Items where Person is "Dobigeon, Nicolas"

Article

Altmann, Yoann and Dobigeon, Nicolas and Tourneret, Jean-Yves Nonlinearity detection in hyperspectral images using a polynomial post-nonlinear mixing model. (2013) IEEE Transactions on Image Processing, vol. 22 (n° 4). pp. 1267-1276. ISSN 1057-7149

Pereyra, Marcelo and Dobigeon, Nicolas and Batatia, Hadj and Tourneret, Jean-Yves Estimating the granularity coefficient of a Potts-Markov random field within an Markov Chain Monte Carlo algorithm. (2013) IEEE Transactions on Image Processing, vol. 22 (n° 6). pp. 2385-2397. ISSN 1057-7149

Altmann, Yoan and Dobigeon, Nicolas and McLaughlin, Steve and Tourneret, Jean-Yves Nonlinear spectral unmixing of hyperspectral images using Gaussian processes. (2013) IEEE Transactions on Signal Processing, vol. 61 (n° 10). pp. 2442-2453. ISSN 1053-587X

Eches, Olivier and Benediktsson, Jon Atli and Dobigeon, Nicolas and Tourneret, Jean-Yves Adaptive Markov random fields for joint unmixing and segmentation of hyperspectral image. (2013) IEEE Transactions on Image Processing, Vol. 22 (n° 1). pp. 5-16. ISSN 1057-7149

Park, Se Un and Dobigeon, Nicolas and Hero, Alfred O. Semi-blind sparse image reconstruction with application to MRFM. (2012) IEEE Transactions on Image Processing, vol. 21 (n° 9). pp. 3838-3849. ISSN 1057-7149

Dobigeon, Nicolas and Brun, Nathalie Spectral mixture analysis of EELS spectrum-images. (2012) Ultramicroscopy, vol. 120 . pp. 25-34. ISSN 0304-3991

Besson, Olivier and Dobigeon, Nicolas and Tourneret, Jean-Yves CS Decomposition Based Bayesian Subspace Estimation. (2012) IEEE Transactions on Signal Processing, vol. 60 (n° 8). pp. 4210-4218. ISSN 1053-587X

Pereyra, Marcelo and Dobigeon, Nicolas and Batatia, Hadj and Tourneret, Jean-Yves Segmentation of skin lesions in 2D and 3D ultrasound images using a spatially coherent generalized Rayleigh mixture model. (2012) IEEE Transactions on Medical Imaging, vol. 31 (n° 8). pp. 1509-1520. ISSN 0278-0062

Kail, Georg and Tourneret, Jean-Yves and Hlawatsch, Franz and Dobigeon, Nicolas Blind deconvolution of sparse pulse sequences under a minimum distance constraint: a partially collapsed Gibbs sampler method. (2012) IEEE Transactions on Signal Processing, vol. 60 (n° 6). pp. 2727-2743. ISSN 1053-587X

Altmann, Yoann and Halimi, Abderrahim and Dobigeon, Nicolas and Tourneret, Jean-Yves Supervised nonlinear spectral unmixing using a post-nonlinear mixing model for hyperspectral imagery. (2012) IEEE Transactions on Image Processing, vol. 21 (n° 6). pp. 3017-3025. ISSN 1057-7149

Bioucas-Dias, José M. and Plaza, Antonio and Dobigeon, Nicolas and Parente, Mario and Du, Qian and Gader, Paul and Chanussot, Jocelyn Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches. (2012) IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 5 (n° 2). pp. 354-379. ISSN 1939-1404

Mittelman, Roni and Dobigeon, Nicolas and Hero, Alfred O. Hyperspectral image unmixing using a multiresolution sticky HDP. (2012) IEEE Transactions on Signal Processing, vol. 60 (n°4). pp.1656-1671. ISSN 1053-587X

Besson, Olivier and Dobigeon, Nicolas and Tourneret, Jean-Yves CS decomposition based Bayesian subspace estimation. (2012) IEEE Transactions on Signal Processing, vol. 60 (n° 8). pp. 4210-4218. ISSN 1053-587X

Besson, Olivier and Dobigeon, Nicolas and Tourneret, Jean-Yves Minimum mean square distance estimation of a subspace. (2011) IEEE Transactions on Signal Processing, vol. 59 (n° 12). pp. 5709 -5720. ISSN 1053-587X

Eches, Olivier and Dobigeon, Nicolas and Tourneret, Jean-Yves Enhancing hyperspectral image unmixing with spatial correlations. (2011) IEE Transactions on Geoscience & Remote Sensing, vol. 49 (n° 11). pp. 4239-4247. ISSN 0196-2892

Halimi, Abderrahim and Altmann, Yoann and Dobigeon, Nicolas and Tourneret, Jean-Yves Nonlinear unmixing of hyperspectral images using a generalized bilinear model. (2011) IEE Transactions on Geoscience & Remote Sensing, vol. 49 (n° 11). pp.4153-4162. ISSN 0196-2892

