Mathieu Brédif

Mathieu Brédif

Researcher

GEOVIS team(s)

Personal webpage

Publications

International Journals

Pierre BiasuttiJ-F AujolMathieu BrédifAurélie BugeauDiffusion and inpainting of reflectance and height LiDAR orthoimages. Computer Vision and Image Understanding, 2018, ⟨10.1016/j.cviu.2018.10.011⟩
Pierre BiasuttiJ-F AujolMathieu BrédifAurélie BugeauRange-Image: Incorporating sensor topology for LiDAR point cloud processing. Photogrammetric engineering and remote sensing, 2018, 84 (6), pp.367--375. ⟨10.14358/PERS.84.6.367⟩
Marco BevilacquaJ-F AujolPierre BiasuttiMathieu BrédifAurélie BugeauJoint inpainting of depth and reflectance with visibility estimation. ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 125, pp.16--32. ⟨10.1016/j.isprsjprs.2017.01.005⟩
Nicolas MelladoDavid VanderhaegheCharlotte HoarauSidonie ChristopheMathieu BrédifLoïc BartheConstrained Palette-Space Exploration. ACM Transactions on Graphics, 2017, 36 (4), pp.60. ⟨10.1145/3072959.3073650⟩
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⟩
Bruno ValletMathieu BrédifAndrés SernaBeatriz MarcoteguiNicolas PaparoditisTerraMobilita/iQmulus urban point cloud analysis benchmark. Computers and Graphics, 2015, Computers and Graphics, 49, pp.126-133. ⟨10.1016/j.cag.2015.03.004⟩
Wen XiaoBruno ValletMathieu BrédifNicolas PaparoditisStreet environment change detection from mobile laser scanning point clouds. ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 107, pp.38 - 49. ⟨10.1016/j.isprsjprs.2015.04.011⟩
Anahid Nabavi LarijaniAna-Maria Olteanu-RaimondJulien PerretMathieu BrédifCezary ZiemlickiInvestigating the Mobile Phone Data to Estimate the Origin Destination Flow and Analysis; Case Study: Paris Region. Transportation Research Procedia, 2015, 6, pp.64--78. ⟨10.1016/j.trpro.2015.03.006⟩
Junjie ZhangGunho SohnMathieu BrédifA hybrid framework for single tree detection from airborne laser scanning data: A case study in temperate mature coniferous forests in Ontario,Canada. ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 98, pp.44-57. ⟨10.1016/j.isprsjprs.2014.08.007⟩
Jean-Pascal BurochinBruno ValletMathieu BrédifClément MalletThomas BrossetNicolas PaparoditisDetecting 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⟩
Florent LafargeRenaud KerivenMathieu BrédifHoang-Hiep VuA hybrid multi-view stereo algorithm for modeling urban scenes. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35 (1), pp.5-17. ⟨10.1109/TPAMI.2012.84⟩
Mathieu BrédifOlivier TournaireBruno ValletNicolas ChampionExtracting polygonal building footprints from digital surface models: A fully-automatic global optimization framework. ISPRS Journal of Photogrammetry and Remote Sensing, 2013, 77, pp.57-65. ⟨10.1016/j.isprsjprs.2012.11.007⟩

Popularization

Mirela KoniniAlexandre DevauxMathieu BrédifiTowns,le nouveau moteur de visualisation 3D de données géospatiales du Géoportail. Annales des mines - Série Responsabilité et environnement, 2019, Cartographie 4.0 : naviguer avec les cartes du XXIe siècle, 94, pp.14--18. ⟨10.3917/re1.094.0014⟩
Vincent PicavetMathieu BrédifMirela KoniniAlexandre DevauxiTowns,framework web pour la donnée géographique 3D. Revue XYZ, 2016, 147, pp.49-52
Valérie DevillaineMathieu BrédifLytro: la fin des photos floues. Sciences et vie junior,, 2012, 272, pp.54-55

