Publications of
Nicolas 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.
Frédéric Schmidt, Maël Guiheneuf, Said Moussaoui, Erwan Tréguier, Albrecht Schmidt, Nicolas Dobigeon
Implementation strategies for hyperspectral unmixing using Bayesian source separation
In : IEEE Transactions on Geoscience and Remote Sensing (TGRS), IEEE : Institute of Electrical and Electronics Engineers, Special issue Spectral Unmixing of Remotely Sensed Data, Vol. 48 N. 11, pp. 4003-4013, November 2010.
URL : http://oatao.univ-toulouse.fr/4287/1/Schmidt_4287.pdf
BibTeXNicolas 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, Said Moussaoui, Jean-Yves Tourneret, Cédric Carteret
Bayesian separation of spectral sources under non-negativity and full additivity constraints
In : Signal Processing, EURASIP, Vol. 89 N. 12, pp. 2657-2669, December 2009.
URL : http://oatao.univ-toulouse.fr/3104/1/Dobigeon_3104.pdf
BibTeX
Erwan Tréguier, Frédéric Schmidt, Stéphane Erard, Alejandro Cardesin, Patrick Martin, Patrick Pinet, Said Moussaoui, Nicolas Dobigeon
Investigation of a small set of hyperspectral images through non-negative source separation (regular paper)
In : European Planetary Science Congress (EuroPlanet 2011), Nantes, France, 02/10/11-07/10/11, EuroPlanet, (electronic medium), October 2011.
Albrecht Schmidt, Erwan Tréguier, Frédéric Schmidt, Said Moussaoui, Nicolas Dobigeon
Non-negative matrix factorisation in context (regular paper)
In : European Geosciences Union General Assembly, Vienna, Austria, 03/04/11-08/04/11, Vol. 13, European Geosciences Union (EGU), (electronic medium), April 2011.
Erwan Tréguier, Albrecht Schmidt, Frédéric Schmidt, Alejandro Cardesin, Stéphane Erard, Patrick Martin, Patrick Pinet, Said Moussaoui, Nicolas Dobigeon
Analysis of a collection of planetary hyperspectral images through non-negative source separation (regular paper)
In : European Geosciences Union General Assembly, Vienna, Austria, 03/04/11-08/04/11, Vol. 13, European Geosciences Union (EGU), (electronic medium), April 2011.
Albrecht Schmidt, Erwan Tréguier, Frédéric Schmidt, Maël Guiheneuf, Said Moussaoui, Nicolas Dobigeon, Camille Pelloquin
Multi-image unsupervised spectral analysis (regular paper)
In : European Planetary Science Congress (EuroPlanet 2010), Rome, Italy, 19/09/10-25/09/10, EuroPlanet, (electronic medium), September 2010.
Erwan Tréguier, Frédéric Schmidt, Albrecht Schmidt, Said Moussaoui, Nicolas Dobigeon, Stéphane Erard, Alejandro Cardesin, Patrick Pinet, Patrick Martin
Investigating Martian and Venusian hyperspectral datasets through Positive Source Separation (poster)
In : American Geophysical Union Fall Meeting, San Francisco, CA, 13/12/10-17/12/10, American Geophysical Union (AGU), (electronic medium), December 2010.
Frédéric Schmidt, Albrecht Schmidt, Erwan Tréguier, Said Moussaoui, Nicolas Dobigeon
Accuracy and performance of optimized Bayesian source separation for hyperspectral unmixing (regular paper)
In : IEEE Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS 2010), Reykjavík, Iceland, 14/06/10-16/06/10, IEEE : Institute of Electrical and Electronics Engineers, pp. 1-4, June 2010.
Albrecht Schmidt, Frédéric Schmidt, Erwan Tréguier, Said Moussaoui, Nicolas Dobigeon
Matrix Approximation Techniques for Unsupervised Hyperspectral Data Analysis (regular paper)
In : European Geosciences Union General Assembly, Vienna, Austria, 02/05/10-07/05/10, Vol. 12, European Geosciences Union (EGU), (electronic medium), May 2010.
Erwan Tréguier, Frédéric Schmidt, Albrecht Schmidt, Maël Guiheneuf, Said Moussaoui, Nicolas Dobigeon, Patrick Martin
Applying new spectral unmixing technique to Martian hyperspectral data (regular paper)
In : European Geosciences Union General Assembly, Vienna, Austria, 02/05/10-07/05/10, European Geosciences Union (EGU), (electronic medium), May 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.
Frédéric Schmidt, Said Moussaoui, Nicolas Dobigeon
Material identification on hyperspectral images using Bayesian source separation (regular paper)
In : European Planetary Science Congress (EuroPlanet 2009), Potsdam, Germany, 13/09/09-18/09/09, Vol. 4, EuroPlanet, (electronic medium), September 2009.
Erwan Tréguier, Frédéric Schmidt, Patrick Pinet, Claude d’Uston, Patrick Martin, Said Moussaoui, Nicolas Dobigeon
Multivariate approach for evaluating the composition of Meridiani spherules (regular paper)
In : European Planetary Science Congress (EuroPlanet 2009), Potsdam, Germany, 13/09/09-18/09/09, Vol. 4, EuroPlanet, (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.
Frédéric Schmidt, Said Moussaoui, Nicolas Dobigeon
Material identification on Martian hyperspectral images using Bayesian source separation (regular paper)
In : IEEE Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS 2009), Grenoble, France, 26/08/09-28/08/09, IEEE : Institute of Electrical and Electronics Engineers, pp. 1-4, August 2009.
Nicolas Dobigeon, Jean-Yves Tourneret, Said Moussaoui
Séparation Bayésienne de sources spectrales sous contraintes de positivité et d’additivité
In : Colloque du Groupe de Recherche et d’Etudes du Traitement du Signal et des Images (GRETSI 2007), Troyes, 11/09/07-14/09/07, GRETSI : Groupement de Recherche en Traitement du Signal et des Images, (electronic medium), September 2007.
Nicolas Dobigeon, Jean-Yves Tourneret, Said Moussaoui
Blind Unmixing of Linear Mixtures using a Hierarchical Bayesian Model. Application to Spectroscopic Signal Analysis
In : IEEE Workshop on Statistical Signal Processing (SSP 2007), Madison, 16/08/07-19/08/07, IEEE : Institute of Electrical and Electronics Engineers, pp. 79-83, August 2007.
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.
Erwan Tréguier, Frédéric Schmidt, Albrecht Schmidt, Said Moussaoui, Nicolas Dobigeon, Stéphane Erard, Alejandro Cardesin, Patrick Pinet, Patrick Martin
Investigating Martian and Venusian hyperspectral datasets through Positive Source Separation (poster)
In : American Geophysical Union Fall Meeting, San Francisco, CA, 13/12/10-17/12/10, American Geophysical Union (AGU), (electronic medium), December 2010.