma, Yanting and Mansour, Hassan and Liu, Dehong and Boufounos, Petros T. and Kamilov, Ulugbek},
    • title = {Accelerated Image Reconstruction for Nonlinear Diffractive Imaging},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {6473--6477},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8462400},
    • url = {https://www.merl.com/publications/TR2018-008}
    • }
  •  Wen, B., Kamilov, U., Liu, D., Mansour, H., Boufounos, P.T., "DeepCASD: An End-to-End Approach for Multi-Spectural Image Super-Resolution", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8461795, April 2018, pp. 6503-6507.
    BibTeX TR2018-009 PDF
    • @inproceedings{Wen2018apr,
    • author = {Wen, Bihan and Kamilov, Ulugbek and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
    • title = {DeepCASD: An End-to-End Approach for Multi-Spectural Image Super-Resolution},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {6503--6507},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8461795},
    • url = {https://www.merl.com/publications/TR2018-009}
    • }
  •  Kamilov, U., Mansour, H., Wohlberg, B., "Plug-and-Play FISTA for Solving Nonlinear Imaging Inverse Problems", IEEE Signal Processing Letters, DOI: 10.1109/​LSP.2017.2763583, Vol. 24, No. 12, pp. 1872-1876, March 2018.
    BibTeX TR2018-029 PDF
    • @article{Kamilov2018mar,
    • author = {Kamilov, Ulugbek and Mansour, Hassan and Wohlberg, Brendt},
    • title = {Plug-and-Play FISTA for Solving Nonlinear Imaging Inverse Problems},
    • journal = {IEEE Signal Processing Letters},
    • year = 2018,
    • volume = 24,
    • number = 12,
    • pages = {1872--1876},
    • month = mar,
    • doi = {10.1109/LSP.2017.2763583},
    • url = {https://www.merl.com/publications/TR2018-029}
    • }
  •  Degraux, K., Kamilov, U., Boufounos, P.T., Liu, D., "Online Convolutional Dictionary Learning for Multimodal Imaging", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/​ICIP.2017.8296555, September 2017.
    BibTeX TR2017-112 PDF
    • @inproceedings{Degraux2017sep,
    • author = {Degraux, Kevin and Kamilov, Ulugbek and Boufounos, Petros T. and Liu, Dehong},
    • title = {Online Convolutional Dictionary Learning for Multimodal Imaging},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2017,
    • month = sep,
    • doi = {10.1109/ICIP.2017.8296555},
    • url = {https://www.merl.com/publications/TR2017-112}
    • }
  •  Kramer, B., Grover, P., Boufounos, P.T., Benosman, M., Nabi, S., "Sparse sensing and DMD based identification of flow regimes and bifurcations in complex flows", SIAM Journal on Applied Dynamical Systems, DOI: 10.1137/​15M104565X, Vol. 16, No. 2, pp. 1164-1196, July 2017.
    BibTeX TR2017-076 PDF
    • @article{Kramer2017jul,
    • author = {Kramer, Boris and Grover, Piyush and Boufounos, Petros T. and Benosman, Mouhacine and Nabi, Saleh},
    • title = {Sparse sensing and DMD based identification of flow regimes and bifurcations in complex flows},
    • journal = {SIAM Journal on Applied Dynamical Systems},
    • year = 2017,
    • volume = 16,
    • number = 2,
    • pages = {1164--1196},
    • month = jul,
    • doi = {10.1137/15M104565X},
    • url = {https://www.merl.com/publications/TR2017-076}
    • }
  •  Mansour, H., Benosman, M., Huroyan, V., "Crowd Flow Completion From Partial Spatial Observations Using Kernel DMD", International Conference on Sampling Theory and Applications (SampTA), July 2017.
    BibTeX TR2017-085 PDF
    • @inproceedings{Mansour2017jul,
    • author = {Mansour, Hassan and Benosman, Mouhacine and Huroyan, Vahan},
    • title = {Crowd Flow Completion From Partial Spatial Observations Using Kernel DMD},
    • booktitle = {International Conference on Sampling Theory and Applications (SampTA)},
    • year = 2017,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2017-085}
    • }
  •  Goukhshtein, M., Boufounos, P.T., Koike-Akino, T., Draper, S.C., "Distributed Coding of Multispectral Images", IEEE International Symposium on Information Theory (ISIT), DOI: 10.1109/​ISIT.2017.8007126, June 2017.
    BibTeX TR2017-080 PDF
    • @inproceedings{Goukhshtein2017jun,
    • author = {Goukhshtein, Maxim and Boufounos, Petros T. and Koike-Akino, Toshiaki and Draper, Stark C.},
    • title = {Distributed Coding of Multispectral Images},
    • booktitle = {IEEE International Symposium on Information Theory (ISIT)},
    • year = 2017,
    • month = jun,
    • doi = {10.1109/ISIT.2017.8007126},
    • url = {https://www.merl.com/publications/TR2017-080}
    • }
  •  Liu, H.-Y., Liu, D., Mansour, H., Boufounos, P.T., Waller, L., Kamilov, U., "SEAGLE: Robust Computational Imaging under Multiple Scattering", OSA Imaging and Applied Optics Congress, DOI: 10.1364/​MATH.2017.MM4C.1, June 2017.
    BibTeX TR2017-081 PDF
    • @article{Liu2017jun,
    • author = {Liu, Hsiou-Yuan and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T. and Waller, Laura and Kamilov, Ulugbek},
    • title = {SEAGLE: Robust Computational Imaging under Multiple Scattering},
    • journal = {OSA Imaging and Applied Optics Congress},
    • year = 2017,
    • month = jun,
    • doi = {10.1364/MATH.2017.MM4C.1},
    • url = {https://www.merl.com/publications/TR2017-081}
    • }
  •  Kamilov, U., Mansour, H., Liu, D., "Learning Convolutional Proximal Filters", Signal Processing with Adaptive Sparse Structural Representation (SPARS), June 2017.
