Benchmarking classification of earth-observation data: From learning explicit features to convolutional networks. - Adrien Lagrange; Bertrand Le Saux; Anne Beaupère; Alexandre Boulch; Adrien Chan-Hon-Tong; Stéphane Herbin; Hicham Randrianarivo; Marin Ferecatu (IGARSS, 2015)

Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest-Part A: 2-D Contest. - Manuel Campos-Taberner; Adriana Romero-Soriano; Carlo Gatta; Gustau Camps-Valls; Adrien Lagrange; Bertrand Le Saux; Anne Beaupère; Alexandre Boulch; Adrien Chan-Hon-Tong; Stéphane Herbin; Hicham Randrianarivo; Marin Ferecatu; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Large-Scale Feature Selection With Gaussian Mixture Models for the Classification of High Dimensional Remote Sensing Images. - Adrien Lagrange; Mathieu Fauvel; Manuel Grizonnet (IEEE Trans. Computational Imaging, 2017)

A Bayesian Model for Joint Unmixing and Robust Classification of Hyperspectral Images. - Adrien Lagrange; Mathieu Fauvel; Stéphane May; Nicolas Dobigeon (ICASSP, 2018)

Matrix Cofactorization for Joint Unmixing and Classification of Hyperspectral Images. - Adrien Lagrange; Mathieu Fauvel; Stéphane May; José M. Bioucas-Dias; Nicolas Dobigeon (EUSIPCO, 2019)

Hierarchical Bayesian image analysis: From low-level modeling to robust supervised learning. - Adrien Lagrange; Mathieu Fauvel; Stéphane May; Nicolas Dobigeon (Pattern Recognit., 2019)

From representation learning to thematic classification - Application to hierarchical analysis of hyperspectral images. (De l'apprentissage de représentation à la classification thématique - Application à l'analyse hiérarchique d'images hyperspectrales). - Adrien Lagrange (2019)

Matrix cofactorization for joint representation learning and supervised classification - Application to hyperspectral image analysis. - Adrien Lagrange; Mathieu Fauvel; Stéphane May; José M. Bioucas-Dias; Nicolas Dobigeon (Neurocomputing, 2020)

Matrix Cofactorization for Joint Spatial-Spectral Unmixing of Hyperspectral Images. - Adrien Lagrange; Mathieu Fauvel; Stéphane May; Nicolas Dobigeon (IEEE Trans. Geosci. Remote. Sens., 2020)