Invited Talks

Mathieu BrédifNavigation immersive dans des images historiques (ANR ALEGORIA). Webinar 3D « autour de la 3D », GDR CNRS MAGIS et IG-RV, Oct 2021, online, France
Mathieu BrédifMaria Scarlleth Gomes de CastroEvelyn Paiz-ReyesAlexandre DevauxSidonie ChristopheNavigation immersive dans des photographies historiques (ANR ALEGORIA). Masses de Données, Informations et Connaissances en Sciences - Observation 3D : outils et verrous, Journées inter-GdR CNRS MAGIS-MADICS-IGRV, Nov 2021, Saint Mandé, France
Mathieu BrédifVirtual City Models : from acquisition to visualization,reconstruction and simulation. ISPRS Workshop on 3D Virtual City Modeling (VCM), May 2013, Regina, Canada

Communications

Florent GenietBruno ValletMathieu BrédifExact Computation for Robust 3D polyhedral interactive modeling. Web3D '25: The 30th International Conference on 3D Web Technology, Sep 2025, Sienne, Italy. pp.1-9, ⟨10.1145/3746237.3746298⟩
Florent GenietMathieu BrédifBruno ValletEditing Watertight Manifold Polyhedra using Face Shifts with Automatic Topological Updates and Edge Flips. Lowcost3D, Dec 2024, Brescia, Italy. pp.169-176, ⟨10.5194/isprs-archives-XLVIII-2-W8-2024-169-2024⟩
Sidonie ChristopheMathieu BrédifRendu et représentation graphiques d'informations spatio-temporelles. Journées Françaises d’Informatique Graphique et de Réalité Virtuelle, Nov 2019, Marseille, France. pp.sciencesconf.org:jfigrv2019:297341
Alexandre DevauxCharlotte HoarauMathieu BrédifSidonie ChristopheUnderground Visualization: web-app,virtual reality,ex situ and in situ augmented reality.. ISPRS Technical Commission IV Symposium 2018, Oct 2018, Delft, Netherlands
Alexandre DevauxMathieu BrédifReanimating aerial images in real time for geospatial web applications. Journées Françaises d’Informatique Graphique, Oct 2017, Rennes, France
Murat YirciMathieu BrédifNicolas PaparoditisSingle-Image Interactive 3D Generalized Cylinder Modeling. Journées Françaises d’Informatique Graphique, Nov 2016, Grenoble, France
Quoc-Dinh NguyenAlexandre DevauxMathieu BrédifNicolas Paparoditis3D heterogeneous interactive web mapping application. 2015 IEEE Virtual Reality (VR), Mar 2015, Arles, France. pp.323-324, ⟨10.1109/VR.2015.7223426⟩
Mathieu BrédifBruno ValletAndrés SernaBeatriz MarcoteguiNicolas PaparoditisTerraMobilita/IQmulus Urban Point Cloud Classification Benchmark. Workshop on Processing Large Geospatial Data, Jul 2014, Cardiff, United Kingdom

