Publications

114 / 2,975 publications found.


  •  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}
    • }
  •  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}
    • }