Publications

26 / 3,007 publications found.


  •  Liu, D., Chen, S., Boufounos, P.T., "Graph-Based Array Signal Denoising for Perturbed Synthetic Aperture Radar", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 2020.
    BibTeX TR2020-114 PDF Video
    • @inproceedings{Liu2020jul,
    • author = {Liu, Dehong and Chen, Siheng and Boufounos, Petros T.},
    • title = {Graph-Based Array Signal Denoising for Perturbed Synthetic Aperture Radar},
    • booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
    • year = 2020,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2020-114}
    • }
  •  Chen, S., Zhao, L., Eldar, Y., "Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising", arXiv, June 2020.
    BibTeX
    • @article{Chen2020jun,
    • author = {Chen, Siheng and Zhao, Lingxiao and Eldar, Yonina},
    • title = {Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising},
    • journal = {arXiv},
    • year = 2020,
    • month = jun
    • }
  •  Fujihashi, T., Koike-Akino, T., Watanabe, T., Orlik, P.V., "High-Quality Soft Image Delivery with Deep Image Denoising", IEEE International Conference on Communications (ICC), DOI: 10.1109/ICC40277.2020.9148611, May 2020.
    BibTeX TR2020-060 PDF Video
    • @inproceedings{Fujihashi2020may,
    • author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi and Orlik, Philip V.},
    • title = {High-Quality Soft Image Delivery with Deep Image Denoising},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2020,
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ICC40277.2020.9148611},
    • issn = {1938-1883},
    • isbn = {978-1-7281-5089-5},
    • url = {https://www.merl.com/publications/TR2020-060}
    • }
  •  Al-Shabili, A., Mansour, H., Boufounos, P.T., "Learning Plug-and-Play Proximal Quasi-Newton Denoisers", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP40776.2020.9054537, April 2020, pp. 8896-8900.
    BibTeX TR2020-045 PDF Video
    • @inproceedings{Al-Shabili2020apr,
    • author = {Al-Shabili, Abdullah and Mansour, Hassan and Boufounos, Petros T.},
    • title = {Learning Plug-and-Play Proximal Quasi-Newton Denoisers},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2020,
    • pages = {8896--8900},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP40776.2020.9054537},
    • issn = {2379-190X},
    • isbn = {978-1-5090-6631-5},
    • url = {https://www.merl.com/publications/TR2020-045}
    • }
  •  Liu, B., Wei, Z., Yuan, J., Pajovic, M., "Deep Learning Assisted User Identification in Massive Machine-Type Communications", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM38437.2019.9014177, December 2019, pp. 1-6.
    BibTeX TR2019-134 PDF
    • @inproceedings{Liu2019dec,
    • author = {Liu, Bryan and Wei, Zhiqiang and Yuan, Jinhong and Pajovic, Milutin},
    • title = {Deep Learning Assisted User Identification in Massive Machine-Type Communications},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • pages = {1--6},
    • month = dec,
    • doi = {10.1109/GLOBECOM38437.2019.9014177},
    • url = {https://www.merl.com/publications/TR2019-134}
    • }
  •  Le Roux, J., Wisdom, S., Erdogan, H., Hershey, J., "SDR -- Half-Baked or Well Done?", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8683855, May 2019.
    BibTeX TR2019-013 PDF
    • @inproceedings{LeRoux2019may,
    • author = {Le Roux, Jonathan and Wisdom, Scott and Erdogan, Hakan and Hershey, John},
    • title = {SDR -- Half-Baked or Well Done?},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2019,
    • month = may,
    • doi = {10.1109/ICASSP.2019.8683855},
    • url = {https://www.merl.com/publications/TR2019-013}
    • }
  •  Nowara, E., Marks, T.K., Mansour, H., Nakamura, Y., Veeraraghavan, A., "SparsePPG: Towards Driver Monitoring Using Camera-Based Vital Signs Estimation in Near-Infrared", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Computer Vision for Physiological Measurement (CVPM, June 2018, pp. 1272-1281.
    BibTeX TR2018-067 PDF
    • @inproceedings{Nowara2018jun,
    • author = {Nowara, Ewa and Marks, Tim K. and Mansour, Hassan and Nakamura, Yudai and Veeraraghavan, Ashok},
    • title = {SparsePPG: Towards Driver Monitoring Using Camera-Based Vital Signs Estimation in Near-Infrared},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Computer Vision for Physiological Measurement (CVPM},
    • year = 2018,
    • pages = {1272--1281},
    • month = jun,
    • url = {https://www.merl.com/publications/TR2018-067}
    • }
  •  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}
    • }
  •  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}
    • }
  •  Vemulapalli, R., Tuzel, C.O., Liu, M.-Y., "Deep Gaussian Conditional Random Field Network: A Model-based Deep Network for Discriminative Denoising", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2016.351, June 2016, pp. 4801-4809.