International conferences

Alexane NghienManchun LeiMathieu BrédifOlivier HagolleRadiometric Cross-Calibration of an Aerial Sensor with Satellite Top-of-Atmosphere Reflectance. 44th EARSeL Symposium, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., May 2025, Prague, Czech Republic. pp.49-55, ⟨10.5194/isprs-archives-XLVIII-M-7-2025-49-2025⟩
Maria Scarlleth Gomes de CastroMathieu BrédifProjective multitexturing of current 3D city models and point clouds with many historical images. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Jun 2022, Nice, France. pp.213-218, ⟨10.5194/isprs-annals-V-4-2022-213-2022⟩
Florent GenietValérie Gouet-BrunetMathieu BrédifALEGORIA: Joint Multimodal Search and Spatial Navigation into the Geographic Iconographic Heritage. Demo at MM '22, the 30th ACM International Conference on Multimedia, Oct 2022, Lisbon, Portugal. pp.6982-6984, ⟨10.1145/3503161.3547746⟩
Evelyn Paiz-ReyesMathieu BrédifSidonie ChristopheCluttering Reduction for Interactive Navigation and Visualization of Historical Images. ICC 2021 - 30th International Cartographic Conference, Dec 2021, Florence, Italy. pp.81, ⟨10.5194/ica-proc-4-81-2021⟩
Laurent CaraffaYanis MarchandMathieu BrédifBruno ValletEfficiently Distributed Watertight Surface Reconstruction. 2021 International Conference on 3D Vision (3DV), Dec 2021, London, United Kingdom
Emile BletteryPaul LecatAlexandre DevauxValérie Gouet-BrunetFrédéric Saly-GiocantiMathieu BrédifLaetitia DelavoipiereSylvaine ConordFrédéric MoretA Spatio-temporal Web-application for the Understanding of the Formation of the Parisian Metropolis. 3D GeoInfo 2020 conference, ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, VI-4/W1-2020, Sep 2020, London, United Kingdom. pp.45-52, ⟨10.5194/isprs-annals-VI-4-W1-2020-45-2020⟩
Mathieu BrédifLaurent CaraffaMurat YirciPooran MemariProvably Consistent Distributed Delaunay Triangulation. International Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), Aug 2020, Nice, France. pp.195-202, ⟨10.5194/isprs-annals-V-2-2020-195-2020⟩
Evelyn Paiz-ReyesMathieu BrédifSidonie ChristopheGeometric distortion of historical images for 3D visualisation. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Aug 2020, Nice, France. pp.649-655, ⟨10.5194/isprs-annals-V-2-2020-649-2020⟩
Laurent CaraffaPooran MemariMurat YirciMathieu BrédifTile & Merge: Distributed Delaunay Triangulations for Cloud Computing. IEEE Big Data 2019, Dec 2019, Los Angeles, United States. ⟨10.1109/BigData47090.2019.9006534⟩
Mouna HarrachMathieu BrédifAlexandre DevauxInteractive image geolocalization in an immersive web application. 3D-ARCH 2019, 3D Virtual Reconstruction and Visualization of Complex Architectures, Feb 2019, Bergame, Italy. pp.377--380, ⟨10.5194/isprs-archives-XLII-2-W9-377-2019⟩
Pierre BiasuttiAurélie BugeauJ-F AujolMathieu BrédifVisibility estimation in point clouds with variable density. International Conference on Computer Vision Theory and Applications (VISAPP), Feb 2019, Prague, Czech Republic
Pierre BiasuttiVincent LepetitMathieu BrédifJ-F AujolAurélie BugeauLU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-Net. IEEE International Conference on Computer Vision Workshops (ICCV), Oct 2019, Séoul, South Korea. ⟨10.1109/ICCVW.2019.00123⟩
Alexandre DevauxCharlotte HoarauMathieu BrédifSidonie Christophe3D urban geovisualization: in situ augmented and mixed reality experiments. ISPRS Technical Commission IV Symposium, Oct 2018, Delft, Netherlands. pp.41 - 48, ⟨10.5194/isprs-annals-IV-4-41-2018⟩
