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Items where Person is "Dobigeon, Nicolas"

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Thouvenin, Pierre-Antoine and Dobigeon, Nicolas and Tourneret, Jean-Yves. Partially Asynchronous Distributed Unmixing of Hyperspectral Images. (2019) IEEE Transactions on Geoscience and Remote Sensing, 57 (4). 2009-2021. ISSN 0196-2892

Monier, Etienne and Oberlin, Thomas and Brun, Nathalie and Tencé, Marcel and De Frutos, Maria and Dobigeon, Nicolas. Reconstruction of partially sampled multi-band images - Application to EELS microscopy. (2018) IEEE Transactions on Computational Imaging, 4 (4). 585-598. ISSN 2333-9403

Cruz Cavalcanti, Yanna and Oberlin, Thomas and Dobigeon, Nicolas and Stute, Simon and Ribeiro, Maria and Tauber, Clovis. Unmixing dynamic PET images with variable specific binding kinetics. (2018) Medical Image Analysis, 49. 117-127. ISSN 1361-8415

Uezato, Tatsumi and Fauvel, Mathieu and Dobigeon, Nicolas. Hyperspectral image unmixing with LiDAR data-aided spatial regularization. (2018) IEEE Transactions on Geoscience and Remote Sensing, 56 (7). 4098-4108. ISSN 0196-2892

Thouvenin, Pierre-Antoine and Dobigeon, Nicolas and Tourneret, Jean-Yves. A hierarchical Bayesian model accounting for endmember variability and abrupt spectral changes to unmix multitemporal hyperspectral images. (2018) IEEE Transactions on Computational Imaging, 4 (1). 32-45. ISSN 2333-9403

Rashwan, Shaheera and Dobigeon, Nicolas. A split-and-merge approach for hyperspectral band selection. (2017) IEEE Geoscience and Remote Sensing Letters, 14 (8). 1378-1382. ISSN 1545-598X

Frecon, Jordan and Pustelnik, Nelly and Dobigeon, Nicolas and Wendt, Herwig and Abry, Patrice. Bayesian selection for the l2-Potts model regularization parameter: 1D piecewise constant signal denoising. (2017) IEEE Transactions on Signal Processing, 65 (19). 5215-5224. ISSN 1053-587X

Halimi, Abderrahim and Bioucas Dias, José and Dobigeon, Nicolas and Buller, Gerald S. and Mclaughlin, Stephen. Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodelling Effects. (2017) IEEE Transactions on Computational Imaging, 3 (2). 146-159. ISSN 2333-9403

Elvira, Clément and Chainais, Pierre and Dobigeon, Nicolas. Bayesian anti-sparse coding. (2017) IEEE Transactions on Signal Processing, 65 (7). 1660-1672. ISSN 1053-587X

Ferraris, Vinicius and Dobigeon, Nicolas and Wei, Qi and Chabert, Marie. Robust fusion of multi-band images with different spatial and spectral resolutions for change detection. (2017) IEEE Transactions on Computational Imaging, 3 (2). 175-186. ISSN 2333-9403

Wei, Qi and Bioucas-Dias, José M. and Dobigeon, Nicolas and Tourneret, Jean-Yves and Chen, Marcus and Godsill, Simon. Multiband Image Fusion Based on Spectral Unmixing. (2016) IEEE Transactions on Geoscience and Remote Sensing, 54 (12). 7236-7249. ISSN 0196-2892

Wei, Qi and Dobigeon, Nicolas and Tourneret, Jean-Yves and Bioucas-Dias, José M. and Godsill, Simon. R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester Equation. (2016) IEEE Signal Processing Letters, 23 (11). 1632-1636. ISSN 1070-9908

Thouvenin, Pierre-Antoine and Dobigeon, Nicolas and Tourneret, Jean-Yves. Online unmixing of multitemporal hyperspectral images accounting for spectral variability. (2016) IEEE Transactions on Image Processing, 25 (9). 3979-3990. ISSN 1057-7149

