Adrien Lagrange

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 10

Top Topics

Robust Classification

Hierarchical Bayesian

Top Venues

Pattern Recognit.

IEEE Trans. Computational Imaging

Publications

Adrien Lagrange, Mathieu Fauvel, Stéphane May, José M. Bioucas-Dias, Nicolas Dobigeon
Matrix cofactorization for joint representation learning and supervised classification - Application to hyperspectral image analysis. Neurocomputing 385 (2020)
Adrien Lagrange, Mathieu Fauvel, Stéphane May, Nicolas Dobigeon
Matrix Cofactorization for Joint Spatial-Spectral Unmixing of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 58 (7) (2020)
Adrien Lagrange, Mathieu Fauvel, Stéphane May, José M. Bioucas-Dias, Nicolas Dobigeon
Matrix Cofactorization for Joint Representation Learning and Supervised Classification - Application to Hyperspectral Image Analysis. CoRR (2019)
Adrien Lagrange, Mathieu Fauvel, Stéphane May, Nicolas Dobigeon
Matrix cofactorization for joint spatial-spectral unmixing of hyperspectral images. CoRR (2019)
Adrien Lagrange, Mathieu Fauvel, Stéphane May, José M. Bioucas-Dias, Nicolas Dobigeon
Matrix Cofactorization for Joint Unmixing and Classification of Hyperspectral Images. EUSIPCO (2019)
Adrien Lagrange, Mathieu Fauvel, Stéphane May, Nicolas Dobigeon
Hierarchical Bayesian image analysis: From low-level modeling to robust supervised learning. Pattern Recognit. 85 (2019)
Adrien Lagrange, Mathieu Fauvel, Stéphane May, Nicolas Dobigeon
A Bayesian Model for Joint Unmixing and Robust Classification of Hyperspectral Images. ICASSP (2018)
Adrien Lagrange, Mathieu Fauvel, Stéphane May, Nicolas Dobigeon
Hierarchical Bayesian image analysis: from low-level modeling to robust supervised learning. CoRR (2017)
Adrien Lagrange, Mathieu Fauvel, Manuel Grizonnet
Large-Scale Feature Selection With Gaussian Mixture Models for the Classification of High Dimensional Remote Sensing Images. IEEE Trans. Computational Imaging 3 (2) (2017)
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, Michal Shimoni, Gabriele Moser, Devis Tuia
Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest-Part A: 2-D Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (12) (2016)
Adrien Lagrange, Bertrand Le Saux, Anne Beaupère, Alexandre Boulch, Adrien Chan-Hon-Tong, Stéphane Herbin, Hicham Randrianarivo, Marin Ferecatu
Benchmarking classification of earth-observation data: From learning explicit features to convolutional networks. IGARSS (2015)