- 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}
- }
- 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}
- }
- Kumar, R., Da Silva, C., Akalin, O., Aravkin, A., Mansour, H., Recht, B., Herrmann, F., "Efficient Matrix Completion for Seismic Data Reconstruction", Geophysics, DOI: 10.1190/geo2014-0369.1, Vol. 20, No. 5, pp. 97-114, August 2015.
BibTeX TR2015-053 PDF- @article{Kumar2015jul,
- author = {Kumar, R. and {Da Silva}, C. and Akalin, O. and Aravkin, A. and Mansour, H. and Recht, B. and Herrmann, F.},
- title = {Efficient Matrix Completion for Seismic Data Reconstruction},
- journal = {Geophysics},
- year = 2015,
- volume = 20,
- number = 5,
- pages = {97--114},
- month = aug,
- publisher = {Society of Exploration Geophysicists},
- doi = {10.1190/geo2014-0369.1},
- url = {https://www.merl.com/publications/TR2015-053}
- }
- 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}
- }
- Vaccaro, R., Boufounos, P.T., Benosman, M., "Resolution-Directed Optimization-Based Distributed Sensing", SIAM Conference on Control and its Applications, DOI: 10.1137/1.9781611974072.24, July 2015, pp. 167-174.
BibTeX TR2015-050 PDF- @inproceedings{Vaccaro2015jul,
- author = {Vaccaro, R. and Boufounos, P.T. and Benosman, M.},
- title = {Resolution-Directed Optimization-Based Distributed Sensing},
- booktitle = {SIAM Conference on Control and its Applications},
- year = 2015,
- pages = {167--174},
- month = jul,
- doi = {10.1137/1.9781611974072.24},
- isbn = {978-1-61197-407-2},
- url = {https://www.merl.com/publications/TR2015-050}
- }
- Boufounos, P.T., Mansour, H., "Universal Embeddings for Kernel Machine Classification", International Conference on Sampling Theory and Applications (SampTA), DOI: 10.1109/SAMPTA.2015.7148902, May 2015, pp. 307-311.
BibTeX TR2015-070 PDF- @inproceedings{Boufounos2015may,
- author = {Boufounos, P.T. and Mansour, H.},
- title = {Universal Embeddings for Kernel Machine Classification},
- booktitle = {International Conference on Sampling Theory and Applications (SampTA)},
- year = 2015,
- pages = {307--311},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/SAMPTA.2015.7148902},
- url = {https://www.merl.com/publications/TR2015-070}
- }
- Kadambi, A., Boufounos, P.T., "Coded Aperture Compressive 3-D LIDAR", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2015.7178153, April 2015, pp. 1166-1170.
BibTeX TR2015-028 PDF- @inproceedings{Kadambi2015apr,
- author = {Kadambi, A. and Boufounos, P.T.},
- title = {Coded Aperture Compressive 3-D LIDAR},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2015,
- pages = {1166--1170},
- month = apr,
- publisher = {IEEE},
- doi = {10.1109/ICASSP.2015.7178153},
- url = {https://www.merl.com/publications/TR2015-028}
- }
- Mansour, H., Saab, R., "Weighted One-Norm Minimization with Inaccurate Support Estimates: Sharp Analysis via the Null-Space Property", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2015.7178585, April 2015, pp. 3317-3321.
BibTeX TR2015-026 PDF- @inproceedings{Mansour2015apr2,
- author = {Mansour, H. and Saab, R.},
- title = {Weighted One-Norm Minimization with Inaccurate Support Estimates: Sharp Analysis via the Null-Space Property},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2015,
- pages = {3317--3321},
- month = apr,
- publisher = {IEEE},
- doi = {10.1109/ICASSP.2015.7178585},
- url = {https://www.merl.com/publications/TR2015-026}
- }
- Boufounos, P.T., Mansour, H., "Kernel Machine Classification Using Universal Embeddings", Data Compression Conference (DCC), DOI: 10.1109/DCC.2015.61, April 2015, pp. 440.
BibTeX TR2015-044 PDF- @inproceedings{Boufounos2015apr,
- author = {Boufounos, P.T. and Mansour, H.},
- title = {Kernel Machine Classification Using Universal Embeddings},
- booktitle = {Data Compression Conference (DCC)},
- year = 2015,
- pages = 440,
- month = apr,
- publisher = {IEEE},
- doi = {10.1109/DCC.2015.61},
- issn = {1068-0314},
- url = {https://www.merl.com/publications/TR2015-044}
- }
- Boufounos, P.T., Jacques, L., Krahmer, F., Saab, R., Quantization and Compressive Sensing, Compressed Sensing and Its Applications edition, March 2015.
BibTeX TR2015-008 PDF- @book{Boufounos2015mar,
- author = {Boufounos, P.T. and Jacques, L. and Krahmer, F. and Saab, R.},
- title = {Quantization and Compressive Sensing},
- year = 2015,
- edition = {Compressed Sensing and Its Applications},
- month = mar,
- url = {https://www.merl.com/publications/TR2015-008}
- }