Clément Mallet

Clément Mallet

DR IGN

Équipe(s) STRUDEL

Page personnelle

Publications

Journaux internationaux

Nektarios ChrysoulakisGiorgos SomarakisMonika KufferClément Malletet alForeword to the Special Issue "Exploring the Potential of Urban Remote Sensing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, 18, pp.11323-11329. ⟨10.1109/JSTARS.2025.3559018⟩
Yizi ChenJoseph ChazalonEdwin CarlinetMinh Ôn Vũ Ngocet alAutomatic vectorization of historical maps: A benchmark. PLoS ONE, 2024, 19 (2), pp.e0298217. ⟨10.1371/journal.pone.0298217⟩
Qihao WengClément MalletNavigating the publishing landscape in times of revolutionary changes. ISPRS Journal of Photogrammetry and Remote Sensing, 2024, 215, pp.214-215. ⟨10.1016/j.isprsjprs.2024.07.008⟩
Hussein El AmouriThomas LampertPierre GançarskiClément MalletConstrained DTW preserving shapelets for explainable time-Series clustering. Pattern Recognition, 2023, 143, pp.109804. ⟨10.1016/j.patcog.2023.109804⟩
Luc BaudouxJordi IngladaClément MalletMulti-nomenclature,multi-resolution joint translation: an application to land-cover mapping. International Journal of Geographical Information Science, 2023, 37 (2), pp.403-437. ⟨10.1080/13658816.2022.2120996⟩
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⟩
Ekaterina KalinichevaLoic LandrieuClément MalletNesrine ChehataPredicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. International Journal of Applied Earth Observation and Geoinformation, 2022, 112, pp.102863. ⟨10.1016/j.jag.2022.102863⟩
Nicolas DavidSébastien GiordanoClément MalletInvestigating operational country-level crop monitoring with Sentinel~1 and~2 imagery. Remote Sensing Letters, 2021, 12 (10), pp.970-982
Luc BaudouxJordi IngladaClément MalletToward a Yearly Country-Scale CORINE Land-Cover Map without Using Images: A Map Translation Approach. Remote Sensing, 2021, 13 (6), pp.1060. ⟨10.3390/rs13061060⟩
Anatol GarioudSilvia ValeroSébastien GiordanoClément 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⟩
Erwan Giry FouquetMathieu FauvelClément MalletFast estimation for robust supervised classification with mixture model. Pattern Recognition Letters, 2021, 152, pp.320-326. ⟨10.1016/j.patrec.2021.10.020⟩
Sébastien LefèvreThomas CorpettiMonika KufferHannes Taubenbocket alForeword to the Special Issue on Paving the Way for the Future of Urban Remote Sensing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13, pp.6533-6536. ⟨10.1109/JSTARS.2020.3046096⟩
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⟩
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⟩
Clément MalletNesrine ChehataMauro Dalla MuraJean-Emmanuel Deschaudet alEditorial pour le numéro spécial CFPT'2018. Revue Française de Photogrammétrie et de Télédétection, 2018, Numéro double spécial Colloque CFPT 2018, 2017-2018
Jan Dirk WegnerDevis TuiaMichael YangClément MalletForeword to the theme issue on geospatial computer vision. ISPRS Journal of Photogrammetry and Remote Sensing, 2018, 140, pp.1-2. ⟨10.1016/j.isprsjprs.2017.12.011⟩
P. MarpuD. TuiaClément MalletForeword to the Special Issue on Urban Remote Sensing for Smarter Cities. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11 (8), pp.2575-2577. ⟨10.1109/JSTARS.2018.2863138⟩
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⟩
Loic LandrieuHugo Raguet RaguetBruno ValletClément Malletet alA structured regularization framework for spatially smoothing semantic labelings of 3D point clouds. ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 132, pp.102-118. ⟨10.1016/j.isprsjprs.2017.08.010⟩
Martin WeinmannMichael WeinmannClément MalletMathieu BrédifA Classification-Segmentation Framework for the Detection of Individual Trees in Dense MMS Point Cloud Data Acquired in Urban Areas. Remote Sensing, 2017, 9 (3), pp.277. ⟨10.3390/rs9030277⟩
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⟩
