Publications

162 / 3,599 publications found.


  •  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}
    • }
  •  Matsumoto, W., Hagiwara, M., Boufounos, P.T., Fukushima, K., Mariyama, T., Xiongxin, Z., "A Deep Neural Network Architecture Using Dimensionality Reduction with Sparse Matrices", International Conference on Neural Information Processing (ICONIP), DOI: 10.1007/​978-3-319-46681-1_48, October 2016, vol. 9950, pp. 397-404.
    BibTeX TR2016-134 PDF
    • @inproceedings{Matsumoto2016oct,
    • author = {Matsumoto, Wataru and Hagiwara, Manabu and Boufounos, Petros T. and Fukushima, Kunihiko and Mariyama, Toshisada and Xiongxin, Zhao},
    • title = {A Deep Neural Network Architecture Using Dimensionality Reduction with Sparse Matrices},
    • booktitle = {International Conference on Neural Information Processing (ICONIP)},
    • year = 2016,
    • volume = 9950,
    • pages = {397--404},
    • month = oct,
    • doi = {10.1007/978-3-319-46681-1_48},
    • issn = {0302-9743},
    • isbn = {978-3-319-46681-1},
    • url = {https://www.merl.com/publications/TR2016-134}
    • }
  •  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}
    • }
  •  Valsesia, D., Boufounos, P.T., "Multispectral Image Compression Using Universal Vector Quantization", IEEE Information Theory Workshop (ITW), DOI: 10.1109/​ITW.2016.7606814, September 2016, pp. 151-155.
    BibTeX TR2016-119 PDF
    • @inproceedings{Valsesia2016sep,
    • author = {Valsesia, Diego and Boufounos, Petros T.},
    • title = {Multispectral Image Compression Using Universal Vector Quantization},
    • booktitle = {IEEE Information Theory Workshop (ITW)},
    • year = 2016,
    • pages = {151--155},
    • month = sep,
    • doi = {10.1109/ITW.2016.7606814},
    • url = {https://www.merl.com/publications/TR2016-119}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }