Multi-thematic Exploitation of TerraSAR-X Images in the Context of the Kalideos Reference Dataseis. - Sébastien Garrigues; Stéphane May; Nicolas N. Baghdadi; Isabelle Champion; Jean-Luc Froger; Thierry Rabaute; Philippe Durand; Nadine Pourthié (IGARSS (2), 2009)

Urban Area Detection and Segmentation using OTB. - Stéphane May; Jordi Inglada (IGARSS (4), 2009)

Digital Elevation Model Computation with SPOT 5 Panchromatic and Multispectral Images using Low Stereoscopic Angle and Geometric Model Refinement. - Stéphane May; Christophe Latry (IGARSS (4), 2009)

La télédétection pour la cartographie de la trame verte en milieu agricole. Évaluation des potentialités d'images multi-angulaires à très haute résolution spatiale. - David Sheeren; Antoine Masse; Fanny Collard; Stéphane May; Danielle Ducrot; Mathieu Fauvel (Rev. Int. Géomatique, 2012)

Classification of hyperspectral images with Self Organizing Map. - Stéphane May (WHISPERS, 2013)

Primal sketch of image series with edge preserving filtering application to change detection. - Stéphane May; Charlotte Pelletier (MultiTemp, 2015)

Improving the extraction of crisis information in the context of flood, landslide, and fire rapid mapping using SAR and optical remote sensing data. - Claire Huber; Stephen Clandillon; Sandro Martinis; André Twele; Simon Plank; Jérôme Maxant; Wenxi Cao; Sadri Haouet; Hervé Yésou; Stéphane May (IGARSS, 2016)

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

Meteor Impact Detection on Mars with Change Detection Framework. - Stéphane May (IGARSS, 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)

A New Hyperspectral Unmixing Method Using Co-Registered Hyperspectral and Panchromatic Images. - Simon Rebeyrol; Yannick Deville; Véronique Achard; Xavier Briottet; Stéphane May (WHISPERS, 2019)

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

Using a Panchromatic Image to Improve Hyperspectral Unmixing. - Simon Rebeyrol; Yannick Deville; Véronique Achard; Xavier Briottet; Stéphane May (Remote. Sens., 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)

Comparison of convolutional neural networks for cloudy optical images reconstruction from single or multitemporal joint SAR and optical images. - Rémi Cresson; Nicolas Narçon; Raffaele Gaetano; Aurore Dupuis; Yannick Tanguy; Stéphane May; Benjamin Commandré (CoRR, 2022)

Graph Dynamic Earth Net: Spatio-Temporal Graph Benchmark for Satellite Image Time Series. - Corentin Dufourg; Charlotte Pelletier; Stéphane May; Sébastien Lefèvre (IGARSS, 2023)

Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach. - Pierre Adorni; Minh-Tan Pham; Stéphane May; Sébastien Lefèvre (CVPR Workshops, 2025)

On the use of Graphs for Satellite Image Time Series. - Corentin Dufourg; Charlotte Pelletier; Stéphane May; Sébastien Lefèvre (CoRR, 2025)