Wei, Qi and Dobigeon, Nicolas and Tourneret, Jean-Yves and Bioucas-Dias, José M. and Godsill, Simon. R-FUSE: robust fast fusion of multi-band images based on solving a Sylvester equation. (2016) IEEE Signal Processing Letters, 23 (11). 1632-1636. ISSN 1070-9908

Zhao, Ningning and Wei, Qi and Basarab, Adrian and Dobigeon, Nicolas and Kouamé, Denis and Tourneret, Jean-Yves. Fast Single Image Super-Resolution Using a New Analytical Solution for l2–l2 Problems. (2016) IEEE Transactions on Image Processing, 25 (8). 3683-3697. ISSN 1057-7149

Pustelnik, Nelly and Wendt, Herwig and Abry, Patrice and Dobigeon, Nicolas. Combining local regularity estimation and total variation optimization for scale-free texture segmentation. (2016) IEEE Transactions on Computational Imaging, 2 (4). 468-479. ISSN 2333-9403

Wendt, Herwig and Dobigeon, Nicolas and Tourneret, Jean-Yves and Albinet, Mathieu and Goldstein, Christophe and Karouche, Nadia. Detection and Correction of Glitches in a Multiplexed Multichannel Data Stream—Application to the MADRAS Instrument. (2016) IEEE Transactions on Geoscience and Remote Sensing, 54 (5). 2803-2811. ISSN 0196-2892

Thouvenin, Pierre-Antoine and Dobigeon, Nicolas and Tourneret, Jean-Yves. Hyperspectral unmixing with spectral variability using a perturbed linear mixing model. (2016) IEEE Transactions on Signal Processing, 64 (2). 525-538. ISSN 1053-587X

Févotte, Cédric and Dobigeon, Nicolas. Nonlinear Hyperspectral Unmixing With Robust Nonnegative Matrix Factorization. (2015) IEEE Transactions on Image Processing, 24 (12). 4810-4819. ISSN 1057-7149

Halimi, Abderrahim and Dobigeon, Nicolas and Tourneret, Jean-Yves. Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability. (2015) IEEE Transactions on Image Processing, 24 (12). 4904-4917. ISSN 1057-7149

Wei, Qi and Dobigeon, Nicolas and Tourneret, Jean-Yves. Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation. (2015) IEEE Transactions on Image Processing, 24 (11). 4109-4121. ISSN 1057-7149

Wei, Qi and Dobigeon, Nicolas and Tourneret, Jean-Yves. Bayesian Fusion of Multi-Band Images. (2015) IEEE Journal of Selected Topics in Signal Processing, 9 (6). 1117-1127. ISSN 1932-4553

Chabiron, Olivier and Malgouyres, François and Tourneret, Jean-Yves and Dobigeon, Nicolas. Toward fast transform learning. (2015) International Journal of Computer Vision, 114 (2). 195-216. ISSN 0920-5691

Combrexelle, Sébastien and Wendt, Herwig and Dobigeon, Nicolas and Tourneret, Jean-Yves and Mclaughlin, Stephen and Abry, Patrice. Bayesian Estimation of the Multifractality Parameter for Image Texture Using a Whittle Approximation. (2015) IEEE Transactions on Image Processing, 24 (8). 2540-2551. ISSN 1057-7149

Wei, Qi and Bioucas-Dias, José M. and Dobigeon, Nicolas and Tourneret, Jean-Yves. Hyperspectral and multispectral image fusion based on a sparse representation. (2015) IEEE Transactions on Geoscience and Remote Sensing, 53 (7). 3658-3668. ISSN 0196-2892

Loncan, Laetitia and Almeida, Luis Borges and Bioucas-Dias, José M. and Briottet, Xavier and Chanussot, Jocelyn and Dobigeon, Nicolas and Fabre, Sophie and Liao, Wenzhi and Licciardi, Giorgio A. and Simoes, Miguel and Tourneret, Jean-Yves and Veganzones, Miguel Angel and Vivone, Gemine and Wei, Qi and Yokoya, Naoto. Hyperspectral Pansharpening: A Review. (2015) IEEE Geoscience and Remote Sensing Magazine, 3 (3). 27-46. ISSN 2168-6831

