Skip to Main content Skip to Navigation


...
hal-02316836v1  Journal articles
Huanfeng ShenXiuping JiaJosé M. Bioucas-DiasNicolas DobigeonYi Cui et al.  Foreword to the special issue on quality improvements of remote sensing data
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, 2018, 11 (3), pp.687-690. ⟨10.1109/JSTARS.2018.2807998⟩
hal-00626167v1  Conference papers
Frédéric SchmidtSaïd MoussaouiNicolas Dobigeon. Material identification on martian hyperspectral images using bayesian source separation
First IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Aug 2009, Grenoble, France. pp.1-4, ⟨10.1109/WHISPERS.2009.5289091⟩
...
hal-02438055v1  Conference papers
Maxime VonoNicolas DobigeonPierre Chainais. Efficient Sampling through Variable Splitting-inspired Bayesian Hierarchical Models
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Institute of Electrical and Electronics Engineers (IEEE), May 2019, Brighton, United Kingdom. pp.5037-5041, ⟨10.1109/ICASSP.2019.8682982⟩
...
hal-02438041v1  Journal articles
Maxime VonoNicolas DobigeonPierre Chainais. Split-and-augmented Gibbs sampler - Application to large-scale inference problems
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2019, 67 (6), pp.1648-1661. ⟨10.1109/TSP.2019.2894825⟩
...
hal-02438049v1  Conference papers
Maxime VonoNicolas DobigeonPierre Chainais. Bayesian Image Restoration under Poisson Noise and Log-concave Prior
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2019, Brighton, United Kingdom. pp.1712-1716, ⟨10.1109/ICASSP.2019.8683031⟩
...
hal-01433706v1  Journal articles
Clément ElviraPierre ChainaisNicolas Dobigeon. Bayesian anti-sparse coding
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2016, ⟨10.1109/TSP.2016.2645543⟩
...
hal-01433632v2  Conference papers
Clément ElviraPierre ChainaisNicolas Dobigeon. Democratic prior for anti-sparse coding
IEEE Workshop on statistical signal processing (SSP 2016), Jun 2016, Palma de Mallorca, Spain. pp. 1-5
...
hal-02419428v1  Conference papers
Claire GuilloteauThomas OberlinOlivier BernéNicolas Dobigeon. Fusion of hyperspectral and multispectral infrared astronomical images
Workshop on Signal Processing with Adaptative Sparse Structured Representations (SPARS 2019), Apr 2019, Toulouse, France. pp.0
...
hal-02419429v1  Conference papers
Claire GuilloteauThomas OberlinOlivier BernéNicolas Dobigeon. Fusion d'images multispectrales et hyperspectrales pour l'observation en astronomie infrarouge
27e colloque du Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2019), Aug 2019, Lille, France. pp.1-4
...
hal-02879718v1  Conference papers
Claire GuilloteauThomas OberlinOlivier BernéNicolas Dobigeon. Fusion of hyperspectral and multispectral infrared astronomical images
11th IEEE Workshop on Sensor Array and Multichannel Signal Processing (SAM 2020), Jun 2020, Hangzhou, China. pp.1-5, ⟨10.1109/SAM48682.2020.9104393⟩
...
hal-02419442v1  Conference papers
Maxime VonoNicolas DobigeonPierre Chainais. On variable splitting for Markov chain Monte Carlo
Workshop on Signal Processing with Adaptative Sparse Structured Representations (SPARS 2019), Apr 2019, Toulouse, France. pp.1-2
...
hal-02419444v1  Conference papers
Maxime VonoNicolas DobigeonPierre Chainais. Modèles augmentés asymptotiquement exacts
27e colloque du Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2019), Aug 2019, Lille, France. pp.1-4
hal-00475971v1  Journal articles
Nicolas DobigeonJean-Yves TourneretManuel Davy. Joint segmentation of piecewise constant autoregressive processes by using a hierarchical model and a Bayesian sampling approach
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2007, vol. 57 n° 4., 1251-1263 available on : http://oatao.univ-toulouse.fr/873/2/Tourneret_873.pdf
...
hal-02419443v1  Conference papers
Maxime VonoNicolas DobigeonPierre Chainais. Un modèles augmenté asymptotiquement exact pour la restauration bayésienne d'images dégradées par un bruit de Poisson
27e colloque du Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2019), Aug 2019, Lille, France. pp.1-4
...
hal-02279425v1  Conference papers
Maxime VonoNicolas DobigeonPierre Chainais. Sparse Bayesian binary logistic regression using the split-and-augmented Gibbs sampler
IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2018), Sep 2018, Aalborg, Denmark. pp.1-6
...
hal-01687163v1  Conference papers
Clément ElviraNicolas DobigeonPierre Chainais. Bayesian Nonparametric Subspace Estimation
ICASSP 2017 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2017, New Orleans, United States. ⟨10.1109/ICASSP.2017.7952556⟩
hal-02628783v1  Journal articles
Tatsumi UezatoMathieu FauvelNicolas Dobigeon. Hyperspectral unmixing with spectral variability using adaptive bundles and double sparsity
IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2019, 57 (6), pp.3980-3992. ⟨10.1109/TGRS.2018.2889256⟩
...
hal-01387760v1  Conference papers
Abderrahim HalimiNicolas DobigeonJean-Yves TourneretPaul Honeine. A new Bayesian unmixing algorithm for hyperspectral images mitigating endmember variability
ICASSP 2015, 40th IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2015, Brisbane, Australia. pp.2469-2473, ⟨10.1109/ICASSP.2015.7178415⟩
...
hal-01377331v1  Conference papers
Abderrahim HalimiNicolas DobigeonJean-Yves TourneretPaul Honeine. Hyperspectral unmixing accounting for spatial correlations and endmember variability
7th IEEE Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS 2015), Jun 2015, Tokyo, Japan. pp. 1-4
hal-00455585v1  Journal articles
Nicolas DobigeonSaïd MoussaouiMartial CoulonJean-Yves TourneretAlfred Hero. Joint Bayesian endmember extraction and linear unmixing for hyperspectral imagery
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2009, 57 (11), pp.4355-4368. ⟨10.1109/TSP.2009.2025797⟩