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hal-02797359v1  Conference papers
Mathieu FauvelAnthony ZulloFrédéric Ferraty. Nonlinear parsimonious feature selection for the classification of hyperspectral images
6. Workshop on Hyperspectral image and signal processing: evolution in remote sensing, Jun 2014, Lausanne, Switzerland. 4 p
hal-02617946v1  Journal articles
X. HuangX. X. ZhuF. Dell'AcquaMathieu FauvelM. Dalla Mura et al.  Foreword to the Special Issue on Recent Advances in Processing of High-Spatial-Resolution Remote Sensing Data
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, 2019, 12 (8), pp.2588-2593. ⟨10.1109/JSTARS.2019.2936980⟩
hal-02741880v1  Conference papers
David SheerenMathieu FauvelCarole PlanqueJerome WillmJean-Francois Dejoux. Tree species discrimination in temperate woodland using high spatial resolution Formosat-2 time series
8. International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp), Jul 2015, Annecy, France
hal-02740723v1  Conference papers
Anthony ZulloMathieu FauvelFrédéric FerratyMichel GoulardPhilippe Vieu. Non-parametric functional methods for hyperspectral image classification
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2014, Quebec, Canada. pp.4, ⟨10.1109/IGARSS.2014.6947217⟩
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hal-02348223v1  Conference papers
Adrien LagrangeMathieu FauvelStéphane MayNicolas Dobigeon. A Bayesian model for joint unmixing and robust classification of hyperspectral image
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada. pp.3399-3404
hal-02734815v1  Conference papers
Tatsumi UezatoMathieu FauvelNicolas Dobigeon. Lidar-Driven spatial regularization for hyperspectral unmixing
38. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2018, Valencia, Spain
hal-02785275v1  Conference papers
Mathieu FauvelTatsumi UezatoRémi DuflotNicolas DobigeonAude Vialatte et al.  Ecosystem services assessment using hyperspectral images
5. Colloque de la Société Française de Photogrammétrie et Télédétection - Groupe Hyperspectrale (SFPT-GH), May 2017, Brest, France
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hal-02319750v1  Conference papers
Tatsumi UezatoMathieu FauvelNicolas Dobigeon. LiDAR-driven spatial regularization for hyperspectral unmixing
IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2018), Jul 2018, Valencia, Spain. pp.1740-1743
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hal-02290011v1  Conference papers
Tatsumi UezatoMathieu FauvelNicolas Dobigeon. A multiple endmember mixing model to handle spectral variability
9th IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS 2018), Sep 2018, Amsterdam, Netherlands. pp.1
hal-01990156v1  Conference papers
Mathieu FauvelRémi DuflotTatsumi UezatoNicolas DobigeonAude Vialatte et al.  Prédiction des services écosystémiques dans les paysages agricoles par télédétection hyperspectrale
6. Colloque de la Société Française de Photogrammétrie et Télédétection - Groupe Hyperspectrale (SFPT-GH), May 2018, Montpellier, France
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hal-02276255v1  Poster communications
Alexandre ConstantinMathieu FauvelStéphane GirardSerge Iovleff. Classification de Signaux Multidimensionnels Irrégulièrement Échantillonnés
GRETSI 2019 - 27e Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
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hal-02092347v1  Poster communications
Alexandre ConstantinMathieu FauvelStéphane GirardSerge Iovleff. Supervised classification of multidimensional and irregularly sampled signals
Statlearn 2019 - Workshop on Challenging problems in Statistical Learning, Apr 2019, Grenoble, France. pp.1
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⟩
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hal-02902965v1  Journal articles
Adrien LagrangeMathieu FauvelStéphane MayNicolas Dobigeon. Matrix cofactorization for joint spatial-spectral unmixing of hyperspectral images
IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2020, 58 (7), pp.4915-4927. ⟨10.1109/TGRS.2020.2968541⟩
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hal-02419452v1  Conference papers
Adrien LagrangeMathieu FauvelStéphane MayJosé M. Bioucas-DiasNicolas Dobigeon. Cofactorisation de matrices pour le démélange et la classification conjoints d'images hyperspectrales
7e Colloque du groupe SFPT-GH : Groupe Hyperspectral de la Société Française de Photogrammétrie et de Télédétection (SFPT-GH 2019), Jul 2019, Toulouse, France. pp.1
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hal-02419433v1  Conference papers
Adrien LagrangeMathieu FauvelStéphane MayJosé M. Bioucas-DiasNicolas Dobigeon. Cofactorisation de matrices pour le démélange et la classification conjoints d'images hyperspectrales
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-02733782v1  Conference papers
Nicolas KarasiakDavid SheerenMathieu FauvelJerome WillmJean-Francois Dejoux et al.  Mapping tree species of forests in southwest France using Sentinel-2 image time series
9.IEEE international Workshop on the Analysis of Multitemporal Remote Sensing Images, Jun 2017, Bruges, Belgium. 290 p