Dobigeon, Nicolas and Tits, Laurent and Somers, Ben and Altmann, Yoann and Coppin, Pol. A Comparison of Nonlinear Mixing Models for Vegetated Areas Using Simulated and Real Hyperspectral Data. (2014) IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7 (6). 1869-1878. ISSN 1939-1404

Altmann, Yoann and Dobigeon, Nicolas and Tourneret, Jean-Yves. Unsupervised Post-Nonlinear Unmixing of Hyperspectral Images Using a Hamiltonian Monte Carlo Algorithm. (2014) IEEE Transactions on Image Processing, 23 (6). 2663-2675. ISSN 1057-7149

Altmann, Yoann and Dobigeon, Nicolas and McLaughlin, Steve and Tourneret, Jean-Yves. Residual Component Analysis of Hyperspectral Images - Application to Joint Nonlinear Unmixing and Nonlinearity Detection. (2014) IEEE Transactions on Image Processing, 23 (5). 2148-2158. ISSN 1057-7149

Besson, Olivier and Dobigeon, Nicolas and Tourneret, Jean-Yves. Joint Bayesian estimation of close subspaces from noisy measurements. (2014) IEEE Signal Processing Letters, 21 (2). 168-171. ISSN 1070-9908

Pereyra, Marcelo Alejandro and Dobigeon, Nicolas and Batatia, Hadj and Tourneret, Jean-Yves. Computing the Cramer-Rao bound of Markov random field parameters: Application to the Ising and the Potts models. (2014) IEEE Signal Processing Letters, 21 (1). 47-50. ISSN 1070-9908

Dobigeon, Nicolas and Tourneret, Jean-Yves and Richard, Cédric and Bermudez, José Carlos Moreira and McLaughlin, Steve and Hero, Alfred O.. Nonlinear unmixing of hyperspectral images: Models and algorithms. (2014) IEEE Signal Processing Letters, 31 (1). 82-94. ISSN 1070-9908

Park, Se Un and Dobigeon, Nicolas and Hero, Alfred O.. Variational semi-blind sparse deconvolution with orthogonal kernel bases and its application to MRFM. (2014) Signal Processing, 94. 386-400. ISSN 0165-1684

Pereyra, Marcelo Alejandro 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, 22 (6). 2385-2397. ISSN 1057-7149

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, 22 (4). 1267-1276. ISSN 1057-7149

Altmann, Yoann 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, 61 (10). 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, 22 (1). 5-16. ISSN 1057-7149

Bazot, Cécile and Dobigeon, Nicolas and Tourneret, Jean-Yves and Zaas, Aimee K. and Ginsburg, Geoffrey S. and Hero, Alfred O.. Unsupervised Bayesian linear unmixing of gene expression microarrays. (2013) BMC Bioinformatics, 14. ISSN 1471-2105

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, 21 (9). 3838-3849. ISSN 1057-7149

Dobigeon, Nicolas and Brun, Nathalie. Spectral mixture analysis of EELS spectrum-images. (2012) Ultramicroscopy, 120. 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, 60 (8). 4210-4218. ISSN 1053-587X

Pereyra, Marcelo Alejandro 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, 31 (8). 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, 60 (6). 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, 21 (6). 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, 5 (2). 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, 60 (4). 1656-1671. 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, 59 (12). 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, 49 (11). 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, 49 (11). 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, 7 (8). 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, 48 (11). 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, 1 (6). 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, 4 (3). 582-591. ISSN 1932-4553

Dobigeon, Nicolas and Tourneret, Jean-Yves. Bayesian Orthogonal Component Analysis for Sparse Representation. (2010) IEEE Transactions on Signal Processing, 5 (5). 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, 27 (1). 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, 8 (12). 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, 5 (11). 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, 1 (9). 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, 5 (7). 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, 5 (2). 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, 5 (4). 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, 5 (12). 5603-5621. ISSN 0167-9473

Conference or Workshop Item

Vono, Maxime and Dobigeon, Nicolas and Chainais, Pierre. Sparse Bayesian binary logistic regression using the split-and-augmented Gibbs sampler. (2018) In: IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2018), 17 September 2018 - 20 September 2018 (Aalborg, Denmark).