    BibTeX TR2016-079 PDF
    • @inproceedings{Vemulapalli2016jun2,
    • author = {Vemulapalli, Raviteja and Tuzel, C. Oncel and Liu, Ming-Yu},
    • title = {Deep Gaussian Conditional Random Field Network: A Model-based Deep Network for Discriminative Denoising},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2016,
    • pages = {4801--4809},
    • month = jun,
    • doi = {10.1109/CVPR.2016.351},
    • url = {https://www.merl.com/publications/TR2016-079}
    • }
  •  Knyazev, A., Malyshev, A., "Accelerated Graph-based Nonlinear Denoising Filters", International Conference on Computational Science (ICCS), DOI: 10.1016/j.procs.2016.05.348, June 2016, vol. 80, pp. 607-616.
    BibTeX TR2016-068 PDF
    • @inproceedings{Knyazev2016jun,
    • author = {Knyazev, Andrew and Malyshev, Alexander},
    • title = {Accelerated Graph-based Nonlinear Denoising Filters},
    • booktitle = {International Conference on Computational Science (ICCS)},
    • year = 2016,
    • volume = 80,
    • pages = {607--616},
    • month = jun,
    • doi = {10.1016/j.procs.2016.05.348},
    • url = {https://www.merl.com/publications/TR2016-068}
    • }
  •  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}
    • }
  •  Knyazev, A., "Edge-Enhancing Filters with Negative Weights", IEEE Global Conference on Signal and Information Processing (GlobalSIP), DOI: 10.1109/GlobalSIP.2015.7418197, December 2015, pp. 260-264.
    BibTeX TR2015-142 PDF
    • @inproceedings{Knyazev2015dec1,
    • author = {Knyazev, A.},
    • title = {Edge-Enhancing Filters with Negative Weights},
    • booktitle = {IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
    • year = 2015,
    • pages = {260--264},
    • month = dec,
    • doi = {10.1109/GlobalSIP.2015.7418197},
    • url = {https://www.merl.com/publications/TR2015-142}
    • }
  •  Knyazev, A., Malyshev, A., "Conjugate Gradient Acceleration of Non-Linear Smoothing Filters", IEEE Global Conference on Signal and Information Processing (GlobalSIP), DOI: 10.1109/GlobalSIP.2015.7418194, December 2015, pp. 245-249.
    BibTeX TR2015-143 PDF
    • @inproceedings{Knyazev2015dec2,
    • author = {Knyazev, A. and Malyshev, A.},
    • title = {Conjugate Gradient Acceleration of Non-Linear Smoothing Filters},
    • booktitle = {IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
    • year = 2015,
    • pages = {245--249},
    • month = dec,
    • doi = {10.1109/GlobalSIP.2015.7418194},
    • url = {https://www.merl.com/publications/TR2015-143}
    • }
  •  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}
    • }
  •  Knyazev, A., Malyshev, A., "Accelerated Graph-Based Spectral Polynomial Filters", IEEE International Workshop on Machine Learning for Signal Processing (MLSP), DOI: 10.1109/MLSP.2015.7324315, September 2015, pp. 1-6.
    BibTeX TR2015-106 PDF
    • @inproceedings{Knyazev2015sep1,
    • author = {Knyazev, A. and Malyshev, A.},
    • title = {Accelerated Graph-Based Spectral Polynomial Filters},
    • booktitle = {IEEE International Workshop on Machine Learning for Signal Processing (MLSP)},
    • year = 2015,
    • pages = {1--6},
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/MLSP.2015.7324315},
    • issn = {1551-2541},
    • url = {https://www.merl.com/publications/TR2015-106}
    • }
  •  Tian, D., Knyazev, A., Mansour, H., Vetro, A., "Chebyshev and Conjugate Gradient Filters for Graph Image Denoising", IEEE International Conference on Multimedia and Expo Workshops (ICMEW), DOI: 10.1109/ICMEW.2014.6890711, July 2014, pp. 1-6.
    BibTeX TR2014-062 PDF
    • @inproceedings{Tian2014jul,
    • author = {Tian, D. and Knyazev, A. and Mansour, H. and Vetro, A.},
    • title = {Chebyshev and Conjugate Gradient Filters for Graph Image Denoising},
    • booktitle = {IEEE International Conference on Multimedia and Expo Workshops (ICMEW)},
    • year = 2014,
    • pages = {1--6},
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.1109/ICMEW.2014.6890711},
    • issn = {1945-7871},
    • url = {https://www.merl.com/publications/TR2014-062}
    • }
  •  Le Roux, J., Vincent, E., "Consistent Wiener Filtering for Audio Source Separation", IEEE Signal Processing Letters, DOI: 10.1109/LSP.2012.2225617, Vol. 20, No. 3, pp. 217-220, March 2013.
