- 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}
- }
- Smaragdis, P., Raj, B., Shashanka, M., "A Probabilistic Latent Variable Model for Acoustic Modeling", Advances in Neural Information Processing Systems (NIPS), December 2006.
BibTeX TR2006-121 PDF- @inproceedings{Smaragdis2006dec,
- author = {Smaragdis, P. and Raj, B. and Shashanka, M.},
- title = {A Probabilistic Latent Variable Model for Acoustic Modeling},
- booktitle = {Advances in Neural Information Processing Systems (NIPS)},
- year = 2006,
- month = dec,
- url = {https://www.merl.com/publications/TR2006-121}
- }