Lagrange, Adrien and Fauvel, Mathieu and May, Stéphane and Dobigeon, Nicolas. Modèle bayésien hiérarchique pour le démélange et la classification robuste d'images hyperspectrales. (2018) In: Conférence Française de Photogrammétrie et de Télédétection (CFPT 2018), 25 June 2018 - 28 June 2018 (Marne-la-Vallée, France).

Monier, Etienne and Oberlin, Thomas and Brun, Nathalie and Tencé, Marcel and Dobigeon, Nicolas. Reconstruction of randomly and partially sampled STEM spectrum-images. (2017) In: Microscopy and Microanalysis Meeting (M&M 2017), 6 August 2017 - 10 August 2017 (Saint-Louis, Missouri, United States).

Lagrange, Adrien and Dobigeon, Nicolas and Fauvel, Mathieu and May, Stéphane. A Bayesian model for joint unmixing, clustering and classification of hyperspectral data. (2017) In: Séminaire des doctorants, 28 April 2017 (Toulouse, France). (Unpublished)

Sodjo, Jessica and Giremus, Audrey and Dobigeon, Nicolas and Giovannelli, Jean-François. A generalized Swendsen-Wang algorithm for Bayesian nonparametric joint segmentation of multiple images. (2017) In: 42nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), 5 March 2017 - 9 March 2017 (New Orleans, United States).

Elvira, Clément and Chainais, Pierre and Dobigeon, Nicolas. Bayesian nonparametric subspace estimation. (2017) In: 42nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), 5 March 2017 - 9 March 2017 (New Orleans, United States).

Frecon, Jordan and Pustelnik, Nelly and Dobigeon, Nicolas and Wendt, Herwig and Abry, Patrice. Bayesian-driven criterion to automatically select the regularization parameter in the l1-Potts model. (2017) In: 42nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), 5 March 2017 - 9 March 2017 (New Orleans, United States).

Ferraris, Vinicius and Dobigeon, Nicolas and Wei, Qi and Chabert, Marie. Change detection between multi-band images using a robust fusion-based approach. (2017) In: 42nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), 5 March 2017 - 9 March 2017 (New Orleans, United States).

Cruz Cavalcanti, Yanna and Oberlin, Thomas and Dobigeon, Nicolas and Stute, Simon and Tauber, Clovis. Démélange d'images TEP dynamiques. (2017) In: 26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), 5 September 2017 - 8 September 2017 (Juan-les-Pins, France).

Ferraris, Vinicius and Dobigeon, Nicolas and Wei, Qi and Chabert, Marie. Détection de changements par fusion robuste d'images multi-bandes de résolutions spatiale et spectrale différentes. (2017) In: 26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), 5 September 2017 - 8 September 2017 (Juan-les-Pins, France).

Halimi, Abderrahim and Bioucas Dias, José and Dobigeon, Nicolas and Buller, Gerald S. and Mclaughlin, Stephen. Fast hyperspectral unmixing in presence of sparse multiple scattering nonlinearities. (2017) In: 42nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), 5 March 2017 - 9 March 2017 (New Orleans, United States).

Monier, Etienne and Oberlin, Thomas and Brun, Nathalie and Dobigeon, Nicolas. Reconstruction de spectres-images partiellement échantillonnés en microscopie EELS. (2017) In: 26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), 5 September 2017 - 8 September 2017 (Juan-les-Pins, France).

