Arnaud Le Bris

Arnaud Le Bris

Lecturer

STRUDEL team(s)

Personal webpage

Publications

International Journals

Lanfa LiuZichen TongZhanchuan CaiHao Wuet alHierU-Net: A Hierarchical Semantic Segmentation Method for Land Cover Mapping. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, pp.1-14. ⟨10.1109/TGRS.2024.3376432⟩
Xavier BriottetK. AdelineT. BajjoukV. Carrèreet alEnd-to-end simulations to optimize imaging spectroscopy mission requirements for seven scientific applications. ISPRS Open Journal of Photogrammetry and Remote Sensing, 2024, 12, pp.100060. ⟨10.1016/j.ophoto.2024.100060⟩
Martin CubaudLaurence JolivetArnaud Le BrisAna-Maria Olteanu-RaimondAssessing the transferability of a multi-source land use classification workflow across two heterogeneous urban and rural areas,Évaluation de la transférabilité d'un processus de classification de l'usage des sols à partir de sources multiples dans deux zones urbaines et rurales hétérogènes. International Journal of Digital Earth, 2024, 17 (1), ⟨10.1080/17538947.2024.2376274⟩
Vahid NasiriArnaud Le BrisAli Asghar DarvishsefatFardin MoradiIntegration of radar and optical sentinel images for land use mapping in a complex landscape (case study: Arasbaran Protected Area). Arabian Journal of Geosciences, 2022, 15 (24), pp.1759. ⟨10.1007/s12517-022-11035-z⟩
Christiane WeberXavier BriottetThomas HouetSébastien Gadalet alHyperspectral imagery and urban areas: results of the HYEP project,Imagerie Hyperspectrale Et Zones Urbaines: Résultats Du Projet HYEP. Revue Française de Photogrammétrie et de Télédétection, 2022, 224 (1), pp.75-92. ⟨10.52638/rfpt.2022.589⟩
Vahid NasiriAli.A. DarvishsefatHossein ArefiMarc Pierrot-Deseillignyet alUAV-based canopy height modeling under leaf-on and leaf-off conditions for determining tree height and crown diameter (Case study: Hyrcanian mixed forest). Canadian Journal of Forest Research, 2021, ⟨10.1139/cjfr-2020-0125⟩
Ana-Maria Olteanu-RaimondLinda SeeM. SchultzG. Foodyet alUse of Automated Change Detection and VGI Sources for Identifying and Validating Urban Land Use Change. Remote Sensing, 2020, 12 (7), pp.1186. ⟨10.3390/rs12071186⟩
Valéry MassonErwan BocherBénédicte BucherZenaida Chituet alThe Urban Climate Services URCLIM project. Climate services, 2020, 20, pp.100194. ⟨10.1016/j.cliser.2020.100194⟩
Lanfa LiuAna-Maria Olteanu-RaimondLaurence JolivetArnaud Le Briset alA data fusion-based framework to integrate multi-source VGI in an authoritative land use database. International Journal of Digital Earth, 2020, 5 (11), pp.217

Popularization

Martin CubaudArnaud Le BrisLaurence JolivetAna-Maria Olteanu-RaimondMise à jour de données d'occupation du sol. 32e Journée de la recherche IGN, Mar 2023, Champs Sur Marne, France

