Publications of
Cécile Bazot, Nicolas Dobigeon, Jean-Yves Tourneret, Aimee K. Zaas, Geoffrey S. Ginsburg, Alfred O. Hero
Unsupervised Bayesian linear unmixing of gene expression microarrays
In : BMC Bioinformatics, BioMed Central, London – UK, Vol. 14 N. 99, (on line), March 2013.
URL : http://www.biomedcentral.com/1471-2105/14/99 – https://oatao.univ-toulouse.fr/9298/
BibTeXSe Un Park, Nicolas Dobigeon, Alfred O. Hero
Semi-blind sparse image reconstruction with application to MRFM
In : IEEE Transactions on Image Processing, IEEE : Institute of Electrical and Electronics Engineers, Vol. 21 N. 9, pp. 3838-3849, September 2012.
URL : http://oatao.univ-toulouse.fr/6278/1/Park_6278.pdf
BibTeXRoni Mittelman, Nicolas Dobigeon, Alfred O. Hero
Hyperspectral image unmixing using a multiresolution sticky HDP
In : IEEE Transactions on Signal Processing, IEEE : Institute of Electrical and Electronics Engineers, Vol. 30 N. 4, pp. 1656-1671, April 2012.
URL : http://oatao.univ-toulouse.fr/5345/1/Mittelman_5345.pdf
BibTeXYongsheng Huang, Aimee K. Zaas, Arvind Rao, Nicolas Dobigeon, Peter J. Woolf, Timothy Veldman, N. Christine Oien, Micah T. Mcclain, Jay B. Varkey, Bradley Nicholson, Lawrence Carin, Stephen Kingsmore, Christopher W. Woods, Geoffrey S. Ginsburg, Alfred O. Hero
Temporal Dynamics of Host Molecular Responses Differentiate Symptomatic and Asymptomatic Influenza A Infection
In : PLoS Genetics, Public Library of Science (PLoS), San Francisco – USA, Vol. 7 N. 8, (on line), August 2011.
Abstract URL : http://www.plosgenetics.org/article/info:doi/10.1371/journal.pgen.1002234
BibTeXNicolas Dobigeon, Said Moussaoui, Martial Coulon, Jean-Yves Tourneret, Alfred O. Hero
Algorithmes bayésiens pour le démélange supervisé, semi-supervisé et non-supervisé d’images hyperspectrales
In : Traitement du Signal, GRETSI : Groupement de Recherche en Traitement du Signal et des Images, Vol. 27, N. 1, pp. 79-108, August 2010.
Nicolas Dobigeon, Said Moussaoui, Martial Coulon, Jean-Yves Tourneret, Alfred O. Hero
Joint Bayesian endmember extraction and linear unmixing for hyperspectral imagery
In : IEEE Transactions on Signal Processing, IEEE : Institute of Electrical and Electronics Engineers, Vol. 57 N. 11, pp. 4355-4368, November 2009.
URL : http://oatao.univ-toulouse.fr/3225/1/Dobigeon_3225.pdf
BibTeXNicolas Dobigeon, Alfred O. Hero, Jean-Yves Tourneret
Hierarchical Bayesian sparse image reconstruction with application to MRFM,
In : IEEE Transactions on Image Processing, IEEE : Institute of Electrical and Electronics Engineers, Vol. 18 N. 9, pp. 2059-2070, September 2009.
Abstract URL : http://oatao.univ-toulouse.fr/3103/1/dobigeon_3103.pdf
BibTeX
Cécile Bazot, Nicolas Dobigeon, Jean-Yves Tourneret, Alfred O. Hero
Bayesian analysis of time-evolving gene expression data with hidden Markov model (regular paper)
In : European Signal and Image Processing Conference (EUSIPCO 2012), Bucharest, Romania, 27/08/12-31/08/12, IEEE : Institute of Electrical and Electronics Engineers, pp. 944-948, August 2012.
Se Un Park, Nicolas Dobigeon, Alfred O. Hero
Variational semi-blind sparse image reconstruction with application to MRFM (regular paper)
In : SPIE-IS&T Electronic Imaging, San Francisco, CA, 22/01/12-26/01/12, Vol. 8296, Charles A. Bouman, Ilya Pollak, Patrick J. Wolfe (Eds.), Society of Photo-Optical Instrumentation Engineers (SPIE), (electronic medium), January 2012.