Devis TuiaJan Dirk WegnerClément MalletMichael Ying YangForeword to the Special Issue on “GeoVision: Computer Vision for Geospatial Applications”. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9 (7), pp.2840-2843. ⟨10.1109/JSTARS.2016.2586158⟩
António FerrazSassan SaatchiClément MalletStéphane Jacquemoudet alAirborne Lidar Estimation of Aboveground Forest Biomass in the Absence of Field Inventory. Remote Sensing, 2016, 8 (8), pp.653. ⟨10.3390/rs8080653⟩
Cecile CazalsSebastien RapinelPierre-Louis FrisonAnne Boniset alMapping and Characterization of Hydrological Dynamics in a Coastal Marsh Using High Temporal Resolution Sentinel-1A Images. Remote Sensing, 2016, 8 (7), pp.570. ⟨10.3390/rs8070570⟩
António FerrazClément MalletNesrine ChehataLarge-scale road detection in forested mountainous areas using airborne topographic lidar data. ISPRS Journal of Photogrammetry and Remote Sensing, 2016, 112 (3), pp.23-36. ⟨10.1016/j.isprsjprs.2015.12.002⟩
Yunsheng WangJuha HyyppäXinlian LiangHarri Kaartinenet alInternational Benchmarking of the Individual Tree Detection Methods for Modeling 3-D Canopy Structure for Silviculture and Forest Ecology Using Airborne Laser Scanning. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (9), pp.5011-5027. ⟨10.1109/TGRS.2016.2543225⟩
António FerrazSassan SaatchiClément MalletVictoria MeyerLidar detection of individual tree size in tropical forests. Remote Sensing of Environment, 2016, 183, pp.318-333. ⟨10.1016/j.rse.2016.05.028⟩
Antonio FerrazClément MalletNesrine ChehataDÉTECTION À HAUTE RÉSOLUTION SPATIALE DE LA DESSERTE FORESTIÈRE EN MILIEU MONTAGNEUX. Revue Française de Photogrammétrie et de Télédétection, 2015, 1 (211-212), pp.103-117. ⟨10.52638/rfpt.2015.549⟩
Martin WeinmannBoris JutziStefan HinzClément MalletSemantic point cloud interpretation based on optimal neighborhoods,relevant features and efficient classifiers. ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 105, pp.286-304. ⟨10.1016/j.isprsjprs.2015.01.016⟩
M. WeinmannS. UrbanS. HinzB. Jutziet alDistinctive 2D and 3D features for automated large-scale scene analysis in urban areas. Computers and Graphics, 2015, 49, pp.47-57. ⟨10.1016/j.cag.2015.01.006⟩
António FerrazClément MalletStéphane JacquemoudGil Rito Goncalveset alCanopy Density Model: A New ALS-Derived Product to Generate Multilayer Crown Cover Maps. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53 (12), pp.6776-6790. ⟨10.1109/TGRS.2015.2448056⟩
Clément MalletPublier une contribution scientifique dans la Revue Française de Photogrammétrie et de Télédétection. Revue Française de Photogrammétrie et de Télédétection, 2015, 210, pp.1-4. ⟨10.52638/rfpt.2015.279⟩
Clément MalletNesrine ChehataGrégoire MercierTheme Issue “Multitemporal remote sensing data analysis”. ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 107, pp.1-2. ⟨10.1016/j.isprsjprs.2015.07.005⟩
Antonio FerrazClément MalletStéphane JacquemoudGil Gonçalveset alEstimation de la biomasse aérienne à partir de données Lidar aéroporté. Revue Française de Photogrammétrie et de Télédétection, 2014, 205, pp.59-68. ⟨10.52638/rfpt.2014.8⟩
Jean-Pascal BurochinBruno ValletMathieu BrédifClément Malletet alDetecting blind building façades from highly overlapping wide angle aerial imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 96, pp.193 - 209. ⟨10.1016/j.isprsjprs.2014.07.011⟩
Julien SmeeckaertClément MalletDavid NicolasNesrine Chehataet alLarge-scale classification of water areas using airborne topographic lidar data. Remote Sensing of Environment, 2013, 138, pp.134-148. ⟨10.1016/j.rse.2013.07.004⟩
Adrien GressinClément MalletJérôme DemantkéNicolas DavidTowards 3D lidar point cloud registration improvement using optimal neighborhood knowledge. ISPRS Journal of Photogrammetry and Remote Sensing, 2013, 79, pp.240--251. ⟨10.1016/j.isprsjprs.2013.02.019⟩
Florent LafargeClément MalletCreating large-scale city models from 3D-point clouds: a robust approach with hybrid representation. International Journal of Computer Vision, 2012, 99 (1), pp.69-85