    BibTeX TR2012-090 PDF
    • @article{LeRoux2013mar,
    • author = {{Le Roux}, J. and Vincent, E.},
    • title = {Consistent Wiener Filtering for Audio Source Separation},
    • journal = {IEEE Signal Processing Letters},
    • year = 2013,
    • volume = 20,
    • number = 3,
    • pages = {217--220},
    • month = mar,
    • doi = {10.1109/LSP.2012.2225617},
    • url = {https://www.merl.com/publications/TR2012-090}
    • }
  •  Porikli, F., Sundaresan, R., Suwa, K., "SAR Despeckle Filtering by Sparse Coding on Affinity Nets (SCAN)", European Conference on Synthetic Aperture Radar (EUSAR), April 2012, pp. 796-799.
    BibTeX TR2012-029 PDF
    • @inproceedings{Porikli2012apr,
    • author = {Porikli, F. and Sundaresan, R. and Suwa, K.},
    • title = {SAR Despeckle Filtering by Sparse Coding on Affinity Nets (SCAN)},
    • booktitle = {European Conference on Synthetic Aperture Radar (EUSAR)},
    • year = 2012,
    • pages = {796--799},
    • month = apr,
    • isbn = {978-3-8007=3404-7},
    • url = {https://www.merl.com/publications/TR2012-029}
    • }
  •  Rao, N., Porikli, F., "A Clustering Approach to Optimize Online Dictionary Learning", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2012.
    BibTeX TR2012-017 PDF
    • @inproceedings{Rao2012mar,
    • author = {Rao, N. and Porikli, F.},
    • title = {A Clustering Approach to Optimize Online Dictionary Learning},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2012,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2012-017}
    • }
  •  Sundaresan, R., Porikli, F., "Additive Noise Removal by Sparse Reconstruction on Image Affinity Nets", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2012.
    BibTeX TR2012-019 PDF
    • @inproceedings{Sundaresan2012mar,
    • author = {Sundaresan, R. and Porikli, F.},
    • title = {Additive Noise Removal by Sparse Reconstruction on Image Affinity Nets},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2012,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2012-019}
    • }
  •  Mitra, K., Veeraraghavan, A., Chellappa, R., "Robust RVM Regression Using Sparse Outliers Model", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2010, pp. :1887-1894.
    BibTeX TR2010-080 PDF
    • @inproceedings{Mitra2010jun,
    • author = {Mitra, K. and Veeraraghavan, A. and Chellappa, R.},
    • title = {Robust RVM Regression Using Sparse Outliers Model},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2010,
    • pages = {:1887--1894},
    • month = jun,
    • issn = {1063-6919},
    • url = {https://www.merl.com/publications/TR2010-080}
    • }
  •  Zhong, J., Sun, H., "Wavelet-Based Multiscale Anisotropic Diffusion with Adaptive Statistical Analysis for Image Restoration", IEEE Transactions on Circuits and Systems I: Regular Papers, Vol. 55, No. 9, pp. 2716-2725, October 2008.
    BibTeX TR2008-067 PDF
    • @article{Zhong2008oct,
    • author = {Zhong, J. and Sun, H.},
    • title = {Wavelet-Based Multiscale Anisotropic Diffusion with Adaptive Statistical Analysis for Image Restoration},
    • journal = {IEEE Transactions on Circuits and Systems I: Regular Papers},
    • year = 2008,
    • volume = 55,
    • number = 9,
    • pages = {2716--2725},
    • month = oct,
    • issn = {1549-8328},
    • url = {https://www.merl.com/publications/TR2008-067}
    • }
  •  Wilson, K.W., Raj, B., Smaragdis, P., "Regularized Non-negative Matrix Factorization with Temporal Dependencies for Speech Denoising", Interspeech, September 2008.
    BibTeX TR2008-075 PDF
    • @inproceedings{Wilson2008sep,
    • author = {Wilson, K.W. and Raj, B. and Smaragdis, P.},
    • title = {Regularized Non-negative Matrix Factorization with Temporal Dependencies for Speech Denoising},
    • booktitle = {Interspeech},
    • year = 2008,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2008-075}
    • }
  •  Wilson, K.W., Raj, B., Smaragdis, P., Divakaran, A., "Speech Denoising Using Nonnegative Matrix Factorization with Priors", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2008, pp. 4029-4032.
    BibTeX TR2008-012 PDF
    • @inproceedings{Wilson2008mar,
    • author = {Wilson, K.W. and Raj, B. and Smaragdis, P. and Divakaran, A.},
    • title = {Speech Denoising Using Nonnegative Matrix Factorization with Priors},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2008,
    • pages = {4029--4032},
    • month = mar,
    • issn = {1520-6149},
    • url = {https://www.merl.com/publications/TR2008-012}
    • }