Arnaud Le Bris

Arnaud Le Bris

Enseignant-Chercheur

Équipe(s) STRUDEL

Page personnelle

Publications

Journaux internationaux

Lanfa LiuZichen TongZhanchuan CaiHao WuRongchun ZhangArnaud Le BrisAna-Maria Olteanu-RaimondHierU-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. CarrèreMalik ChamiY. ConstansY. DerimianAlice DupiauMarie DumontS. DozS. FabreP.Y. FoucherH. HerbinStéphane JacquemoudM. LangArnaud Le BrisP. LitvinovS. LoyerR. MarionA. MinghelliT. MiraglioDavid SheerenB. SzymanskiF. RomandC. DesjardinsD. RodatB. CheulEnd-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 GadalRahim AguejdadYannick DevilleMauro Dalla MuraClément MalletArnaud Le BrisMoussa Sofiane KarouiFatima Zohra BenhaloucheKhelifa DjerririSophie FabreJosselin AvalHyperspectral 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-DeseillignyManochehr NamiranianArnaud Le BrisUAV-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. FoodyM. RifflerT. GasberLaurence JolivetArnaud Le BrisYann MénerouxLanfa LiuMarc PoupéeMarie GombertUse 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 ChituSidonie ChristopheCarl ForteliusRafiq HamdiAude LemonsuAdriaan PerrelsBert van SchaeybroeckBen Wichers SchreurLiliana VeleaYasmina BeddarJean-Christophe CalvetAndy DelclooArsène DruelFrançois DuchêneGuillaume DumasAlexandru DumitrescuJacques GautierMarine GoretMatti HorttanainenRostislav KouznetsovArnaud Le BrisShirley LecorreBenjamin Le RoyYuliia PalamarchukGwendall PetitReija RuuhelaOlli SarankoMikhail SofievPilvi SiljamoHans van de VyverPeter van VelthovenAthanasios VotsisThe Urban Climate Services URCLIM project. Climate services, 2020, 20, pp.100194. ⟨10.1016/j.cliser.2020.100194⟩
Lanfa LiuAna-Maria Olteanu-RaimondLaurence JolivetArnaud Le BrisLinda SeeA 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
Moussa Sofiane KarouiFatima Zohra BenhaloucheYannick DevilleKhelifa DjerririXavier BriottetThomas HouetArnaud Le BrisChristiane WeberPartial Linear NMF-Based Unmixing Methods for Detection and Area Estimation of Photovoltaic Panels in Urban Hyperspectral Remote Sensing Data. Remote Sensing, 2019, 11 (8), pp.2164. ⟨10.3390/rs11182164⟩
Oussama EnnafiiArnaud Le BrisFlorent LafargeClément MalletA learning approach to evaluate the quality of 3D city models. Photogrammetric engineering and remote sensing, 2019, 85 (12), pp.865 - 878. ⟨10.14358/PERS.85.12.865⟩
Cyril WendlArnaud Le BrisNesrine ChehataAnne PuissantTristan PostadjianFusion tardive d’images SPOT 6/7 et de données multitemporelles Sentinel-2 pour la détection de la tache urbaine. Revue Française de Photogrammétrie et de Télédétection, 2018, Colloque CFPT 2018, 217-218 (n° special), pp.87-97. ⟨10.52638/rfpt.2018.415⟩
Arnaud Le BrisSébastien GiordanoClément 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⟩
Tristan PostadjianArnaud Le BrisHichem SahbiClément MalletClassification à très large échelle d'images satellite à très haute résolution spatiale par réseaux de neurones convolutifs. Revue Française de Photogrammétrie et de Télédétection, 2018, colloque CFPT 2018, 217-218 (n° spécial), pp.73-86. ⟨10.52638/rfpt.2018.418⟩
Clément DechesneClément MalletArnaud Le BrisValérie Gouet-BrunetSemantic segmentation of forest stands of pure species combining airborne lidar data and very high resolution multispectral imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 126, pp.129-145. ⟨10.1016/j.isprsjprs.2017.02.011⟩
Nesrine ChehataKarim GharianiArnaud Le BrisPhilippe LagacherieDélimitation des parcelles agricoles par classification d'images Pléiades. Revue Française de Photogrammétrie et de Télédétection, 2015, 209, pp.165-171. ⟨10.52638/rfpt.2015.220⟩
Karine AdelineArnaud Le BrisFabien CoubardXavier BriottetNicolas PaparoditisFrançoise ViallefontNicolas RiviereJean-Pierre PapelardNicolas DavidPhilippe DéliotJoël DuffautLaurent PoutierPierre-Yves FoucherVéronique AchardJean-Philippe SouchonChristian ThomSylvain AiraultGregoire MailletDescription de la campagne aéroportée UMBRA : étude de l'impact anthropique sur les écosystèmes urbains et naturels avec des images THR multispectrales et hyperspectrales,Urban material characterization in the sun and shade of built-up structures and trees and their retrieval from airborne image acquisitions over two French cities (UMBRA). Revue Française de Photogrammétrie et de Télédétection, 2013, 202, pp.79-92. ⟨10.52638/rfpt.2013.53⟩
A. Le BrisL. LombezS. LaribiG. BoissierPhilippe ChristolJean-François GuillemolesThermalisation rate study of GaSb-based heterostructures by continuous wave photoluminescence and their potential as hot carrier solar cell absorbers. Energy & Environmental Science, 2012, 5 (3), ⟨10.1039/C2EE02843C⟩

