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TITLE: Robust Sparse Recovery in Impulsive Noise via Continuous Mixed Norm
AUTHORS: Amirhossein Javaheri; Hadi Zayyani; Mario A T Figueiredo ; Farrokh Marvasti;
PUBLISHED: 2018, SOURCE: IEEE SIGNAL PROCESSING LETTERS, VOLUME: 25, ISSUE: 8

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TITLE: Sharpening hyperspectral images using spatial and spectral priors in a plug-and-play algorithm
AUTHORS: Teodoro, AM; Bioucas Dias, JM ; Figueiredo, MAT ;
PUBLISHED: 2018, SOURCE: 11th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMVCPR 2017 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 10746 LNCS

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TITLE: Simultaneous Sparsity and Parameter Tying for Deep Learning Using Ordered Weighted ℓ1 Regularization
AUTHORS: Zhang, D; Katz Samuels, J; Figueiredo, MAT ; Balzano, L;
PUBLISHED: 2018, SOURCE: 20th IEEE Statistical Signal Processing Workshop, SSP 2018 in 2018 IEEE Statistical Signal Processing Workshop, SSP 2018

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TITLE: Sparse-coding denoising applied to reversible conformational switching of a porphyrin self-assembled monolayer induced by scanning tunnelling microscopy. IMAGE DENOISING ALGORITHMS FOR STM IMAGES
AUTHORS: Oliveira, J; Bragança, A; Alcácer, L; Morgado, J ; Figueiredo, M ; Bioucas Dias, J ; Ferreira, Q;
PUBLISHED: 2018, SOURCE: JOURNAL OF MICROSCOPY, VOLUME: 271, ISSUE: 1

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TITLE: A biclustering approach based on factor graphs and the max-sum algorithm Full Text
AUTHORS: Denitto, M; Farinelli, A; Figueiredo, MAT ; Bicego, M;
PUBLISHED: 2017, SOURCE: PATTERN RECOGNITION, VOLUME: 62

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TITLE: Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation
AUTHORS: Zheng Xu; Mario A T Figueiredo ; Xiaoming M Yuan; Christoph Studer; Tom Goldstein;
PUBLISHED: 2017, SOURCE: 30th IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) in 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017), VOLUME: 2017-January

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TITLE: BLIND IMAGE DEBLURRING USING CLASS-ADAPTED IMAGE PRIORS
AUTHORS: Ljubenovic, M; Figueiredo, MAT ;
PUBLISHED: 2017, SOURCE: 24th IEEE International Conference on Image Processing (ICIP) in 2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLUME: 2017-September

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TITLE: CLASS-SPECIFIC IMAGE DENOISING USING IMPORTANCE SAMPLING
AUTHORS: Milad Niknejad; Jose M Bioucas Dias ; Mario A T Figueiredo ;
PUBLISHED: 2017, SOURCE: 24th IEEE International Conference on Image Processing (ICIP) in 2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLUME: 2017-September

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TITLE: CLASS-SPECIFIC POISSON DENOISING BY PATCH-BASED IMPORTANCE SAMPLING
AUTHORS: Milad Niknejad; Jose M Bioucas Dias ; Mario A T Figueiredo ;
PUBLISHED: 2017, SOURCE: 24th IEEE International Conference on Image Processing (ICIP) in 2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLUME: 2017-September

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