Communications

Émilie Vautier VautierCédric VégaClément MalletTowards harmonized LiDAR data for high-resolution forest mapping. Silvilaser, Sep 2025, Québec (QC), Canada
Cédric VégaJean-Pierre RenaudÉmilie Vautier VautierLuigui Ramirez-Parraet alThe French Lidar HD national program: a step forward for the development of forest multisource inventory approaches. Silvilaser, Sep 2025, Québec (QC), Canada
Gaspard DelvolvéMattia BunelClément MalletDétection de changements bi-dates 3D. Une approche opérationnelle exploitant des données lidar aéroportées. Spatial Analysis and GEOmatics (SAGEO), May 2025, Avignon, France
Guillaume AstrucNicolas GonthierClément MalletLoic LandrieuAnySat: a Multi-Resolution/Modality/Scale Earth Observation Model. EGU24 General Assembly, European Geosciences Union, Apr 2025, Vienne, Austria
Nathalie AbadieStéphane BaciocchiCharly BernardEdwin Carlinetet alSoDUCo : croisement de sources géo-historiques pour l'étude de l'évolution de Paris de 1789 à 1950. Conférence interdisciplinaire : Extraction, traitement et visualisation de données complexes en géographie (XVIIIe siècle - XIXe siècle), Ecole Normale Supérieure de Lyon; Institut Rhônalpin des systèmes Complexes, Feb 2023, Lyon, France
Valerio MarsocciNicolas GonthierAnatol GarioudSimone Scardapaneet alGeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates. IEEE/CVF Conference on Computer VIsion and Pattern Recognition Workshops, Jun 2023, Vancouver, Canada
Loic LandrieuE RupnikS. Oude ElberinkClément Malletet alPreface: the 2022 edition of the XXIVth ISPRS Congress. XXIVth ISPRS Congress, Jun 2022, Nice, France. pp.1 - 5, ⟨10.5194/isprs-annals-v-3-2022-1-2022⟩
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⟩
Ekaterina KalinichevaLoic LandrieuClément MalletNesrine ChehataMulti-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. IEEE/CVF Conference on Computer VIsion and Pattern Recognition Workshops, Jun 2022, New Orleans, United States
Anatol GarioudSilvia ValeroClément MalletAssessing the Interest of a Multi-Modal Gap-Filling Strategy for Monitoring Changes in Grassland Parcels. IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Bruxelles, Belgium. pp.3105-3108, ⟨10.1109/IGARSS47720.2021.9554995⟩
Clément MalletFlorent LafargeMartyna PorebaTeng Wuet alPreface: the 2021 edition of the XXIVth ISPRS congress. XXIVth ISPRS Congress, 2021 edition, Jul 2021, Nice (virtuel), France. pp.1 - 5, ⟨10.5194/isprs-annals-v-1-2021-1-2021⟩
Luc BaudouxJordi IngladaClément MalletContextual Land-Cover Map Translation with Semantic Segmentation. IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Brussels, Belgium. pp.2488-2491, ⟨10.1109/IGARSS47720.2021.9553693⟩
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⟩
Minh Ôn Vû NgocYizi ChenNicolas BoutryJoseph Chazalonet alIntroducing the Boundary-Aware loss for deep image segmentation. British Machine Vision Conference (BMVC) 2021, Nov 2021, Virtual, United Kingdom
Anatol GarioudSilvia ValeroSébastien GiordanoClément 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⟩
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⟩
Ribana RoscherMichele VolpiClément MalletLukas Dreeset alSemCity Toulouse: A benchmark for building instance segmentation in satellite images. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020, Aug 2020, Nice, France. pp.109-116, ⟨10.5194/isprs-annals-V-5-2020-109-2020⟩