Cécile Bazot, Nicolas Dobigeon, Alfred O. Hero
Modèle Bernoulli-Gaussien pour l’analyse génétique (regular paper)
In : Colloque du Groupe de Recherche et d’Etudes du Traitement du Signal et des Images (GRETSI 2011), Bordeaux, France, 05/09/11-08/09/11, GRETSI : Groupement de Recherche en Traitement du Signal et des Images, (electronic medium), September 2011.
Cécile Bazot, Nicolas Dobigeon, Jean-Yves Tourneret, Alfred O. Hero
Bernoulli-Gaussian model for gene expression analysis (regular paper)
In : IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), Prague, Czech Republic, 22/05/11-27/05/11 (invited speaker), IEEE : Institute of Electrical and Electronics Engineers, pp. 5996-5999, May 2011.
Se Un Park, Nicolas Dobigeon, Alfred O. Hero
Myopic reconstruction and its application to MRFM data (regular paper)
In : SPIE-IS&T Electronic Imaging, San Francisco, CA, USA, 23/01/11-27/01/11, Vol. 7873, Society of Photo-Optical Instrumentation Engineers (SPIE), pp. 1-14, January 2011.
Cécile Bazot, Nicolas Dobigeon, Jean-Yves Tourneret, Alfred O. Hero
Unsupervised Bayesian analysis of gene expression patterns (regular paper)
In : IEEE Annual Asilomar Conference on Signals, Systems, and Computers (ASILOMAR 2010), Pacific Grove, CA, 07/11/10-10/11/10 (invited speaker), IEEE : Institute of Electrical and Electronics Engineers, pp. 364-368, November 2010.
Nicolas Dobigeon, Said Moussaoui, Martial Coulon, Jean-Yves Tourneret, Alfred O. Hero
Subspace-based Bayesian blind source separation for hyperspectral imagery (regular paper)
In : IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2009), Aruba, Dutch Antilles, 13/12/09-16/12/09 (invited speaker), IEEE : Institute of Electrical and Electronics Engineers, pp. 372-375, December 2009.
Nicolas Dobigeon, Alfred O. Hero, Jean-Yves Tourneret
Reconstruction bayésienne images MRFM parcimonieuses (regular paper)
In : Colloque du Groupe de Recherche et d’Etudes du Traitement du Signal et des Images (GRETSI 2009), Dijon, 08/09/09-11/09/09, GRETSI : Groupement de Recherche en Traitement du Signal et des Images, (electronic medium), September 2009.
Nicolas Dobigeon, Said Moussaoui, Martial Coulon, Jean-Yves Tourneret, Alfred O. Hero
Extraction de composants purs et démélange linéaire bayésiens en imagerie hyperspectrale (regular paper)
In : Colloque du Groupe de Recherche et d’Etudes du Traitement du Signal et des Images (GRETSI 2009), Dijon, 08/09/09-11/09/09, GRETSI : Groupement de Recherche en Traitement du Signal et des Images, (electronic medium), September 2009.
Nicolas Dobigeon, Alfred O. Hero, Jean-Yves Tourneret
Bayesian sparse image reconstruction for MRFM
In : IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009), Taipei, ROC, 19/04/09-24/04/09, IEEE : Institute of Electrical and Electronics Engineers, pp. 2933-2936, April 2009.
Alfred O. Hero, Nicolas Dobigeon, Kyle Herrity
Sparsity constrained image reconstruction for MRFM
In : ARO MURI MRFM Program Progress Review, Cornell University, Ithaca, USA, 09/07/08-11/07/08.
Nicolas Dobigeon, Jean-Yves Tourneret, Alfred O. Hero
Bayesian Linear Unmixing of Hyperspectral Images Corrupted by Colored Gaussian Noise with Unknown Covariance Matrix
In : IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2008), Las-Vegas, Nevada, USA, 30/03/08-04/04/08, IEEE : Institute of Electrical and Electronics Engineers, pp. 3433-3436, April 2008.
Nicolas Dobigeon, Said Moussaoui, Martial Coulon, Jean-Yves Tourneret, Alfred O. Hero
MCMC algorithms for supervised and unsupervised linear unmixing of hyperspectral images
In : New Concepts in Imaging: Optical and Statistical Models. David Mary, Céline Theys, Claude Aime (Eds.) , EDP Sciences, pp. 381-401, Vol. 59, EAS Publications Series, 2013.