    BibTeX TR2017-074 PDF
    • @inproceedings{Kamilov2017jun,
    • author = {Kamilov, Ulugbek and Mansour, Hassan and Liu, Dehong},
    • title = {Learning Convolutional Proximal Filters},
    • booktitle = {Signal Processing with Adaptive Sparse Structural Representation (SPARS)},
    • year = 2017,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2017-074}
    • }
  •  Mansour, H., Kamilov, U., Yilmaz, O., "A Kaczmarz Method for Low Rank Matrix Recovery", Signal Processing with Adaptive Sparse Structural Representation (SPARS), June 2017.
    BibTeX TR2017-073 PDF
    • @inproceedings{Mansour2017jun,
    • author = {Mansour, Hassan and Kamilov, Ulugbek and Yilmaz, Ozgur},
    • title = {A Kaczmarz Method for Low Rank Matrix Recovery},
    • booktitle = {Signal Processing with Adaptive Sparse Structural Representation (SPARS)},
    • year = 2017,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2017-073}
    • }
  •  Wang, P., Pajovic, M., Orlik, P.V., Koike-Akino, T., Kim, K.J., "Sparse Channel Estimation in Millimeter Wave Communications: Exploiting Joint AoD-AoA Angular Spread", IEEE International Conference on Communications (ICC), DOI: 10.1109/​ICC.2017.7996915, May 2017.
    BibTeX TR2017-044 PDF
    • @inproceedings{Wang2017may,
    • author = {Wang, Pu and Pajovic, Milutin and Orlik, Philip V. and Koike-Akino, Toshiaki and Kim, Kyeong Jin},
    • title = {Sparse Channel Estimation in Millimeter Wave Communications: Exploiting Joint AoD-AoA Angular Spread},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2017,
    • month = may,
    • doi = {10.1109/ICC.2017.7996915},
    • url = {https://www.merl.com/publications/TR2017-044}
    • }
  •  Boufounos, P.T., Rane, S.D., Mansour, H., "Representation and Coding of Signal Geometry", Information and Inference: a Journal of the IMA, March 2017.
    BibTeX TR2017-036 PDF
    • @article{Boufounos2017mar,
    • author = {Boufounos, Petros T. and Rane, Shantanu D. and Mansour, Hassan},
    • title = {Representation and Coding of Signal Geometry},
    • journal = {Information and Inference: a Journal of the IMA},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-036}
    • }
  •  Li, Q., Liu, S., Mansour, H., Wakin, M., Yang, D., Zhu, Z., "Jazz: A Companion to Music for Frequency Estimation with Missing Data", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
    BibTeX TR2017-013 PDF
    • @inproceedings{Li2017mar,
    • author = {Li, Qiuwei and Liu, Shuang and Mansour, Hassan and Wakin, Michael and Yang, Dehui and Zhu, Zhihui},
    • title = {Jazz: A Companion to Music for Frequency Estimation with Missing Data},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-013}
    • }
  •  Liu, H.-Y., Kamilov, U., Liu, D., Mansour, H., Boufounos, P.T., "Compressive Imaging with Iterative Forward Models", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
    BibTeX TR2017-009 PDF
    • @inproceedings{Liu2017mar2,
    • author = {Liu, Hsiou-Yuan and Kamilov, Ulugbek and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
    • title = {Compressive Imaging with Iterative Forward Models},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-009}
    • }
  •  Kamilov, U., "A Parallel Proximal Algorithm for Anisotropic Total Variation Minimization", IEEE Transactions on Image Processing, DOI: 10.1109/​TIP.2016.2629449, Vol. 26, No. 2, pp. 539-548, February 2017.
    BibTeX TR2017-002 PDF
    • @article{Kamilov2017feb,
    • author = {Kamilov, Ulugbek},
    • title = {A Parallel Proximal Algorithm for Anisotropic Total Variation Minimization},
    • journal = {IEEE Transactions on Image Processing},
    • year = 2017,
    • volume = 26,
    • number = 2,
    • pages = {539--548},
    • month = feb,
    • doi = {10.1109/TIP.2016.2629449},
    • issn = {1057-7149},
    • url = {https://www.merl.com/publications/TR2017-002}
    • }
  •  Kamilov, U., Boufounos, P.T., "Motion-Adaptive Depth Superresolution", IEEE Transactions on Image Processing, DOI: 10.1109/​TIP.2017.2658944, Vol. 26, No. 4, pp. 1723-1731, January 2017.
    BibTeX TR2017-040 PDF
    • @article{Kamilov2017jan,
    • author = {Kamilov, Ulugbek and Boufounos, Petros T.},
    • title = {Motion-Adaptive Depth Superresolution},
    • journal = {IEEE Transactions on Image Processing},
    • year = 2017,
    • volume = 26,
    • number = 4,
    • pages = {1723--1731},
    • month = jan,
    • doi = {10.1109/TIP.2017.2658944},
    • issn = {1941-0042},
    • url = {https://www.merl.com/publications/TR2017-040}
    • }
  •  Boufounos, P.T., Rane, S.D., Mansour, H., "Embedding-based Representation of Signal Geometry" in Excursions in Harmonic Analysis, December 2016.
    BibTeX TR2016-152 PDF
    • @incollection{Boufounos2016dec,
    • author = {Boufounos, Petros T. and Rane, Shantanu D. and Mansour, Hassan},
    • title = {Embedding-based Representation of Signal Geometry},
    • booktitle = {Excursions in Harmonic Analysis},
    • year = 2016,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2016-152}
    • }