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 Aguejdadet alHYEP 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
Anatol GarioudSilvia ValeroSébastien GiordanoClément 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
Anatol GarioudSébastien GiordanoSilvia ValeroClément 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⟩
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
Clément MalletIan J. DowmanGeorge VosselmanUwe Stillaet alThe reviewing process for ISPRS events. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences,, Nov 2018, Dehradun, India. pp.53-58, ⟨10.5194/isprs-annals-IV-5-53-2018⟩
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
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
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⟩
Martin WeinmannBoris JutziClément MalletMichael WeinmannGeometric features and their relevance for 3D point cloud classification. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, May 2017, Hanovre, Germany. pp.157-164, ⟨10.5194/isprs-annals-IV-1-W1-157-2017⟩
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⟩
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
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-Brunetet alForest 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⟩
M. WeinmannB. JutziClément MalletSemantic 3D scene interpretation: A framework combining optimal neighborhood size selection with relevant features. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Sep 2014, Zürich, Switzerland. pp.181-188, ⟨10.5194/isprsannals-II-3-181-2014⟩
M. WeinmannB. JutziClément MalletFeature relevance assessment for the semantic interpretation of 3D point cloud data. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Nov 2013, Antalya, Turkey. pp.313-318, ⟨10.5194/isprsannals-II-5-W2-313-2013⟩
António FerrazClément MalletGil GoncalvesMargarida Toméet alSingle strata canopy cover estimation using airborne laser scanning data. IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.184-187, ⟨10.1109/IGARSS.2013.6721122⟩
A. GressinClément MalletN. VincentNicolas PaparoditisUpdating land cover databases using a single very high resolution satellite image. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Nov 2013, Antalya, Turkey. pp.13-18, ⟨10.5194/isprsannals-II-3-W2-13-2013⟩
Adrien GressinBertrand CannelleClément MalletJean-Pierre PapelardTrajectory-based registration of 3D lidar point clouds acquired with a mobile mapping system. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Sep 2012, Melbourne, Australia. pp.117-122, ⟨10.5194/isprsannals-I-3-117-2012⟩
António FerrazGil GoncalvesPaula SoaresMargarida Toméet alComparing small-footprint lidar and forest inventory data for single strata biomass estimation - A case study over a multi-layered mediterranean forest. IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.6384-6387, ⟨10.1109/IGARSS.2012.6352720⟩
A. GressinClément MalletN. DavidImproving 3D lidar point cloud registration using optimal neighborhood knowledge. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Sep 2012, Melbourne, Australia. pp.111-116, ⟨10.5194/isprsannals-I-3-111-2012⟩
Jean-Christophe MichelinClément MalletNicolas DavidBuilding edge detection using small-footprint airborne full-waveform lidar data. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Sep 2012, Melbourne, Australia. pp.147-152, ⟨10.5194/isprsannals-I-3-147-2012⟩

