Publications

54 / 3,604 publications found.


  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  Ma, Y., Liu, D., Mansour, H., Kamilov, U., Taguchi, Y., Boufounos, P.T., Vetro, A., "Fusion of multi-angular aerial Images based on epipolar geometry and matrix completion", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/​ICIP.2017.8296471, September 2017.
    BibTeX TR2017-114 PDF
    • @inproceedings{Ma2017sep,
    • author = {Ma, Yanting and Liu, Dehong and Mansour, Hassan and Kamilov, Ulugbek and Taguchi, Yuichi and Boufounos, Petros T. and Vetro, Anthony},
    • title = {Fusion of multi-angular aerial Images based on epipolar geometry and matrix completion},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2017,
    • month = sep,
    • doi = {10.1109/ICIP.2017.8296471},
    • url = {https://www.merl.com/publications/TR2017-114}
    • }
  •  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}
    • }
  •  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}
    • }
  •  Liu, D., Kamilov, U., Boufounos, P.T., "Coherent Distributed Array Imaging under Unknown Position Perturbations", International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar, and Remote Sensing (CoSeRa), DOI: 10.1109/​CoSeRa.2016.7745709, September 2016, pp. 105-109.
    BibTeX TR2016-092 PDF
    • @inproceedings{Liu2016sep2,
    • author = {Liu, Dehong and Kamilov, Ulugbek and Boufounos, Petros T.},
    • title = {Coherent Distributed Array Imaging under Unknown Position Perturbations},
    • booktitle = {International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar, and Remote Sensing (CoSeRa)},
    • year = 2016,
    • pages = {105--109},
    • month = sep,
    • doi = {10.1109/CoSeRa.2016.7745709},
    • url = {https://www.merl.com/publications/TR2016-092}
    • }
  •  Liu, D., Kamilov, U., Boufounos, P.T., "Compressive Tomographic Radar Imaging with Total Variation Regularization", International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar, and Remote Sensing (CoSeRa), DOI: 10.1109/​CoSeRa.2016.7745712, pp. 120-123, September 2016.
    BibTeX TR2016-091 PDF
    • @article{Liu2016sep,
    • author = {Liu, Dehong and Kamilov, Ulugbek and Boufounos, Petros T.},
    • title = {Compressive Tomographic Radar Imaging with Total Variation Regularization},
    • journal = {International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar, and Remote Sensing (CoSeRa)},
    • year = 2016,
    • pages = {120--123},
    • month = sep,
    • doi = {10.1109/CoSeRa.2016.7745712},
    • url = {https://www.merl.com/publications/TR2016-091}
    • }
  •  Mansour, H., Kamilov, U., Liu, D., Orlik, P.V., Boufounos, P.T., Parsons, K., Vetro, A., "Online Blind Deconvolution for Sequential Through-the-Wall-Radar-Imaging", International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar, and Remote Sensing (CoSeRa), DOI: 10.1109/​CoSeRa.2016.7745700, September 2016, pp. 61-65.
    BibTeX TR2016-093 PDF
    • @inproceedings{Mansour2016sep,
    • author = {Mansour, Hassan and Kamilov, Ulugbek and Liu, Dehong and Orlik, Philip V. and Boufounos, Petros T. and Parsons, Kieran and Vetro, Anthony},
    • title = {Online Blind Deconvolution for Sequential Through-the-Wall-Radar-Imaging},
    • booktitle = {International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar, and Remote Sensing (CoSeRa)},
    • year = 2016,
    • pages = {61--65},
    • month = sep,
    • doi = {10.1109/CoSeRa.2016.7745700},
    • url = {https://www.merl.com/publications/TR2016-093}
    • }
  •  Liu, D., "Sparsity-Driven Radar Auto-Focus Imaging Under Over-Wavelength Position Perturbations", Sensor Array and Multichannel Signal Processing Workshop (SAM), DOI: 10.1109/​SAM.2016.7569657, July 2016.
    BibTeX TR2016-083 PDF
    • @inproceedings{Liu2016jul,
    • author = {Liu, Dehong},
    • title = {Sparsity-Driven Radar Auto-Focus Imaging Under Over-Wavelength Position Perturbations},
    • booktitle = {Sensor Array and Multichannel Signal Processing Workshop (SAM)},
    • year = 2016,
    • month = jul,
    • doi = {10.1109/SAM.2016.7569657},
    • url = {https://www.merl.com/publications/TR2016-083}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  Mansour, H., Liu, D., "Blind Multi-path Elimination by Sparse Inversion in Through-the-Wall-Imaging", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), DOI: 10.1109/​CAMSAP.2013.6714056, December 2013, pp. 256-259.
    BibTeX TR2013-120 PDF
    • @inproceedings{Mansour2013dec,
    • author = {Mansour, H. and Liu, D.},
    • title = {Blind Multi-path Elimination by Sparse Inversion in Through-the-Wall-Imaging},
    • booktitle = {IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)},
    • year = 2013,
    • pages = {256--259},
    • month = dec,
    • doi = {10.1109/CAMSAP.2013.6714056},
    • isbn = {978-1-4673-3144-9},
    • url = {https://www.merl.com/publications/TR2013-120}
    • }
  •  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}
    • }
  •  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}
    • }