Unmixing polarimetric radar images based on land cover type before target decomposition. - Sébastien Giordano; Grégoire Mercier; Jean-Paul Rudant (IGARSS, 2014)

Assessment of the relevance of information derived from the unmixing of polarimetric radar images. - Sébastien Giordano; Grégoire Mercier; Jean-Paul Rudant (IGARSS, 2015)

Démélange d'images radar polarimétrique par séparation thématique de sources. (Unmixing polarimetric radar images based on land cover type). - Sébastien Giordano (2015)

Fully automatic analysis of archival aerial images current status and challenges. - Sébastien Giordano; Arnaud Le Bris; Clément Mallet (JURSE, 2017)

Crop-Rotation Structured Classification using Multi-Source Sentinel Images and LPIS for Crop Type Mapping. - Simon Bailly; Sébastien Giordano; Loïc Landrieu; Nesrine Chehata (IGARSS, 2018)

Unmixing Polarimetric Radar Images Based on Land Cover Type Identified by Higher Resolution Optical Data Before Target Decomposition: Application to Forest and Bare Soil. - Sébastien Giordano; Grégoire Mercier; Jean-Paul Rudant (IEEE Trans. Geosci. Remote. Sens., 2018)

Time-Space Tradeoff in Deep Learning Models for Crop Classification on Satellite Multi-Spectral Image Time Series. - Vivien Sainte Fare Garnot; Loïc Landrieu; Sébastien Giordano; Nesrine Chehata (IGARSS, 2019)

Challenges in Grassland Mowing Event Detection with Multimodal Sentinel Images. - Anatol Garioud; Sébastien Giordano; Silvia Valero; Clément Mallet (MultiTemp, 2019)

Satellite Image Time Series Classification With Pixel-Set Encoders and Temporal Self-Attention. - Vivien Sainte Fare Garnot; Loïc Landrieu; Sébastien Giordano; Nesrine Chehata (CVPR, 2020)

FLAIR #1: semantic segmentation and domain adaptation dataset. - Anatol Garioud; Stéphane Peillet; Eva Bookjans; Sébastien Giordano; Boris Wattrelos (CoRR, 2022)

FLAIR : a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical Imagery. - Anatol Garioud; Nicolas Gonthier; Loïc Landrieu; Apolline De Wit; Marion Valette; Marc Poupée; Sébastien Giordano; Boris Wattrelos (NeurIPS, 2023)

FLAIR #2: textural and temporal information for semantic segmentation from multi-source optical imagery. - Anatol Garioud; Apolline De Wit; Marc Poupée; Marion Valette; Sébastien Giordano; Boris Wattrelos (CoRR, 2023)

FLAIR-HUB: Large-scale Multimodal Dataset for Land Cover and Crop Mapping. - Anatol Garioud; Sébastien Giordano; Nicolas David; Nicolas Gonthier (CoRR, 2025)