Communications

Arnaud Le BrisUsing historical aerial photogrammetric campaigns to retrieve the evolution of territories,HIATUS. EuroSDR Workshop on "Historical and time stamped data for SDGs", EuroSDR, Apr 2024, Zagreb, Croatia
Guglielmo Fernandez GarciaIris de GélisThomas CorpettiSébastien Lefèvreet alLOW SUPERVISION" DEEP CLUSTER CHANGE DETECTION (CDCLUSTER) ON REMOTE SENSING RGB DATA: TOWARDS THE UNSUPERVISING CLUSTERING FRAMEWORK. IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. pp.6656-6659, ⟨10.1109/IGARSS52108.2023.10282898⟩
Arnaud Le BrisGeometric and radiometric processing of historical aerial photogrammetric campaigns. 2nd EuroSDR Workshop on "Geoprocessing and Archiving of Historical Aerial Images", EuroSDR, Dec 2022, Rome, Italy
Lâmân LelégardArnaud Le BrisSébastien 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⟩
Daniela CraciunArnaud Le BrisAutomatic algorithm for georeferencing historical-to-nowadays aerial images acquired in natural environments. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Jun 2022, Nice, France. pp.21-28, ⟨10.5194/isprs-archives-XLIII-B2-2022-21-2022⟩
Hermann TagneArnaud Le BrisDavid MonkamClément MalletClassification of Vegetation classes by using Time Series of Sentinel-2 images for large scale mapping in Cameroon. XXIVth ISPRS Congress, Jun 2022, Nice, France. pp.673 - 680, ⟨10.5194/isprs-annals-v-3-2022-673-2022⟩
Bénédicte BucherSidonie ChristopheArnaud Le BrisJacques Gautieret alEnjeux en géomatiques posés par la conception de services climatiques urbains,le projet URCLIM. 30ième journées de la recherche de l'IGN-ENSG, ENSG, May 2021, Marne la vallée (en distanciel), France
Oussama EnnafiiOussama EnnafiiArnaud Le BrisFlorent Lafargeet alAn efficient representation of 3D buildings: application to the evaluation of city models. ISPRS 2021 - XXIVth Congress of the International Society for Photogrammetry and Remote Sensing, Jul 2021, Nice / Virtual, France. pp.329 - 336, ⟨10.5194/isprs-archives-xliii-b2-2021-329-2021⟩
Pierre-Marie BrunetPierre LassalleSimon BaillarinBruno Valletet alAI4GEO: A data intelligence platform for 3D geospatial mapping. 24th ISPRS Congress Commission II: Imaging Today, Foreseeing Tomorrow, Jul 2021, Online, France. pp.817-823, ⟨10.5194/isprs-archives-XLIII-B2-2021-817-2021⟩
Clément MalletArnaud Le BrisCurrent challenges in operational very high resolution land-cover mapping. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Aug 2020, Nice, France. pp.703-710, ⟨10.5194/isprs-archives-XLIII-B2-2020-703-2020⟩
Hermann TagneArnaud Le BrisD. MonkamClément MalletClassification of time series of Sentinel-2 images for large scale mapping in Cameroon. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Aug 2020, Nice, France. pp.633-640, ⟨10.5194/isprs-archives-XLIII-B3-2020-633-2020⟩
Olivier StockerArnaud Le BrisCan SPOT-6/7 CNN semantic segmentation improve Sentinel-2 based Land Cover products? Sensor assessment and fusion. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Aug 2020, Nice, France. pp.557-564, ⟨10.5194/isprs-annals-V-2-2020-557-2020⟩
Arnaud Le BrisSébastien GiordanoClément 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⟩

International conferences

Martin CubaudArnaud Le BrisLaurence JolivetAna-Maria Olteanu-RaimondInterpretability of a multi-source Land Use classification machine learning model using a SHAP approach,Interprétabilité d'un modèle multi-source d'apprentissage automatique pour la classification de l'usage du sol à l'aide de l'approche SHAP. Conférence Spatial Analysis and GEOmatics (SAGEO) 2025 - La Science de l'Information Géographique dans tous ses états, May 2025, Avignon, France
Martin CubaudArnaud Le BrisLaurence JolivetAna-Maria Olteanu-RaimondCOMPARISON OF TWO DATA FUSION APPROACHES FOR LAND USE CLASSIFICATION,COMPARAISON DE DEUX APPROCHES DE FUSION DE DONNÉES POUR LA CLASSIFICATION DES USAGES DU SOL. ISPRS Geospatial Week 2023, Sep 2023, Caire, Egypt. pp.699-706, ⟨10.5194/isprs-archives-XLVIII-1-W2-2023-699-2023⟩
Antoine CornuLuciano GaloneSebastiano d'AmicoAdam Gauciet alImplementation of the log-transformed band ratio algorithm on images of WorldView-3 and Sentinel-2 for bathymetry mapping of a pocket beach of Malta. 2022 IEEE International Workshop on Metrology for the Sea; Learning to Measure Sea Health Parameters (MetroSea), Oct 2022, Milazzo, France. pp.493-496, ⟨10.1109/MetroSea55331.2022.9950982⟩
Lâmân LelégardArnaud Le BrisSébastien 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⟩
Oussama EnnafiiClément MalletArnaud Le BrisFlorent LafargeThe necessary yet complex evaluation of 3D city models: a semantic approach. JURSE 2019 - Joint Urban Remote Sensing Event, May 2019, Vannes, France. ⟨10.1109/JURSE.2019.8809002⟩