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Fast Image Recovery Using Variable Splitting and Constrained Optimization

JOURNAL ARTICLE published September 2010 in IEEE Transactions on Image Processing

Authors: Manya V Afonso | José M Bioucas-Dias | Mário A T Figueiredo

https://doi.org/10.1109/tip.2010.2047910 Actions

Fast frame-based image deconvolution using variable splitting and constrained optimization

PROCEEDINGS ARTICLE published August 2009 in 2009 IEEE/SP 15th Workshop on Statistical Signal Processing

Authors: Mario A. T. Figueiredo | Jose M. Bioucas-Dias | Manya V. Afonso

https://doi.org/10.1109/ssp.2009.5278628 Actions

Multiplicative Noise Removal Using Variable Splitting and Constrained Optimization

JOURNAL ARTICLE published July 2010 in IEEE Transactions on Image Processing

Authors: José M Bioucas-Dias | Mário A T Figueiredo

https://doi.org/10.1109/tip.2010.2045029 Actions

A fast algorithm for the constrained formulation of compressive image reconstruction and other linear inverse problems

PROCEEDINGS ARTICLE published March 2010 in 2010 IEEE International Conference on Acoustics, Speech and Signal Processing

Authors: Manya V. Afonso | Jose M. Bioucas-Dias | Mario A. T. Figueiredo

https://doi.org/10.1109/icassp.2010.5495758 Actions

Restoration of Poissonian Images Using Alternating Direction Optimization

JOURNAL ARTICLE published December 2010 in IEEE Transactions on Image Processing

Authors: M A T Figueiredo | J M Bioucas-Dias

https://doi.org/10.1109/tip.2010.2053941 Actions

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

JOURNAL ARTICLE published March 2011 in IEEE Transactions on Image Processing

Authors: M V Afonso | José M Bioucas-Dias | Mário A T Figueiredo

https://doi.org/10.1109/tip.2010.2076294 Actions

Deconvolution of Poissonian images using variable splitting and augmented Lagrangian optimization

PROCEEDINGS ARTICLE published August 2009 in 2009 IEEE/SP 15th Workshop on Statistical Signal Processing

Authors: Mario A. T. Figueiredo | Jose M. Bioucas-Dias

https://doi.org/10.1109/ssp.2009.5278459 Actions

Image restoration and reconstruction using variable splitting and class-adapted image priors

PROCEEDINGS ARTICLE published September 2016 in 2016 IEEE International Conference on Image Processing (ICIP)

Authors: Afonso M. Teodoro | Jose M. Bioucas-Dias | Mario A. T. Figueiredo

https://doi.org/10.1109/icip.2016.7533014 Actions

Frame-based deconvolution of Poissonian images using alternating direction optimization

PROCEEDINGS ARTICLE published September 2010 in 2010 IEEE International Conference on Image Processing

Authors: Mario A. T. Figueiredo | Jose M. Bioucas-Dias

https://doi.org/10.1109/icip.2010.5651155 Actions

External Patch-Based Image Restoration Using Importance Sampling

JOURNAL ARTICLE published September 2019 in IEEE Transactions on Image Processing

Research funded by Seventh Framework Programme (FP7-PEOPLE-2013-ITN,607290)

Authors: Milad Niknejad | Jose Bioucas-Dias | Mario A. T. Figueiredo

https://doi.org/10.1109/tip.2019.2912122 Actions

An augmented Lagrangian approach to linear inverse problems with compound regularization

PROCEEDINGS ARTICLE published September 2010 in 2010 IEEE International Conference on Image Processing

Authors: Manya V. Afonso | Jose M. Bioucas-Dias | Mario A. T. Figueiredo

https://doi.org/10.1109/icip.2010.5650379 Actions

Alternating direction algorithms for constrained sparse regression: Application to hyperspectral unmixing

PROCEEDINGS ARTICLE published June 2010 in 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing

Authors: Jose M. Bioucas-Dias | Mario A. T. Figueiredo

https://doi.org/10.1109/whispers.2010.5594963 Actions

Majorization–Minimization Algorithms for Wavelet-Based Image Restoration

JOURNAL ARTICLE published December 2007 in IEEE Transactions on Image Processing

Authors: M.A.T. Figueiredo | J.M. Bioucas-Dias | R.D. Nowak

https://doi.org/10.1109/tip.2007.909318 Actions

A Convergent Image Fusion Algorithm Using Scene-Adapted Gaussian-Mixture-Based Denoising

JOURNAL ARTICLE published January 2019 in IEEE Transactions on Image Processing

Research funded by Fundação para a Ciência e a Tecnologia (UID/EEA/50008/2013,ERANETMED/0001/2014,BD/102715/2014)

Authors: Afonso M. Teodoro | Jose M. Bioucas-Dias | Mario A. T. Figueiredo

https://doi.org/10.1109/tip.2018.2869727 Actions

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

JOURNAL ARTICLE published December 2007 in IEEE Transactions on Image Processing

Authors: J.M. Bioucas-Dias | M.A.T. Figueiredo

https://doi.org/10.1109/tip.2007.909319 Actions

A variable splitting augmented Lagrangian approach to linear spectral unmixing

PROCEEDINGS ARTICLE published August 2009 in 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing

Authors: J.M. Bioucas-Dias

https://doi.org/10.1109/whispers.2009.5289072 Actions

A Framework for Fast Image Deconvolution With Incomplete Observations

JOURNAL ARTICLE published November 2016 in IEEE Transactions on Image Processing

Research funded by Fundação para a Ciência e a Tecnologia within the Portuguese Ministry of Science and Higher Education (UID/EEA/5008/2013,SFRH/BD/87693/2012)

Authors: Miguel Simoes | Luis B. Almeida | Jose Bioucas-Dias | Jocelyn Chanussot

https://doi.org/10.1109/tip.2016.2603920 Actions

Total Variation-Based Image Deconvolution: a Majorization-Minimization Approach

PROCEEDINGS ARTICLE published in 2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings

Authors: J.M. Bioucas-Dias | M.A.T. Figueiredo | J.P. Oliveira

https://doi.org/10.1109/icassp.2006.1660479 Actions

Class-specific image denoising using importance sampling

PROCEEDINGS ARTICLE published September 2017 in 2017 IEEE International Conference on Image Processing (ICIP)

Authors: Milad Niknejad | Jose M. Bioucas-Dias | Mario A. T. Figueiredo

https://doi.org/10.1109/icip.2017.8296480 Actions

Non-cyclic deconvolution using an augmented lagrangian method

PROCEEDINGS ARTICLE published April 2011 in 2011 IEEE EUROCON - International Conference on Computer as a Tool

Authors: M. V. Afonso | J. M. Bioucas-Dias | M. A. T. Figueiredo

https://doi.org/10.1109/eurocon.2011.5929360 Actions
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