Sébastien Giordano

According to our database, Sébastien Giordano authored at least 12 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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 : 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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

FLAIR #1: semantic segmentation and domain adaptation dataset.

Anatol Garioud, Stéphane Peillet, Eva Bookjans, Sébastien Giordano, Boris Wattrelos

CoRR, 2022

2020

Satellite Image Time Series Classification With Pixel-Set Encoders and Temporal Self-Attention.

Vivien Sainte Fare Garnot, Loïc Landrieu, Sébastien Giordano, Nesrine Chehata

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Challenges in Grassland Mowing Event Detection with Multimodal Sentinel Images.

Anatol Garioud, Sébastien Giordano, Silvia Valero, Clément Mallet

Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

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

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

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

Crop-Rotation Structured Classification using Multi-Source Sentinel Images and LPIS for Crop Type Mapping.

Simon Bailly, Sébastien Giordano, Loïc Landrieu, Nesrine Chehata

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Fully automatic analysis of archival aerial images current status and challenges.

Sébastien Giordano, Arnaud Le Bris, Clément Mallet

Proceedings of the Joint Urban Remote Sensing Event, 2017

2015

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

Sébastien Giordano

PhD thesis, 2015

Assessment of the relevance of information derived from the unmixing of polarimetric radar images.

Sébastien Giordano, Grégoire Mercier, Jean-Paul Rudant

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Unmixing polarimetric radar images based on land cover type before target decomposition.

Sébastien Giordano, Grégoire Mercier, Jean-Paul Rudant

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014