Frécon, Jordan and Pustelnik, Nelly and Dobigeon, Nicolas and Wendt, Herwig and Abry, Patrice. Sélection du paramètre de régularisation dans le problème l2-Potts. (2017) In: 26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), 5 September 2017 - 8 September 2017 (Juan-les-Pins, France).

Lagrange, Adrien and Fauvel, Mathieu and May, Stéphane and Dobigeon, Nicolas. Un modèle bayésien pour le démélange, la segmentation et la classification robuste d'images hyperspectrales. (2017) In: 26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), 5 September 2017 - 8 September 2017 (Juan-les-Pins, France).

Thouvenin, Pierre-Antoine and Dobigeon, Nicolas and Tourneret, Jean-Yves. Une approche distribuée asynchrone pour la factorisation en matrices non-négatives - Application au démélange hyperspectral. (2017) In: 26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), 5 September 2017 - 8 September 2017 (Juan-les-Pins, France).

Elvira, Clément and Chainais, Pierre and Dobigeon, Nicolas. Une formulation bayésienne du codage antiparcimonieux. (2017) In: 26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), 5 September 2017 - 8 September 2017 (Juan-les-Pins, France).

Cruz Cavalcanti, Yanna and Oberlin, Thomas and Dobigeon, Nicolas and Tauber, Clovis. Unmixing dynamic PET images with a PALM algorithm. (2017) In: 25th European Signal Processing Conference (EUSIPCO 2017), 28 August 2017 - 2 September 2017 (Kos island, Greece).

Thouvenin, Pierre-Antoine and Dobigeon, Nicolas and Tourneret, Jean-Yves. Unmixing multitemporal hyperspectral images accounting for smooth and abrupt variations. (2017) In: 25th European Signal Processing Conference (EUSIPCO 2017), 28 August 2017 - 2 September 2017 (Kos island, Greece).

Thouvenin, Pierre-Antoine and Dobigeon, Nicolas and Tourneret, Jean-Yves. Unmixing multitemporal hyperspectral images with variability: an online algorithm. (2016) In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), 20 March 2016 - 25 March 2016 (Shangai, China).

Wei, Qi and Dobigeon, Nicolas and Tourneret, Jean-Yves. FUSE: a fast multi-band image fusion algorithm. (2016) In: 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), 13 December 2015 - 16 December 2015 (Cancun, Mexico).

Wei, Qi and Bioucas-Dias, José M. and Dobigeon, Nicolas and Tourneret, Jean-Yves and Godsill, Simon. Blind model-based fusion of multi-band and panchromatic images. (2016) In: IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI 2016), 19 September 2016 - 21 September 2016 (Baden-Baden, Germany).

Elvira, Clément and Chainais, Pierre and Dobigeon, Nicolas. Democratic prior for anti-sparse coding. (2016) In: IEEE Workshop on statistical signal processing (SSP 2016), 26 June 2016 - 29 June 2016 (Palma de Mallorca, Spain).

Wei, Qi and Godsill, Simon and Bioucas-Dias, José M. and Dobigeon, Nicolas and Tourneret, Jean-Yves. High-resolution Hyperspectral Image Fusion Based on Spectral Unmixing. (2016) In: 19th International Conference on Information Fusion (FUSION 2016), 5 July 2016 - 8 July 2016 (Heidelberg, Germany).

Altmann, Yoann and Brun, Nathalie and Dobigeon, Nicolas and March, Katia and Moussaoui, Saïd and Schneegans, Olivier. Hyperspectral EELS image unmixing. (2016) In: 6th Conference in Spectral Imaging (IASIM 2016), 3 July 2016 - 6 July 2016 (Chamonix, France).

Sodjo, Jessica and Giremus, Audrey and Caron, François and Giovannelli, Jean-François and Dobigeon, Nicolas. Joint segmentation of multiple images with shared classes: a Bayesian nonparametrics approach. (2016) In: IEEE Workshop on statistical signal processing (SSP 2016), 26 June 2016 - 29 June 2016 (Palma de Mallorca, Spain).

