biblio.bib

@inproceedings{bioucas-dias-2014-alter-markov,
  author       = {Jos{\'e} Bioucas-Dias and Filipe Condessa and Jelena Kovacevic},
  title	       = {Alternating direction optimization for image segmentation using hidden Markov measure field models},
  booktitle    = {Image Processing: Algorithms and Systems XII},
  year	       = 2014,
  pages	       = {nil},
  doi	       = {10.1117/12.2047707},
  url	       = {https://doi.org/10.1117/12.2047707},
  DATE_ADDED   = {Tue Sep 25 14:22:09 2018},
  month	       = 2,
}

@article{liu-2018-convex-formul,
  author       = {Yi Liu and Filipe Condessa and Jose M. Bioucas-Dias and Jun Li and Peijun Du and Antonio Plaza},
  title	       = {Convex Formulation for Multiband Image Classification With Superpixel-Based Spatial Regularization},
  journal      = {IEEE Transactions on Geoscience and Remote Sensing},
  volume       = 56,
  number       = 5,
  pages	       = {2704-2721},
  year	       = 2018,
  doi	       = {10.1109/tgrs.2017.2782005},
  url	       = {https://doi.org/10.1109/tgrs.2017.2782005},
  DATE_ADDED   = {Tue Sep 25 14:23:51 2018},
}

@article{bouveyron-2009-robus-super,
  author       = {Charles Bouveyron and St{\'e}phane Girard},
  title	       = {Robust Supervised Classification With Mixture Models: Learning From Data With Uncertain Labels},
  journal      = {Pattern Recognition},
  volume       = 42,
  number       = 11,
  pages	       = {2649-2658},
  year	       = 2009,
  doi	       = {10.1016/j.patcog.2009.03.027},
  url	       = {https://doi.org/10.1016/j.patcog.2009.03.027},
  DATE_ADDED   = {Tue Sep 25 14:30:18 2018},
}

@article{bouveyron-2007-high-dimen,
  author       = {C. Bouveyron and S. Girard and C. Schmid},
  title	       = {High-Dimensional Data Clustering},
  journal      = {Computational Statistics \& Data Analysis},
  volume       = 52,
  number       = 1,
  pages	       = {502-519},
  year	       = 2007,
  doi	       = {10.1016/j.csda.2007.02.009},
  url	       = {https://doi.org/10.1016/j.csda.2007.02.009},
  DATE_ADDED   = {Tue Sep 25 22:08:05 2018},
}


@book{boyd-2004-conve-optim,
  author = {Boyd, Stephen and Vandenberghe, Lieven},
  title = {Convex Optimization},
  year = {2004},
  isbn = {0521833787},
  publisher = {Cambridge University Press},
  address = {New York, NY, USA},
  DATE_ADDED = {Thu Oct 04 13:07:00 2018}
} 

@article{boyd-2010-distr-optim,
  author       = {Stephen Boyd},
  title	       = {Distributed Optimization and Statistical Learning Via the Alternating Direction Method of Multipliers},
  journal      = {Foundations and Trends® in Machine Learning},
  volume       = 3,
  number       = 1,
  pages	       = {1-122},
  year	       = 2010,
  doi	       = {10.1561/2200000016},
  url	       = {https://doi.org/10.1561/2200000016},
  DATE_ADDED   = {Thu Oct 4 14:55:37 2018},
}

@article{afonso-2011-augmen-lagran,
  author       = {M V Afonso and Jos{\'e} M Bioucas-Dias and M{\'a}rio A T Figueiredo},
  title	       = {An Augmented Lagrangian Approach To the Constrained Optimization Formulation of Imaging Inverse
                  Problems},
  journal      = {IEEE Transactions on Image Processing},
  volume       = 20,
  number       = 3,
  pages	       = {681-695},
  year	       = 2011,
  doi	       = {10.1109/tip.2010.2076294},
  url	       = {https://doi.org/10.1109/tip.2010.2076294},
  DATE_ADDED   = {Fri Oct 5 17:10:40 2018},
}

@article{parikh-2014-proxim-algor,
  author       = {Neal Parikh},
  title	       = {Proximal Algorithms},
  journal      = {Foundations and Trends® in Optimization},
  volume       = 1,
  number       = 3,
  pages	       = {127-239},
  year	       = 2014,
  doi	       = {10.1561/2400000003},
  url	       = {https://doi.org/10.1561/2400000003},
  DATE_ADDED   = {Mon Oct 8 15:50:51 2018},
}