Conférences internationales

Guillaume AstrucNicolas GonthierClément MalletLoic LandrieuAnySat: An Earth Observation Model for Any Resolutions,Scales,and Modalities. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2025, Nashville (Tennessee), United States
Gaspard DelvolvéMattia BunelClément MalletDetecting temporal evolutions in 3D lidar point clouds: an operational approach. JURSE, May 2025, Tunis, Tunisia. pp.1-4, ⟨10.1109/JURSE60372.2025.11076029⟩
Yanis BenidirNicolas GonthierClément MalletThe Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generation. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2025, Nashville (Tennessee), United States
Léopold JouffroyLény GrassotAstrid CosteClément MalletDeepGouramic. Reconstitution historique de l’occupation du sol pour évaluer les expositions anciennes aux pesticides. Spatial Analysis and GEOmatics (SAGEO), May 2025, Avignon, France
Guillaume AstrucNicolas GonthierClément MalletLoic LandrieuOmniSat: Self-Supervised Modality Fusion for Earth Observation. ECCV, 2024, Milan (Italie), Italy
Luc BaudouxJordi IngladaClément MalletDeep-Learning Based Multiple Land-Cover Map Translation. IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. pp.1260-1263, ⟨10.1109/IGARSS46834.2022.9883056⟩
Joseph ChazalonEdwin CarlinetYizi ChenJulien Perretet alICDAR 2021 Competition on Historical Map Segmentation. 16th International Conference on Document Analysis and Recognition (ICDAR'21), Sep 2021, Lausanne, Switzerland. pp.693-707, ⟨10.1007/978-3-030-86337-1_46⟩
Yizi ChenEdwin CarlinetJoseph ChazalonClément Malletet alVectorization of historical maps using deep edge filtering and closed shape extraction. 16th International Conference on Document Analysis and Recognition (ICDAR'21), Sep 2021, Lausanne, Switzerland. pp.510-525, ⟨10.1007/978-3-030-86337-1_34⟩
Clément MalletFlorent LafargeMartyna PorebaE Rupniket alPreface: the 2020 edition of the XXIVth ISPRS congress. ISPRS 2020 - XXIVth edition of the International Society for Photogrammetry and Remote Sensing, Aug 2020, Nice / Virtual, France. pp.1-6, ⟨10.5194/isprs-annals-V-1-2020-1-2020⟩
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⟩
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⟩
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-BrunetSegmentation sémantique de données de télédétection multimodale: application aux peuplements forestiers. ORASIS 2017, GREYC, Jun 2017, Colleville-sur-Mer, France
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⟩
Loic LandrieuClément MalletMartin WeinmannComparison of belief propagation and graph-cut approaches for contextual classification of 3D lidar point cloud data. 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2017, Fort Worth, United States
M. WeinmannClément MalletMathieu BrédifDetection,segmentation and localization of individual trees from mms point cloud data. GEOBIA 2016 : Solutions and Synergies, Sep 2016, Enschede, Netherlands. ⟨10.3990/2.388⟩
Clara BarbansonClément MalletAdrien GressinPierre-Louis Frisonet alFusion of LiDAR and radar data for land-cover mapping in natural environments. IGARSS 2015 - 2015 IEEE International Geoscience and Remote Sensing Symposium, Jul 2015, Milan, Italy. pp.3715-3718, ⟨10.1109/IGARSS.2015.7326630⟩
M. WeinmannR.A. SchumacherClément MalletS. Hinzet alContextual classification of point cloud data by exploiting individual 3D neighborhoods. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Sep 2015, La Grande Motte, France. pp.271-278, ⟨10.5194/isprsannals-II-3-W4-271-2015⟩
Adrien GressinClément MalletM. PagetC. Barbansonet alUN-sensored very high resolution Land-Cover mapping. IGARSS 2015 - 2015 IEEE International Geoscience and Remote Sensing Symposium, Jul 2015, Milan, Italy. pp.2939-2942, ⟨10.1109/IGARSS.2015.7326431⟩
Mathias PagetAdrien GressinClément MalletMulti-temporal optical VHR image fusion for Land-Cover mapping. IGARSS 2015 - 2015 IEEE International Geoscience and Remote Sensing Symposium, Jul 2015, Milan, Italy. pp.1913-1916, ⟨10.1109/IGARSS.2015.7326168⟩
Adrien GressinJean-Marc OgierClément MalletNicolas PaparoditisA unified framework for land-cover database update and enrichment using satellite imagery. 2014 IEEE International Conference on Image Processing (ICIP), Oct 2014, Paris, France. pp.5057-5061, ⟨10.1109/ICIP.2014.7026024⟩
Mahmoud Mohammed Sidi YoussefClément MalletNesrine ChehataArnaud Le Briset alCombining 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⟩
António FerrazClément MalletNesrine ChehataLarge scale road network extraction in forested moutainous areas using airborne laser scanning data. IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec City, Canada. pp.4315-4318, ⟨10.1109/IGARSS.2014.6947444⟩
Yuchu QinAntónio FerrazClément MalletCorina IovanIndividual tree segmentation over large areas using airborne LiDAR point cloud and very high resolution optical imagery. IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec City, Canada. pp.800-803, ⟨10.1109/IGARSS.2014.6946545⟩
Adrien GressinClément MalletJean-Marc OgierNicolas PaparoditisUpdating the new French national land cover database. IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec City, Canada. pp.3534-3537, ⟨10.1109/IGARSS.2014.6947245⟩
Julien SmeeckaertClément MalletNicolas DavidNesrine Chehataet alLarge-scalewater classification of coastal areas using airborne topographic lidar data. IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.61-64, ⟨10.1109/IGARSS.2013.6721092⟩
Adrien GressinJean-Marc OgierClément MalletNicolas PaparoditisSemantic Approach in Image Change Detection. Advanced Concepts for Intelligent Vision Systems, Oct 2013, Poznan, Poland. pp.450--459
Jean-Christophe MichelinJulien TiernyFlorence TupinClément Malletet alQuality evaluation of 3D city building Models with automatic error diagnosis. ISPRS 2013-SSG, Nov 2013, Antalya, Turkey. pp.161 - 166, ⟨10.5194/isprsarchives-XL-7-W2-161-2013⟩
Adrien GressinClément MalletJean-Marc OgierNicolas PaparoditisUpdating land cover databases using a single very high resolution satellite image. ISA13 – The ISPRS Workshop on Image Sequence Analysis 2013, Nov 2013, Antalya, Turkey. pp.13 -- 18

