Publications of
Olivier Eches, Jon Atli Benediktsson, Nicolas Dobigeon, Jean-Yves Tourneret
Adaptive Markov random fields for joint unmixing and segmentation of hyperspectral image
In : IEEE Transactions on Image Processing, IEEE : Institute of Electrical and Electronics Engineers, Vol. 22 N. 1, pp. 5-16, January 2013.
URL : http://oatao.univ-toulouse.fr/8082/1/Eches_8082.pdf
BibTeXOlivier Eches, Nicolas Dobigeon, Jean-Yves Tourneret
Enhancing hyperspectral image unmixing with spatial correlations
In : IEEE Transactions on Geoscience and Remote Sensing (TGRS), IEEE : Institute of Electrical and Electronics Engineers, Special issue Hyperspectral Image and Signal Processing, Vol. 49 N. 11, pp. 4239-4247, November 2011.
URL : http://oatao.univ-toulouse.fr/5047/1/Eches_5047.pdf
BibTeXOlivier Eches, Nicolas Dobigeon, Corinne Mailhes, Jean-Yves Tourneret
Bayesian estimation of linear mixtures using the normal compositional model. Application to hyperspectral imagery
In : IEEE Transactions on Image Processing, IEEE : Institute of Electrical and Electronics Engineers, Vol. 19 N. 6, pp. 1403-1413, June 2010.
URL : http://oatao.univ-toulouse.fr/4089/1/Eches_4089.pdf
BibTeXOlivier Eches, Nicolas Dobigeon, Jean-Yves Tourneret
Estimating the number of endmembers in hyperspectral images using the normal compositional model and a hierarchical Bayesian algorithm
In : IEEE Journal of Selected Topics in Signal Processing (J-STSP), IEEE : Institute of Electrical and Electronics Engineers, Vol. 3 N. 3, pp. 582-591, June 2010.
URL : http://oatao.univ-toulouse.fr/4090/1/Eches_4090.pdf
BibTeX
Olivier Eches, Nicolas Dobigeon, Jean-Yves Tourneret, Hichem Snoussi
Méthodes variationnelles pour le démélange d’images hyperspectrales (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.
Olivier Eches, Jon Atli Benediktsson, Nicolas Dobigeon, Jean-Yves Tourneret
Joint spectral classification and unmixing using adaptative pixel neighborhoods (regular paper)
In : IEEE Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS 2011), Lisbon, Portugal, 06/06/11-09/06/11, IEEE : Institute of Electrical and Electronics Engineers, (electronic medium), June 2011.
Olivier Eches, Nicolas Dobigeon, Jean-Yves Tourneret, Hichem Snoussi
Variational methods for spectral unmixing of hyperspectral unmixing (regular paper)
In : IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), Prague, Czech Republic, 22/05/11-27/05/11, IEEE : Institute of Electrical and Electronics Engineers, pp. 957-960, May 2011.
Olivier Eches, Nicolas Dobigeon, Jean-Yves Tourneret
Unmixing hyperspectral images using Markov random fields (regular paper)
In : International Workshop on Bayesian Inference and Maximun Entropy (MaxEnt 2010), Chamonix, France, 04/07/10-09/07/10 (invited speaker), Vol. 1305, Ali Mohammad-Djafari, Jean-François Bercher, Pierre Bessière (Eds.), American Institute of Physics, AIP Conf. Proc. 1, pp. 303-310, July 2010.
Olivier Eches, Nicolas Dobigeon, Jean-Yves Tourneret
Markov random fields for joint unmixing and segmentation of hyperspectral images (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 (invited speaker), IEEE : Institute of Electrical and Electronics Engineers, pp. 1-4, June 2010.
Olivier Eches, Nicolas Dobigeon, Jean-Yves Tourneret
A reversible-jump MCMC algorithm for estimating the number of endmembers in the normal compositional model. Application to the unmixing of hyperspectral images (regular paper)
In : IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), Dallas, USA, 14/03/10-19/03/10, IEEE : Institute of Electrical and Electronics Engineers, pp. 1222-1225, March 2010.
Olivier Eches, Nicolas Dobigeon, Corinne Mailhes, Jean-Yves Tourneret
Unmixing hyperspectral images using a normal compositional model and MCMC methods (regular paper)
In : IEEE Workshop on Statistical Signal Processing (SSP 2009), Cardiff, Wales, UK, 31/08/09-03/09/09, IEEE : Institute of Electrical and Electronics Engineers, pp. 646-649, August 2009.
Olivier Eches, Nicolas Dobigeon, Jean-Yves Tourneret
Analyse d’images hyperspectrales à l’aide d’un modèle de mélange de spectres aléatoires (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.
Olivier Eches, Nicolas Dobigeon, Jean-Yves Tourneret
NCM-based Bayesian algorithm for hyperspectral unmixing (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.
Méthodes Bayésiennes pour le démélange d’images hyperspectrales
Master’s Thesis, Institut National Polytechnique de Toulouse, October 2010.