Sidonie ChristopheBertrand DuménieuAntoine MasseCharlotte HoarauJérémie OryMathieu BrédifFrançois LecordixNicolas MelladoJérémie TurbetHugo LoiThomas HurtutDavid VanderhaegheRomain VergneJoëlle ThollotExpressive map design: OGC SLD/SE++ extension for expressive map styles. ICC 2017 - 28th International Cartographic Conference, Jul 2017, Washington, United States. pp.1 - 3, ⟨10.5194/ica-proc-1-21-2018⟩
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⟩
Quoc-Dinh NguyenMathieu BrédifDidier RichardNicolas PaparoditisProgressive streaming and massive rendering of 3D city models on web-based virtual globe. the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Oct 2016, San Francisco, United States. ⟨10.1145/2996913.2997008⟩
Laurent CaraffaMathieu BrédifBruno Vallet3D watertight mesh generation with uncertainties from ubiquitous data. Asian Conference on Computer Vision (ACCV), Nov 2016, Taipei, Taiwan. pp.377--391, ⟨10.1007/978-3-319-54190-7_23⟩
Bahman SoheilianXiaozhi QuMathieu BrédifLandmark based localization: LBA refinement using MCMC-optimized projections of RJMCMC-extracted road marks. 2016 IEEE Intelligent Vehicles Symposium (IV), Jun 2016, Gotenburg, Sweden. ⟨10.1109/IVS.2016.7535501⟩
Sidonie ChristopheBertrand DuménieuJérémie TurbetCharlotte HoarauNicolas MelladoJérémie OryHugo LoiAntoine MasseBenoit ArbelotRomain VergneMathieu BrédifThomas HurtutJoëlle ThollotDavid VanderhaegheMap Style Formalization: Rendering Techniques Extension for Cartography. Expressive 2016 The Joint Symposium on Computational Aesthetics and Sketch-Based Interfaces and Modeling and Non-Photorealistic Animation and Rendering, The Eurographics Association, May 2016, Lisbonne, Portugal. pp.59-68, ⟨10.2312/exp.20161064⟩
Jan BöhmMathieu BrédifThomas GierlingerMichel KramerRoderik LindenbergRachel Elizabeth LindleyFrank MichelBeril SirmacekThe IQMULUS urban showcase: automatic tree classification and identification in huge mobile mapping point clouds. XXIIIrd ISPRS Congress, Jul 2016, Prague, Czech Republic. pp.301--307, ⟨10.5194/isprs-archives-XLI-B3-301-2016⟩
Alexandre DevauxMathieu BrédifRealtime projective multi-texturing of pointclouds and meshes for a realistic street-view web navigation. 21st International Conference on Web3D Technology, Jul 2016, Anaheim, United States. pp.105-108, ⟨10.1145/2945292.2945311⟩
Marco BevilacquaJ-F AujolMathieu BrédifAurélie BugeauVisibility Estimation and Joint Inpainting of Lidar Depth Maps. IEEE International Conference on Image Processing (ICIP), Sep 2016, Phoenix, AZ, United States
Bruno ValletWen XiaoMathieu BrédifExtracting Mobile Objects in Images using a Velodyne Lidar Point Cloud. Photogrammetric Image Analysis workshop (PIA), Mar 2015, Munich, Germany. pp.247-253, ⟨10.5194/isprsannals-II-3-W4-247-2015⟩
Mathieu BrédifBruno ValletBenjamin FerrandDistributed dimensonality-based rendering of lidar point clouds. ISPRS Geospatial Week 2015, GeoBigData workshop, Sep 2015, La Grande Motte, France. pp.559--564, ⟨10.5194/isprsarchives-XL-3-W3-559-2015⟩
Laurent CaraffaMathieu BrédifBruno Vallet3D octree based watertight mesh generation from ubiquitous data. ISPRS Geospatial Week 2015, GeoBigData workshop, 2015, La Grande Motte, France. pp.613--617, ⟨10.5194/isprsarchives-XL-3-W3-613-2015⟩
Shuang HeJulien PerretMickaël BrasebinMathieu BrédifA stochastic method for the generation of optimized building-layouts respecting urban regulation. SDH 2014, 16th IGU Spatial Data Handling symposium, Geospatial theory, processing and applications, Oct 2014, Toronto, Canada. ⟨10.1007/978-3-319-19950-4_16⟩