Conférences nationales

Hussein El AmouriThomas LampertPierre GançarskiClément MalletCDPS: Constrained DTW-Preserving Shapelets. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2022, Jun 2022, Strasbourg, France. ⟨10.1007/978-3-031-26387-3_2⟩
Martin WeinmannClément MalletMathieu BrédifSegmentation and localization of individual trees from MMS point cloud data acquired in urban areas. Tagungsband der 36. Wissenschaftlich-Technischen Jahrestagung der DGPF, Jun 2016, Bern, Germany. pp.351 - 360
Mohamed Mahmoud Sidi YoussefClément MalletNesrine ChehataArnaud Le Briset alDétection de bâtiments à partir d'une image satellitaire par combinaison d'approches ascendante et descendante. Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, France

Chapitres d'ouvrages

Yizi ChenEdwin CarlinetJoseph ChazalonClément Malletet alCombining Deep Learning and Mathematical Morphology for Historical Map Segmentation. Discrete Geometry and Mathematical Morphology, First International Joint Conference, DGMM 2021, Uppsala, Sweden, May 24–27, 2021, Proceedings, 12708, pp 79 - 92, 2021, Lecture notes in computer science, ⟨10.1007/978-3-030-76657-3_5⟩
Arnaud Le BrisNesrine ChehataWalid OuerghemmiCyril Wendlet alDecision fusion of remote-sensing data for land cover classification (chap. 11). Michael Ying Yang, Bodo Rosenhahn, Vittorio Murino. Multimodal Scene Understanding, Elsevier, pp.341-382, 2019, ⟨10.1016/B978-0-12-817358-9.00017-2⟩
Kenji OséNicolas BaghdadiC. MalletMehrez ZribiDetection and mapping of clear‐cuts with optical satellite images,Détection et cartographie des coupes rases par télédétection satellitaire optique. QGIS and applications in agriculture and forest, ISTE, Wiley, pp.153-180, 2018, Earth systems-Environmental sciences, QGIS in Remote Sensing Set, vol. 2, 978-1-78630-188-8. ⟨10.1002/9781119457107.ch5⟩
Clément MalletNesrine ChehataJean-Stéphane BaillyMéthodes de traitement de données lidar. Baghdadi, Nicolas and Zribi, Mehrez. Observation des surfaces continentales par télédétection optique, 1, ISTE, 2017, Observation des surfaces continentales par télédétection optique, 978-1-78405-156-3
Clément MalletNesrine ChehataJean-Stéphane BaillyAirborne LiDAR Data Processing. Nicolas Baghdadi and Mehrez Zribi. Optical Remote Sensing of Land Surface, Elsevier, pp.249 - 297, 2016, Optical Remote Sensing of Land Surface, 978-1-78548-102-4. ⟨10.1016/B978-1-78548-102-4.50006-5⟩