Halimi, Abderrahim and Dobigeon, Nicolas and Tourneret, Jean-Yves and Mclaughlin, Stephen and Honeine, Paul. Unmixing multitemporal hyperspectral images accounting for endmember variability. (2015) In: 23rd European Signal and Image Processing Conference (EUSIPCO 2015), 31 August 2015 - 4 September 2015 (Nice, France).

Combrexelle, Sébastien and Wendt, Herwig and Abry, Patrice and Dobigeon, Nicolas and Tourneret, Jean-Yves and Mclaughlin, Stephen. A Bayesian approach for the joint estimation of the multifractality parameter and integral scale based on the Whittle approximation. (2015) In: 40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2015), 19 April 2015 - 24 April 2015 (Brisbane, Australia).

Wei, Qi and Dobigeon, Nicolas and Tourneret, Jean-Yves. Bayesian fusion of multispectral and hyperspectral images with unknown sensor spectral response. (2015) In: IEEE International Conference on Image Processing (ICIP 2014), 27 October 2014 - 30 October 2014 (Paris, France).

Halimi, Abderrahim and Dobigeon, Nicolas and Tourneret, Jean-Yves and Honeine, Paul. A new Bayesian unmixing algorithm for hyperspectral images mitigating endmember variability. (2015) In: 40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2015), 19 April 2015 - 24 April 2015 (Brisbane, Australia).

Thouvenin, Pierre-Antoine and Dobigeon, Nicolas and Tourneret, Jean-Yves. A perturbed linear mixing model accounting for spectral variability. (2015) In: 23rd European Signal and Image Processing Conference (EUSIPCO 2015), 31 August 2015 - 4 September 2015 (Nice, France).

Wei, Qi and Dobigeon, Nicolas and Tourneret, Jean-Yves. Bayesian fusion of multispectral and hyperspectral images using a block coordinate descent method. (2015) In: IEEE Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS 2015), 2 June 2015 - 5 June 2015 (Tokyo, Japan).

Combrexelle, Sébastien and Wendt, Herwig and Tourneret, Jean-Yves and Dobigeon, Nicolas and Mclaughlin, Stephen and Abry, Patrice. Estimation bayésienne locale du paramètre de multifractalité à l'aide d'un algorithme de Monte Carlo Hamiltonien. (2015) In: 25eme Colloque Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2015), 8 September 2015 - 11 September 2015 (Lyon, France).

Thouvenin, Pierre-Antoine and Dobigeon, Nicolas and Tourneret, Jean-Yves. Estimation de variabilité pour le démélange non-supervisé d'images hyperspectrales. (2015) In: 25eme Colloque Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2015), 8 September 2015 - 11 September 2015 (Lyon, France).

Halimi, Abderrahim and Dobigeon, Nicolas and Tourneret, Jean-Yves and Honeine, Paul. Hyperspectral unmixing accounting for spatial correlations and endmember variability. (2015) In: 7th IEEE Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS 2015), 2 June 2015 - 5 June 2015 (Tokyo, Japan).

Chaari, Lotfi and Batatia, Hadj and Dobigeon, Nicolas and Tourneret, Jean-Yves. A hierarchical sparsity-smoothness Bayesian model for ℓ0 + ℓ1 + ℓ2 regularization. (2014) In: IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2014, 4 May 2014 - 9 May 2014 (Florence, Italy).

Wei, Qi and Dobigeon, Nicolas and Tourneret, Jean-Yves. Bayesian fusion of hyperspectral and multispectral images. (2014) In: IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2014, 4 May 2014 - 9 May 2014 (Florence, Italy).

Wei, Qi and Bioucas-Dias, José M. and Dobigeon, Nicolas and Tourneret, Jean-Yves. Fusion of multispectral and hyperspectral images based on sparse representation. (2014) In: 22nd European Signal and Image Processing Conference (EUSIPCO 2014), 1 September 2014 - 5 September 2014 (Lisbon, Portugal).

