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Fast Image Recovery Using Variable Splitting and Constrained Optimization

IEEE transactions on image processing, 2010-09, Vol.19 (9), p.2345-2356

2010

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An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems

IEEE transactions on image processing, 2011-03, Vol.20 (3), p.681-695

2011

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On the Role of Sparse and Redundant Representations in Image Processing

Proceedings of the IEEE, 2010-06, Vol.98 (6), p.972-982

2010

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Multiplicative Noise Removal Using Variable Splitting and Constrained Optimization

IEEE transactions on image processing, 2010-07, Vol.19 (7), p.1720-1730

2010

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Energy Minimization Methods in Computer Vision and Pattern Recognition: 4th International Workshop, EMMCVPR 2003, Lisbon, Portugal, July 7-9, 2003, Proceedings

1, 2003

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Energy Minimization Methods in Computer Vision and Pattern Recognition: Third International Workshop, EMMCVPR 2001, Sophia Antipolis France, September 3-5, 2001. Proceedings

2001 edition., 2001

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Trajectory Classification Using Switched Dynamical Hidden Markov Models

IEEE transactions on image processing, 2010-05, Vol.19 (5), p.1338-1348

2010

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Parametric Blur Estimation for Blind Restoration of Natural Images: Linear Motion and Out-of-Focus

IEEE transactions on image processing, 2014-01, Vol.23 (1), p.466-477

2014

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Sparse multinomial logistic regression: fast algorithms and generalization bounds

IEEE transactions on pattern analysis and machine intelligence, 2005-06, Vol.27 (6), p.957-968

2005

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An unsupervised approach to feature discretization and selection

Pattern recognition, 2012-09, Vol.45 (9), p.3048-3060

2012

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Parameter Estimation for Blind and Non-Blind Deblurring Using Residual Whiteness Measures

IEEE transactions on image processing, 2013-07, Vol.22 (7), p.2751-2763

2013

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Deconvolving Images With Unknown Boundaries Using the Alternating Direction Method of Multipliers

IEEE transactions on image processing, 2013-08, Vol.22 (8), p.3074-3086

2013

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ATLAS: Latest Advancements and First Observations

Remote sensing (Basel, Switzerland), 2024-02, Vol.16 (4), p.704

2024

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Explainable Machine Learning for Malware Detection on Android Applications

Information (Basel), 2024-01, Vol.15 (1), p.25

2024

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An EM algorithm for wavelet-based image restoration

IEEE transactions on image processing, 2003-08, Vol.12 (8), p.906-916

2003

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Oropouche Virus: Clinical, Epidemiological, and Molecular Aspects of a Neglected Orthobunyavirus

The American journal of tropical medicine and hygiene, 2017-05, Vol.96 (5), p.1019-1030

2017

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A multicenter study on radiomic features from T 2 -weighted images of a customized MR pelvic phantom setting the basis for robust radiomic models in clinics

Magnetic resonance in medicine, 2021-03, Vol.85 (3), p.1713-1726

2021

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Restoration of Poissonian Images Using Alternating Direction Optimization

IEEE transactions on image processing, 2010-12, Vol.19 (12), p.3133-3145

2010

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Simultaneous feature selection and clustering using mixture models

IEEE transactions on pattern analysis and machine intelligence, 2004-09, Vol.26 (9), p.1154-1166

2004

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Incremental filter and wrapper approaches for feature discretization

Neurocomputing (Amsterdam), 2014-01, Vol.123, p.60-74

2014

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A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration

IEEE transactions on image processing, 2007-12, Vol.16 (12), p.2992-3004

2007

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A Machine Learning Pipeline for Cancer Detection on Microarray Data: The Role of Feature Discretization and Feature Selection

BioMedInformatics, 2023-08, Vol.3 (3), p.585-604

2023

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Activity Recognition Using a Mixture of Vector Fields

IEEE transactions on image processing, 2013-05, Vol.22 (5), p.1712-1725

2013

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Majorization-Minimization Algorithms for Wavelet-Based Image Restoration

IEEE transactions on image processing, 2007-12, Vol.16 (12), p.2980-2991

2007

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Sparse Reconstruction by Separable Approximation

IEEE transactions on signal processing, 2009-07, Vol.57 (7), p.2479-2493

2009

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Fast Image Recovery Using Variable Splitting and Constrained Optimization

An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems

On the Role of Sparse and Redundant Representations in Image Processing

Multiplicative Noise Removal Using Variable Splitting and Constrained Optimization

Energy Minimization Methods in Computer Vision and Pattern Recognition: 4th International Workshop, EMMCVPR 2003, Lisbon, Portugal, July 7-9, 2003, Proceedings

Energy Minimization Methods in Computer Vision and Pattern Recognition: Third International Workshop, EMMCVPR 2001, Sophia Antipolis France, September 3-5, 2001. Proceedings

Trajectory Classification Using Switched Dynamical Hidden Markov Models

Parametric Blur Estimation for Blind Restoration of Natural Images: Linear Motion and Out-of-Focus

Sparse multinomial logistic regression: fast algorithms and generalization bounds

An unsupervised approach to feature discretization and selection

Parameter Estimation for Blind and Non-Blind Deblurring Using Residual Whiteness Measures

Deconvolving Images With Unknown Boundaries Using the Alternating Direction Method of Multipliers

ATLAS: Latest Advancements and First Observations

Explainable Machine Learning for Malware Detection on Android Applications

An EM algorithm for wavelet-based image restoration

Oropouche Virus: Clinical, Epidemiological, and Molecular Aspects of a Neglected Orthobunyavirus

A multicenter study on radiomic features from T 2 -weighted images of a customized MR pelvic phantom setting the basis for robust radiomic models in clinics

Restoration of Poissonian Images Using Alternating Direction Optimization

Simultaneous feature selection and clustering using mixture models

Incremental filter and wrapper approaches for feature discretization

A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration

A Machine Learning Pipeline for Cancer Detection on Microarray Data: The Role of Feature Discretization and Feature Selection

Activity Recognition Using a Mixture of Vector Fields

Majorization-Minimization Algorithms for Wavelet-Based Image Restoration

Sparse Reconstruction by Separable Approximation

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