Vulgarisation

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

Conférences invitées

Emna Sellami-KaanicheBernard de GouvelloArnaud Le BrisMarie-Christine GromaireGhassan ChebboModelling the Zn emissions from roofing materials at Créteil city scale - Defining a methodology. 12th edition of the World Wide Workshop for Young Environmental Scientists (WWW-YES-2012) - Urban waters: resource or risks?, May 2012, Arcueil, 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 LefèvreArnaud Le BrisLOW 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⟩
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⟩
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⟩
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
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 GautierAmine BourkiEnjeux 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 LafargeClément MalletAn 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 ValletArnaud Le BrisGaëlle RomeyerGuy Le BesneraisFlora WeissgerberGilles FoulonVincent GaudissartChristophe TriquetMichael DarquesGwenaël SouilleLaurent GabetCedrik FerreroThanh-Long HuynhEmeric LavergneAI4GEO: 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⟩
Christiane WeberThomas HouetSébastien GadalRahim AguejdadGrzegorz SkupinskiYannick DevilleJocelyn ChanussotMauro Dalla MuraXavier BriottetClément MalletArnaud Le BrisHYEP HYperspectral imagery for Environmental urban Planning : principaux résultats. SFPT-GH 2019 - 7ème colloque scientifique du groupe hyperspectral de la SFPT-GH, ONERA - SFTP, Jul 2019, Toulouse, France
Arnaud Le BrisSébastien 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
Arnaud Le BrisNesrine ChehataUrban morpho-types classification from SPOT-6/7 imagery and Sentinel-2 time series. 2019 Joint Urban Remote Sensing Event (JURSE), May 2019, Vannes, France. pp.1-4, ⟨10.1109/JURSE.2019.8808988⟩
Oussama EnnafiiArnaud Le BrisFlorent LafargeClément MalletQualification sémantique de modèles 3D de bâtiments.,Semantic evaluation of building 3D models.. Extraction d'attributs et apprentissage pour l'analyse des images de télédétection, GdR ISIS, Oct 2018, Paris, France
Oussama EnnafiiArnaud Le BrisFlorent LafargeClément MalletQualification sémantique de modèles 3D de bâtiments. Conférence Française de Photogrammétrie et de Télédétection, Jun 2018, Champs-sur-Marne, France
Moussa Sofiane KarouiFatima Zohra BenhaloucheYannick DevilleKhelifa DjerririXavier BriottetArnaud Le BrisDetection and area estimation for photovoltaic panels in urban hyperspectral remote sensing data by an original nmf-based unmixing method. IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valence, Spain. pp.1640-1643, ⟨10.1109/IGARSS.2018.8518204⟩
Clément DechesneClément MalletArnaud Le BrisValérie Gouet-BrunetForest stand extraction: which optimal remote sensing data source(s)?. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2018, Valencia, Spain
Moussa KarouiFatima Zohra BenhaloucheYannick DevilleKhelifa DjerririXavier BriottetThomas HouetArnaud Le BrisAN NMF-BASED UNMIXING METHOD WITH KNOWN SPECTRA OF PHOTOVOLTAIC PANELS FOR THEIR DETECTION AND AREA ESTIMATION FROM URBAN HYPERSPECTRAL REMOTE SENSING DATA. SFPT-GH 2018 conference, May 2018, Montpellier, France
Sébastien GiordanoArnaud Le BrisC. 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⟩
Tristan PostadjianArnaud Le BrisHichem SahbiClément MalletInvestigating the potential of deep neural networks for large-scale classification of very high resolution satellite images. ISPRS Hannover Workshop 2017, Jun 2017, Hanovre, Germany. pp.183-190, ⟨10.5194/isprs-annals-IV-1-W1-183-2017⟩
Walid OuerghemmiArnaud Le BrisNesrine ChehataClément MalletA two-step decision fusion strategy: application to hyperspectral and multispectral images for urban classification. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, May 2017, Hanover, Germany. pp.167-174, ⟨10.5194/isprs-archives-XLII-1-W1-167-2017⟩
Clément DechesneClément MalletArnaud Le BrisValérie Gouet-BrunetHow to combine LIDAR and very high resolution multispectral images for forest stand segmentation?. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2017, Fort Worth, United States
Clément DechesneClément MalletArnaud Le BrisValérie Gouet-BrunetAlexandre HervieuForest stand segmentation using airborne Lidar data and very high resolution multispectral imagery. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, Jul 2016, Prague, Czech Republic. pp.207-214, ⟨10.5194/isprs-archives-XLI-B3-207-2016⟩
Alexandre HervieuArnaud Le BrisClément MalletFusion of hyperspectral and VHR multispectral image classifications in urban α–areas. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Jul 2016, Prague, Czech Republic. pp.457-464, ⟨10.5194/isprs-annals-III-3-457-2016⟩
Arnaud Le BrisNesrine ChehataXavier BriottetNicolas PaparoditisOptimisation de configuration spectrale pour la classification de données hyperspectrales - Exemple d'application aux milieux urbains. 3. Colloque scientifique SFPT-GH, May 2014, Porquerolles, France