Huang, Yongsheng and Zaas, Aimee K. and Rao, Arvind and Dobigeon, Nicolas and Woolf, Peter J. and Veldman, Timothy and Oien, N. Christine and McClain, Micah T. and Varkey, Jay B. and Nicholson, Bradley and Carin, Lawrence and Kingsmore, Stephen and Woods, Christopher W. and Ginsburg, Geoffrey S. and Hero, Alfred O. Temporal Dynamics of Host Molecular Responses Differentiate Symptomatic and Asymptomatic Influenza A Infection. (2011) PLoS Genetics, vol. 7 (n° 8). pp.1-17. ISSN 1553-7390

Schmidt, Frédéric and Schmidt, Albrecht and Tréguier, Erwan and Guiheneuf, Maël and Moussaoui, Saïd and Dobigeon, Nicolas Implementation strategies for hyperspectral unmixing using Bayesian source separation. (2010) IEEE Transactions on Geoscience and Remote Sensing, vol. 48 (n°11). pp. 4003-4013. ISSN 0196-2892

Eches, Olivier and Dobigeon, Nicolas and Mailhes, Corinne and Tourneret, Jean-Yves Bayesian estimation of linear mixtures using the normal compositional model. Application to hyperspectral imagery. (2010) IEEE Transactions on Image Processing, vol. 1 (n° 6). pp. 1403-1413. ISSN 1057-7149

Eches, Olivier and Dobigeon, Nicolas and Tourneret, Jean-Yves Estimating the number of endmembers in hyperspectral images using the normal compositional model and a hierarchical Bayesian algorithm. (2010) IEEE Journal on Selected Topics in Signal Processing, vol. 4 (n° 3). pp. 582-591. ISSN 1932-4553

Dobigeon, Nicolas and Tourneret, Jean-Yves Bayesian Orthogonal Component Analysis for Sparse Representation. (2010) IEEE Transactions on Signal Processing, vol. 5 (n° 5). pp. 2675-2685. ISSN 1053-587X

Dobigeon, Nicolas and Moussaoui, Saïd and Coulon, Martial and Tourneret, Jean-Yves and Hero, Alfred O. Algorithmes bayésiens pour le démélange supervisé, semi-supervisé et non-supervisé d’images hyperspectrales. (2010) Traitement du signal, vol. 27 (n° 1). pp. 79-108. ISSN 0765-0019

Dobigeon, Nicolas and Moussaoui, Saïd and Tourneret, Jean-Yves and Carteret, Cédric Bayesian separation of spectral sources under non-negativity and full additivity constraints. (2009) Signal Processing, vol. 8 (n° 12). pp. 2657-2669. ISSN 0165-1684

Dobigeon, Nicolas and Moussaoui, Saïd and Coulon, Martial and Tourneret, Jean-Yves and Hero, Alfred O. Joint Bayesian Endmember Extraction and Linear Unmixing for Hyperspectral Imagery. (2009) IEEE Transactions on Signal Processing, vol. 5 (n° 11). pp. 4355-4368. ISSN 1053-587X

Dobigeon, Nicolas and Tourneret, Jean-Yves and Hero, Alfred O. Hierarchical Bayesian sparse image reconstruction with application to MRFM. (2009) IEEE Transactions on Signal Processing, vol. 1 (n° 9). pp. 2059-2070. ISSN 1053-587X

Tourneret, Jean-Yves and Dobigeon, Nicolas and Chang, Chein-I Semi-supervised linear spectral unmixing using a hierarchical Bayesian model for hyperspectral imagery. (2008) IEEE Transactions on Signal Processing, vol. 5 (n° 7). pp. 2684-2695. ISSN 1053-587X

Dobigeon, Nicolas and Tourneret, Jean-Yves and Scargle, Jeffrey Joint segmentation of multivariate astronomical time series : bayesian sampling with a hierarchical model. (2007) IEEE Transactions on Signal Processing, vol. 5 (n° 2). pp. 414-423. ISSN 1053-587X

Dobigeon, Nicolas and Tourneret, Jean-Yves and Davy, Manuel Joint segmentation of piecewise constant autoregressive processes by using a hierarchical model and a Bayesian sampling approach. (2007) IEEE Transactions on Signal Processing, vol. 5 (n° 4). pp. 1251-1263. ISSN 1053-587X

Dobigeon, Nicolas and Tourneret, Jean-Yves Joint segmentation of wind speed and direction using a hierarchical model. (2007) Computational Statistics & Data Analysis, vol. 5 (n° 12). pp. 5603-5621. ISSN 0167-9473

HDR

Dobigeon, Nicolas Inférence bayésienne dans des problèmes inverses, myopes et aveugles en traitement du signal et des images. (2012) [HDR]

Thesis

Dobigeon, Nicolas. Modèles bayésiens hiérarchiques pour le traitement multi-capteur. PhD, Institut National Polytechnique de Toulouse, 2007