ProfileOfResearchers

TITLE: Regularization Parameter Selection in Minimum Volume Hyperspectral Unmixing Full Text
AUTHORS: Lina N Zhuang; Chia Hsiang Lin; Mario A T Figueiredo ; Jose M Bioucas Dias ;
PUBLISHED: 2019, SOURCE: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, VOLUME: 57, ISSUE: 12

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TITLE: SURE-Fuse WFF: A Multi-Resolution Windowed Fourier Analysis for Interferometric Phase Denoising
AUTHORS: Krishnan, JP; Figueiredo, MAT ; Bioucas Dias, JM ;
PUBLISHED: 2019, SOURCE: IEEE ACCESS, VOLUME: 7

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TITLE: Class-Adapted Blind Deblurring of Document Images
AUTHORS: Ljubenovic, M; Zhuang, L; Figueiredo, MAT ;
PUBLISHED: 2018, SOURCE: 14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017 in Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, VOLUME: 1

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TITLE: Clustering via binary embedding
AUTHORS: Bicego, M; Figueiredo, MAT ;
PUBLISHED: 2018, SOURCE: PATTERN RECOGNITION, VOLUME: 83

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CrossRef: 7

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TITLE: Poisson Image Denoising Using Best Linear Prediction: A Post-processing Framework
AUTHORS: Niknejad, M; Figueiredo, MAT ;
PUBLISHED: 2018, SOURCE: European Signal Processing Conference (EUSIPCO) in 2018 26TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), VOLUME: 2018-September

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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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