Sébastien Giordano

Sébastien Giordano

Sébastien Giordano

Researcher

STRUDEL team(s)

Personal webpage

Publications

International Journals

	Nicolas David Sébastien Giordano Clément MalletInvestigating operational country-level crop monitoring with Sentinel~1 and~2 imagery. Remote Sensing Letters, 2021, 12 (10), pp.970-982
	Anatol Garioud Silvia Valero Sébastien Giordano Clément MalletRecurrent-based regression of Sentinel time series for continuous vegetation monitoring. Remote Sensing of Environment, 2021, 263, pp.112419. ⟨10.1016/j.rse.2021.112419⟩
	Sébastien Giordano Simon Bailly Loic Landrieu Nesrine ChehataImproved Crop Classification with Rotation Knowledge using Sentinel-1 and -2 Time Series. Photogrammetric engineering and remote sensing, 2020, 86, pp.431 - 441. ⟨10.14358/pers.86.7.431⟩
	Arnaud Le Bris Sébastien Giordano Clément MalletVers une remise en géométrie automatique des prises de vue aériennes historiques photogrammétriques. Revue Française de Photogrammétrie et de Télédétection, 2018, 217-218, pp.11-23. ⟨10.52638/rfpt.2018.417⟩
	Sébastien Giordano Grégoire Mercier Jean-Paul RudantUnmixing Polarimetric Radar Images Based on Land Cover Type Identified by Higher Resolution Optical Data Before Target Decomposition: Application to Forest and Bare Soil. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56 (10), pp.5850-5862. ⟨10.1109/TGRS.2018.2827258⟩

Communications

	Lâmân Lelégard Arnaud Le Bris Sébastien GiordanoImproving Local Adaptive Filtering Method Employed in Radiometric Correction of Analogue Airborne Campaigns. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Jun 2022, Nice, France. pp.1217-1222, ⟨10.5194/isprs-archives-XLIII-B3-2022-1217-2022⟩
	Anatol Garioud Silvia Valero Sébastien Giordano Clément MalletOn the joint exploitation of optical and SAR imagery for grassland monitoring.. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLIII-B3-2020, ISPRS, Aug 2020, Online, France. pp.591-598, ⟨10.5194/isprs-archives-XLIII-B3-2020-591-2020⟩
	Arnaud Le Bris Sébastien Giordano Clément MalletCNN semantic segmentation to retrieve past land cover out of historical orthoimages and DSM: first experiments. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Aug 2020, Nice, France. pp 1013 - 1019, ⟨10.5194/isprs-annals-V-2-2020-1013-2020⟩
	Anatol Garioud Silvia Valero Sébastien Giordano Clément MalletJoint analysis of SAR and optical satellite images time series for grassland mowing event detection.. ILUS International Land Use Symposium 2019, Land use changes: Trends and projections, Dec 2019, Paris, France
	Arnaud Le Bris Sébastien GiordanoArchival aerial photogrammetric surveys: a data source to study land use/cover evolution over the last century – opportunities and issues. International Land Use Symposium (ILUS 2019), Dec 2019, Paris, France
	Anatol Garioud Sébastien Giordano Silvia Valero Clément MalletChallenges in Grassland Mowing Event Detection with Multimodal Sentinel Images. 2019 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), Aug 2019, Shanghai, China. pp.1-4, ⟨10.1109/Multi-Temp.2019.8866914⟩
	Sébastien Giordano Arnaud Le Bris C. MalletToward automatic georeferencing of archival aerial photogrammetric surveys. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Jun 2018, Riva del Garda, Italy. pp.105-112, ⟨10.5194/isprs-annals-IV-2-105-2018⟩

International conferences

	Anatol Garioud Nicolas Gonthier Loic Landrieu Apolline De Wit Marion Valette Marc Poupée Sébastien Giordano Boris WattrelosFLAIR: a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical Imagery. NeurIPS Dataset and Benchmark, 2023, New Orleans, United States
	Lâmân Lelégard Arnaud Le Bris Sébastien GiordanoCorrection of systematic radiometric inhomogeneity in scanned aerial campaigns using principal component analysis. XXIVth International Society for Photogrammetry and Remote Sensing Congress, French Society for Photogrammetry and Remote Sensing (SFPT), Jul 2021, Nice, France. pp.871--876, ⟨10.5194/isprs-annals-V-2-2020-871-2020⟩
	Vivien Sainte Fare Garnot Loic Landrieu Sebastien Giordano Nesrine ChehataSatellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention. CVPR 2020, Jun 2020, Seattle, United States
	Vivien Sainte Fare Garnot Loic Landrieu Sébastien Giordano N. ChehataTime-Space Tradeoff in Deep Learning Models for Crop Classification on Satellite Multi-Spectral Image Time Series. IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.6247-6250, ⟨10.1109/IGARSS.2019.8900517⟩
	Sébastien Giordano Arnaud Le Bris Clément MalletFully automatic analysis of archival aerial images current status and challenges. 2017 Joint Urban Remote Sensing Event (JURSE), Mar 2017, Dubai, United Arab Emirates. pp.1-4, ⟨10.1109/JURSE.2017.7924620⟩
	Sébastien Giordano Grégoire Mercier Jean-Paul RudantAssessment of the relevance of information derived from the unmixing of polarimetric radar images. IGARSS 2015 - 2015 IEEE International Geoscience and Remote Sensing Symposium, Jul 2015, Milan, Italy. pp.3778-3781, ⟨10.1109/IGARSS.2015.7326646⟩
	Sébastien Giordano Grégoire Mercier Jean-Paul RudantUnmixing polarimetric radar images based on land cover type before target decomposition. IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec City, Canada. pp.2790-2793, ⟨10.1109/IGARSS.2014.6947055⟩
	Sébastien Giordano Grégoire Mercier Jean-Paul RudantA PROPOSED FRAMEWORK TO UNMIX SCATTERING MECHANISMS OF POLARIMETRIC RADAR IMAGES USING VERY HIGH RESOLUTION OPTICAL. ISPRS Congress, Aug 2012, Melbourne, Australia

Reports or preprints

	Sébastien Giordano Simon Bailly Loic Landrieu Nesrine ChehataTemporal Structured Classification of Sentinel 1 and 2 Time Series for Crop Type Mapping. 2018

Dissertations (PhD theses and habilitations)

	Sébastien GiordanoDémélange d'images radar polarimétrique par séparation thématique de sources,Unmixing polarimetric radar images based on land cover type. Traitement du signal et de l'image [eess.SP]. Université Paris-Est, 2015. Français. ⟨NNT : 2015PESC1176⟩