Nicolas Dobigeon
Nicolas Dobigeon
Professor, IUF, ANITI & IRIT/INP-ENSEEIHT, Univ. of Toulouse, France
Adresse e-mail validée de enseeiht.fr - Page d'accueil
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Hyperspectral unmixing overview: Geometrical, statistical, and sparse regression-based approaches
JM Bioucas-Dias, A Plaza, N Dobigeon, M Parente, Q Du, P Gader, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2012
20332012
Hyperspectral pansharpening: a review
L Loncan, LB Almeida, JM Bioucas-Dias, X Briottet, J Chanussot, ...
IEEE Geoscience and Remote Sensing Magazine 3 (3), 27-46, 2015
4182015
Hyperspectral and multispectral image fusion based on a sparse representation
Q Wei, J Bioucas-Dias, N Dobigeon, JY Tourneret
IEEE Transactions on Geoscience and Remote Sensing 53 (7), 3658-3668, 2015
3582015
Joint Bayesian endmember extraction and linear unmixing for hyperspectral imagery
N Dobigeon, S Moussaoui, M Coulon, JY Tourneret, AO Hero
IEEE Transactions on Signal Processing 57 (11), 4355-4368, 2009
3422009
Nonlinear unmixing of hyperspectral images: models and algorithms
N Dobigeon, JY Tourneret, C Richard, J Bermudez, S McLaughlin, ...
IEEE Signal Processing Magazine 31 (1), 2014
3402014
Nonlinear unmixing of hyperspectral images using a generalized bilinear model
A Halimi, Y Altmann, N Dobigeon, JY Tourneret
IEEE Transactions on Geoscience and Remote Sensing 49 (11), 4153-4162, 2011
3372011
Semi-supervised linear spectral unmixing using a hierarchical Bayesian model for hyperspectral imagery
N Dobigeon, JY Tourneret, CI Chang
IEEE Transactions on Signal Processing 56 (7), 2684-2695, 2008
2222008
Temporal dynamics of host molecular responses differentiate symptomatic and asymptomatic Influenza A infection
Y Huang, AK Zaas, A Rao, N Dobigeon, PJ Woolf, T Veldman, NC Øien, ...
PLoS genetics 7 (8), e1002234, 2011
1892011
Fast fusion of multi-band images based on solving a Sylvester equation
Q Wei, N Dobigeon, JY Tourneret
IEEE Transactions on Image Processing 24 (11), 4109-4121, 2015
1862015
Supervised nonlinear spectral unmixing using a post-nonlinear mixing model for hyperspectral imagery
Y Altmann, A Halimi, N Dobigeon, JY Tourneret
IEEE Transactions on Image Processing 21 (6), 3017-3025, 2012
1772012
Bayesian estimation of linear mixtures using the normal compositional model. Application to hyperspectral imagery
O Eches, N Dobigeon, C Mailhes, JY Tourneret
IEEE Transactions on Image Processing 19 (6), 1403-1413, 2010
1642010
Bayesian fusion of multi-band images
Q Wei, N Dobigeon, JY Tourneret
IEEE Journal of Selected Topics in Signal Processing 9 (6), 1117-1127, 2015
1532015
Enhancing hyperspectral image unmixing with spatial correlations
O Eches, N Dobigeon, JY Tourneret
IEEE Transactions on Geoscience and Remote Sensing 49 (11), 4239-4247, 2011
1462011
Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization
C Févotte, N Dobigeon
IEEE Transactions on Image Processing 24 (12), 4810-4819, 2015
1372015
Hyperspectral unmixing with spectral variability using a perturbed linear mixing model
PA Thouvenin, N Dobigeon, JY Tourneret
IEEE Transactions on Signal Processing 64 (2), 525-538, 2016
1182016
Hierarchical Bayesian sparse image reconstruction with application to MRFM
N Dobigeon, AO Hero, JY Tourneret
IEEE Transactions on Image Processing 18 (9), 2059-2070, 2009
1012009
Estimating the granularity coefficient of a Potts-Markov random field within a Markov Chain Monte Carlo algorithm
M Pereyra, N Dobigeon, H Batatia, JY Tourneret
IEEE Transactions on Image Processing 22 (6), 2385-2397, 2013
972013
Spectral mixture analysis of EELS spectrum-images
N Dobigeon, N Brun
Ultramicroscopy 120, 25-34, 2012
962012
Bayesian separation of spectral sources under non-negativity and full additivity constraints
N Dobigeon, S Moussaoui, JY Tourneret, C Carteret
Signal Processing 89 (12), 2657-2669, 2009
942009
Joint segmentation of multivariate astronomical time series: Bayesian sampling with a hierarchical model
N Dobigeon, JY Tourneret, JD Scargle
IEEE Transactions on Signal Processing 55 (2), 414-423, 2007
842007
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