Frecon, Jordan and Pustelnik, Nelly and Dobigeon, Nicolas and Wendt, Herwig and Abry, Patrice. Hybrid Bayesian Variational Scheme to Handle Parameter Selection in Total Variation Signal Denoising. (2014) In: European Signal and Image Processing Conference - EUSIPCO 2014, 1 September 2014 - 5 September 2014 (Lisbon, Portugal).

Pustelnik, Nelly and Abry, Patrice and Wendt, Herwig and Dobigeon, Nicolas. Inverse problem formulation for regularity estimation in images. (2014) In: International Conference on Image Processing (ICIP 2014), 27 October 2014 - 30 October 2014 (Paris, France).

Chabiron, Olivier and Malgouyres, François and Tourneret, Jean-Yves and Dobigeon, Nicolas. Learning a fast transform with a dictionary. (2014) In: international Traveling Workshop on Interactions between Sparse models and Technology - iTWIST' 2014, 27 August 2014 - 29 August 2014 (Namur, Belgium).

Dobigeon, Nicolas and Tits, Laurent and Somers, Ben and Altmann, Yoann and Coppin, Pol. Nonlinear unmixing of vegetated areas: a model comparison based on simulated and real hyperspectral data. (2014) In: IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS 2014, 24 June 2014 - 27 June 2014 (Lausanne, Switzerland).

Altmann, Yoann and Dobigeon, Nicolas and Tourneret, Jean-Yves and McLaughlin, Steve. Residual component analysis of hyperspectral images for joint nonlinear unmixing and nonlinearity detection. (2014) In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 4 May 2014 - 9 May 2014 (Florence, Italy).

Altmann, Yoann and McLaughlin, Steve and Dobigeon, Nicolas. Sampling from a multivariate gaussian distribution truncated on a simplex: a review. (2014) In: 2014 IEEE Workshop on Statistical Signal Processing (SSP), 29 June 2014 - 2 July 2014 (Gold Coast, Australia).

Altmann, Yoann and Dobigeon, Nicolas and Tourneret, Jean-Yves and Bermudez, José Carlos Moreira. A robust test for nonlinear mixture detection in hyperspectral images. (2013) In: IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2013, 26 May 2013 - 31 May 2013 (Vancouver, Canada).

Altmann, Yoann and Dobigeon, Nicolas and Tourneret, Jean-Yves. Bayesian algorithm for unsupervised unmixing of hyperspectral images using a post-nonlinear model. (2013) In: 21st European Signal and Image Processing Conference (EUSIPCO 2013), 9 September 2013 - 13 September 2013 (Marrakech, Morocco).

Wendt, Herwig and Dobigeon, Nicolas and Tourneret, Jean-Yves and Abry, Patrice. Bayesian estimation for the multifractality parameter. (2013) In: IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2013, 26 May 2013 - 31 May 2013 (Vancouver, Canada).

Wendt, Herwig and Dobigeon, Nicolas and Tourneret, Jean-Yves and Abry, Patrice. Estimation bayésienne du paramètre de multifractalité. (2013) In: 24eme Colloque Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2013), 2 September 2013 - 6 September 2013 (Brest, France).

Altmann, Yoann and Dobigeon, Nicolas and Tourneret, Jean-Yves and Mclaughlin, Stephen. Nonlinear hyperspectral unmixing using Gaussian processes. (2013) In: IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS 2013, 24 June 2013 - 27 June 2013 (Gainesville, United States). (Unpublished)

Dobigeon, Nicolas and Févotte, Cédric. Robust nonnegative matrix factorization for nonlinear unmixing of hyperspectral images. (2013) In: IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS 2013, 25 June 2013 - 28 June 2013 (Gainesville, United States).

Thesis

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

HDR

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

This list was generated on Thu Jul 18 08:54:09 2019 CEST.