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Picture for Mario A. T. Figueiredo

Image Restoration Using Conditional Random Fields and Scale Mixtures of Gaussians


Jul 09, 2018
Milad Niknejad, Jose M. Bioucas-Dias, Mario A. T. Figueiredo


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External Patch-Based Image Restoration Using Importance Sampling


Jul 09, 2018
Milad Niknejad, Jose M. Bioucas-Dias, Mario A. T. Figueiredo


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Impulsive Noise Robust Sparse Recovery via Continuous Mixed Norm


Apr 12, 2018
Amirhossein Javaheri, Hadi Zayyani, Mario A. T. Figueiredo, Farrokh Marvasti


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Poisson Image Denoising Using Best Linear Prediction: A Post-processing Framework


Mar 01, 2018
Milad Niknejad, Mario A. T. Figueiredo


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Adaptive ADMM with Spectral Penalty Parameter Selection


Jul 19, 2017
Zheng Xu, Mario A. T. Figueiredo, Tom Goldstein

* AISTATS 2017 

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Class-specific image denoising using importance sampling


Jun 21, 2017
Milad Niknejad, Jose M. Bioucas-Dias, Mario A. T. Figueiredo


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Class-specific Poisson denoising by patch-based importance sampling


Jun 09, 2017
Milad Niknejad, Jose M. Bioucas-Dias, Mario A. T. Figueiredo


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Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation


Apr 10, 2017
Zheng Xu, Mario A. T. Figueiredo, Xiaoming Yuan, Christoph Studer, Tom Goldstein

* CVPR 2017 

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Synthesis versus analysis in patch-based image priors


Feb 20, 2017
Mario A. T. Figueiredo

* To appear in ICASSP 2017 

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Sparse Estimation with Strongly Correlated Variables using Ordered Weighted L1 Regularization


Sep 14, 2014
Mario A. T. Figueiredo, Robert D. Nowak


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Alternating Directions Dual Decomposition


Dec 28, 2012
Andre F. T. Martins, Mario A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing


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Online Multiple Kernel Learning for Structured Prediction


Oct 13, 2010
Andre F. T. Martins, Mario A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing


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