Conférences internationales

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 GauciArnaud Le BrisManchun LeiEmanuele ColicaImplementation 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⟩
Anne PuissantArnaud SelléNicolas BaghdadiVincent ThiérionArnaud Le BrisJean-Louis C. H. RoujeanThe "urban" component of the French Land Data and Services Centre (Theia). JURSE 2019 Joint Urban Remote Sensing Event, IEEE, May 2019, Vannes, France. pp.4, ⟨10.1109/JURSE.2019.8808998⟩
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⟩
Arnaud Le BrisNesrine ChehataSensitivity of urban material classification to spatial and spectral configurations from visible to short-wave infrared. Joint Urban Remote Sensing Event (JURSE 2019), May 2019, Vannes, France. ⟨10.1109/JURSE.2019.8809029⟩
Oussama EnnafiiArnaud Le BrisFlorent LafargeClément MalletScalable Evaluation of 3D City Models. IGARSS 2019 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. ⟨10.1109/IGARSS.2019.8899337⟩
Tristan PostadjianArnaud Le BrisHichem SahbiClément MalletDomain Adaptation for Large Scale Classification of Very High Resolution Satellite Images with Deep Convolutional Neural Networks. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2018, Valencia, Spain. pp.3623-3626, ⟨10.1109/IGARSS.2018.8518799⟩
Tristan PostadjianArnaud Le BrisClément MalletHichem SahbiSuperpixel Partitioning of Very High Resolution Satellite Images for Large-Scale Classification Perspectives with Deep Convolutional Neural Networks. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2018, Valencia, Spain. pp.1328-1331, ⟨10.1109/IGARSS.2018.8519222⟩
Clément DechesneClément MalletArnaud Le BrisValérie Gouet-BrunetSegmentation sémantique de données de télédétection multimodale: application aux peuplements forestiers. ORASIS 2017, GREYC, Jun 2017, Colleville-sur-Mer, France
Sébastien GiordanoArnaud Le BrisClément 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⟩
Clément DechesneClément MalletArnaud Le BrisValérie Gouet-BrunetSemantic segmentation of forest stands of pure species as a global optimization problem. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, 2017, Hannover, France. pp.141-148, ⟨10.5194/isprs-annals-IV-1-W1-141-2017⟩
Arnaud Le BrisNesrine ChehataXavier BriottetNicolas PaparoditisExtraction of optimal spectral bands using hierarchical band merging out of hyperspectral data. ISPRS Geospatial Week 2015, Sep 2015, La Grande-Motte, France. pp.459-465, ⟨10.5194/isprsarchives-XL-3-W3-459-2015⟩
Mahmoud Mohammed Sidi YoussefClément MalletNesrine ChehataArnaud Le BrisAdrien GressinCombining top-down and bottom-up approaches for building detection in a single very high resolution satellite image. IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec City, Canada. pp.4820-4823, ⟨10.1109/IGARSS.2014.6947573⟩