Publications

100 / 3,704 publications found.


  •  Knyazev, A., Gadde, A., Mansour, H., Tian, D., "A Brief Theory of Guided Signal Reconstruction", International Conference on Sampling Theory and Applications (SampTA), July 2017.
    BibTeX TR2017-088 PDF
    • @inproceedings{Knyazev2017jul3,
    • author = {Knyazev, Andrew and Gadde, Akshay and Mansour, Hassan and Tian, Dong},
    • title = {A Brief Theory of Guided Signal Reconstruction},
    • booktitle = {International Conference on Sampling Theory and Applications (SampTA)},
    • year = 2017,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2017-088}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  Kao, J.-Y., Tian, D., Mansour, H., Ortega, A., Vetro, A., "Disc-Glasso: Discriminative Graph Learning with Sparsity Regularization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
    BibTeX TR2017-018 PDF
    • @inproceedings{Kao2017mar,
    • author = {Kao, Jiun-Yu and Tian, Dong and Mansour, Hassan and Ortega, Antonio and Vetro, Anthony},
    • title = {Disc-Glasso: Discriminative Graph Learning with Sparsity Regularization},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-018}
    • }
  •  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}
    • }
  •  Knyazev, A., Gadde, A., Mansour, H., Tian, D., "Guided Signal Reconstruction Theory", arXiv, February 2017.
    BibTeX arXiv
    • @article{Knyazev2017feb,
    • author = {Knyazev, Andrew and Gadde, Akshay and Mansour, Hassan and Tian, Dong},
    • title = {Guided Signal Reconstruction Theory},
    • journal = {arXiv},
    • year = 2017,
    • month = feb,
    • url = {https://arxiv.org/abs/1702.00852}
    • }
  •  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}
    • }
  •  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., 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}
    • }
  •  Kao, J.-Y., Tian, D., Mansour, H., Vetro, A., Ortega, A., "Moving object segmentation using depth and optical flow in car driving sequences", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/​ICIP.2016.7532309, August 2016, pp. 11-15.
    BibTeX TR2016-126 PDF
    • @inproceedings{Kao2016aug,
    • author = {Kao, Jiun-Yu and Tian, Dong and Mansour, Hassan and Vetro, Anthony and Ortega, Antonio},
    • title = {Moving object segmentation using depth and optical flow in car driving sequences},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2016,
    • pages = {11--15},
    • month = aug,
    • doi = {10.1109/ICIP.2016.7532309},
    • issn = {2381-8549},
    • isbn = {978-1-4673-9961-6},
    • url = {https://www.merl.com/publications/TR2016-126}
    • }
  •  Boufounos, P.T., Mansour, H., Rane, S.D., Vetro, A., "Dimensionality Reduction of Visual Features for Efficient Retrieval and Classification", APSIPA Transactions on Signal and Information Processing, DOI: 10.1017/​ATSIP.2016.14, Vol. 5, July 2016.
    BibTeX TR2016-103 PDF
    • @article{Boufounos2016jul,
    • author = {Boufounos, Petros T. and Mansour, Hassan and Rane, Shantanu D. and Vetro, Anthony},
    • title = {Dimensionality Reduction of Visual Features for Efficient Retrieval and Classification},
    • journal = {APSIPA Transactions on Signal and Information Processing},
    • year = 2016,
    • volume = 5,
    • month = jul,
    • doi = {10.1017/ATSIP.2016.14},
    • url = {https://www.merl.com/publications/TR2016-103}
    • }
  •  Dicle, C., Mansour, H., Tian, D., Benosman, M., Vetro, A., "Robust Low Rank Dynamic Mode Decomposition for Compressed Domain Crowd and Traffic Flow Analysis", IEEE International Conference on Multimedia and Expo (ICME), DOI: 10.1109/​ICME.2016.7552877, July 2016.
    BibTeX TR2016-087 PDF
    • @inproceedings{Dicle2016jul,
    • author = {Dicle, Caglayan and Mansour, Hassan and Tian, Dong and Benosman, Mouhacine and Vetro, Anthony},
    • title = {Robust Low Rank Dynamic Mode Decomposition for Compressed Domain Crowd and Traffic Flow Analysis},
    • booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
    • year = 2016,
    • month = jul,
    • doi = {10.1109/ICME.2016.7552877},
    • url = {https://www.merl.com/publications/TR2016-087}
    • }
  •  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}
    • }
  •  Mansour, H., Tian, D., Vetro, A., Factorized Robust Matrix Completion, June 2016.
    BibTeX TR2016-066 PDF
    • @book{Mansour2016jun,
    • author = {Mansour, Hassan and Tian, Dong and Vetro, Anthony},
    • title = {Factorized Robust Matrix Completion},
    • year = 2016,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2016-066}
    • }
  •  Tian, D., Mansour, H., Cohen, R.A., Vetro, A., "Graph Signal Processing for Scene Representation and Analysis", Graph Signal Processing Workshop (GSP), May 2016.
    BibTeX TR2016-064 PDF
    • @inproceedings{Tian2016may,
    • author = {Tian, Dong and Mansour, Hassan and Cohen, Robert A. and Vetro, Anthony},
    • title = {Graph Signal Processing for Scene Representation and Analysis},
    • booktitle = {Graph Signal Processing Workshop (GSP)},
    • year = 2016,
    • month = may,
    • url = {https://www.merl.com/publications/TR2016-064}
    • }
  •  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}
    • }
  •  Kao, J.-Y., Tian, D., Mansour, H., Ortega, A., Vetro, A., "Geometric-Guided Label Propagation for Moving Object Detection", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2016.747933, March 2016, pp. 1531-1535.
    BibTeX TR2016-005 PDF
    • @inproceedings{Kao2016mar,
    • author = {Kao, Jiun-Yu and Tian, Dong and Mansour, Hassan and Ortega, Antonio and Vetro, Anthony},
    • title = {Geometric-Guided Label Propagation for Moving Object Detection},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2016,
    • pages = {1531--1535},
    • month = mar,
    • doi = {10.1109/ICASSP.2016.747933},
    • url = {https://www.merl.com/publications/TR2016-005}
    • }
  •  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}
    • }
  •  Gadde, A., Knyazev, A., Tian, D., Mansour, H., "Guided Signal Reconstruction with Application to Image Magnification", IEEE Global Conference on Signal and Information Processing (GlobalSIP), DOI: 10.1109/​GlobalSIP.2015.7418335, December 2015, pp. 938-942.
    BibTeX TR2015-141 PDF
    • @inproceedings{Gadde2015dec,
    • author = {Gadde, A. and Knyazev, A. and Tian, D. and Mansour, H.},
    • title = {Guided Signal Reconstruction with Application to Image Magnification},
    • booktitle = {IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
    • year = 2015,
    • pages = {938--942},
    • month = dec,
    • doi = {10.1109/GlobalSIP.2015.7418335},
    • url = {https://www.merl.com/publications/TR2015-141}
    • }
  •  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}
    • }