- 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}
- }
- 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}
- }
- 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}
- }
- 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}
- }
- Kojima, K., Wang, B., Kamilov, U., Koike-Akino, T., Parsons, K., "Acceleration of FDTD-based Inverse Design Using a Neural Network Approach", Integrated Photonics Research, Silicon and Nano Photonics (IPR), July 2017.
BibTeX TR2017-097 PDF- @inproceedings{Kojima2017jul,
- author = {Kojima, Keisuke and Wang, Bingnan and Kamilov, Ulugbek and Koike-Akino, Toshiaki and Parsons, Kieran},
- title = {Acceleration of FDTD-based Inverse Design Using a Neural Network Approach},
- booktitle = {Integrated Photonics Research, Silicon and Nano Photonics (IPR)},
- year = 2017,
- month = jul,
- url = {https://www.merl.com/publications/TR2017-097}
- }
- 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}
- }
- 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}
- }
- 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}
- }
- Kamilov, U., "Minimizing Isotropic Total Variation without Subiterations", International Traveling Workshop on Interactions Between Sparse Models and Technology (iTWIST), August 2016.
BibTeX TR2016-109 PDF- @inproceedings{Kamilov2016aug2,
- author = {Kamilov, Ulugbek},
- title = {Minimizing Isotropic Total Variation without Subiterations},
- booktitle = {International Traveling Workshop on Interactions Between Sparse Models and Technology (iTWIST)},
- year = 2016,
- month = aug,
- url = {https://www.merl.com/publications/TR2016-109}
- }
- Kamilov, U., Mansour, H., "Learning MMSE Optimal Thresholds for FISTA", International Traveling Workshop on Interactions Between Sparse Models and Technology (iTWIST), August 2016.
BibTeX TR2016-111 PDF- @inproceedings{Kamilov2016aug,
- author = {Kamilov, Ulugbek and Mansour, Hassan},
- title = {Learning MMSE Optimal Thresholds for FISTA},
- booktitle = {International Traveling Workshop on Interactions Between Sparse Models and Technology (iTWIST)},
- year = 2016,
- month = aug,
- url = {https://www.merl.com/publications/TR2016-111}
- }
- Kamilov, U., Boufounos, P.T., "Depth Superresolution Using Motion Adaptive Regularization", IEEE International Conference on Multimedia & Expo Workshops (ICMEW), DOI: 10.1109/ICMEW.2016.7574677, July 2016.
BibTeX TR2016-090 PDF- @inproceedings{Kamilov2016jul,
- author = {Kamilov, Ulugbek and Boufounos, Petros T.},
- title = {Depth Superresolution Using Motion Adaptive Regularization},
- booktitle = {IEEE International Conference on Multimedia \& Expo Workshops (ICMEW)},
- year = 2016,
- month = jul,
- doi = {10.1109/ICMEW.2016.7574677},
- url = {https://www.merl.com/publications/TR2016-090}
- }
- 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}
- }
- 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}
- }