Bruno ValletBahman SoheilianMathieu BrédifCombinatorial clustering and Its Application to 3D Polygonal Traffic Sign Reconstruction From Multiple Images. ISPRS Technical Commission III Symposium, Sep 2014, Zurich, Switzerland. pp.165--172, ⟨10.5194/isprsannals-II-3-165-2014⟩
Bahman SoheilianMathieu BrédifMulti-view 3D circular target reconstruction with uncertainty analysis. ISPRS Technical Commission III Symposium, Sep 2014, Zurich, Switzerland. pp.143--148, ⟨10.5194/isprsannals-II-3-143-2014⟩
Mathieu BrédifProjective Texturing Uncertain Geometry: silhouette-aware box-filtered blending using integral radial images. ISPRS Technical Commission III Symposium, Sep 2014, Zurich, Switzerland. pp.17--23, ⟨10.5194/isprsannals-II-3-17-2014⟩
Murat YirciMathieu BrédifJulien PerretNicolas Paparoditis2D Arrangement-based Hierarchical Spatial Partitioning: An Application to Pedestrian Network Generation. 6th ACM SIGSPATIAL International Workshop on Computational Transportation Science, Nov 2013, Orlando, United States. ⟨10.1145/2533828.2533843⟩
Junjie ZhangGunho SohnMathieu BrédifSingle Tree Detection from Airborne Laser Scanning Data using a Marked Point Process Based Method. ISPRS Workshop on {3D} Virtual City Modeling (VCM), May 2013, Regina, Canada. pp.41--46, ⟨10.5194/isprsannals-II-3-W1-41-2013⟩
Mathieu BrédifImage-Based Rendering of LOD1 3D City Models for traffic-augmented Immersive Street-view Navigation. City Models, Roads and Traffic workshop (CMRT13), Sep 2013, Antalya, Turkey. pp.7--11, ⟨10.5194/isprsannals-II-3-W3-7-2013⟩
Athanasios GeorgantasMathieu BrédifMarc Pierrot-DeseillignyAn Accuracy Assessment of Automated Photogrammetric Techniques for 3D Modeling of Complex Interiors. XXII ISPRS Congress, Aug 2012, Melbourne, Australia. pp.23--28, ⟨10.5194/isprsarchives-XXXIX-B3-23-2012⟩
Alexandre DevauxMathieu BrédifNicolas PaparoditisA web-based 3D mapping application using WebGL allowing interaction with images,point clouds and models. 20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. ACM-GIS’12, ACM, Nov 2012, Redondo Beach, United States. pp.586-588, ⟨10.1145/2424321.2424422⟩
Mathieu BrédifOlivier Tournairelibrjmcmc: An Open-source Generic C++ Library for Stochastic Optimization. XXII ISPRS Congress, Aug 2012, Melbourne, Australia. pp.259--264, ⟨10.5194/isprsarchives-XXXIX-B3-259-2012⟩
Lâmân LelégardEmeric DelaygueMathieu BrédifBruno ValletDetecting and Correcting Motion Blur from Images Shot with Channel-dependent Exposure Time. XXIInd ISPRS Congress, Aug 2012, Melbourne, Australia. pp.341--346, ⟨10.5194/isprsannals-I-3-341-2012⟩
Fabien CoubardLâmân LelégardMathieu BrédifNicolas PaparoditisXavier BriottetReconstruction of Sky Illumination Domes from Ground-Based Panorama. XXII ISPRS Congress, Aug 2012, Melbourne, Australia. pp.269--274, ⟨10.5194/isprsarchives-XXXIX-B3-269-2012⟩

National Conferences

Theo SzantoMathieu BrédifBénédicte BucherVers le Jumeau Numérique de Territoire à la carte,Towards the Territorial Digital Twin on demand. Spatial Analysis and GEOmatics, SAGEO 2025, GdR MAGIS, May 2025, Avignon, France
Pierre BiasuttiAurélie BugeauJ-F AujolMathieu BrédifDétection et localisation d'objets 3D par apprentissage profond en topologie capteur. GRETSI Groupement de Recherche en Traitement du Signal et de l'Image, Aug 2019, Lille, France
Lâmân LelégardManchun LeiBruno ValletMathieu BrédifEstimation à la volée du vignettage par ajustement local du gain. Conférence Annuelle Française de Photogrammétrie et Télédétection (CFPT), Jun 2018, Marne La Vallée, France
Pierre BiasuttiJ-F AujolMathieu BrédifAurélie BugeauEstimation de visibilité dans un nuage de points LiDAR. Conférence Annuelle Française de Photogrammétrie et Télédétection (CFPT), Jun 2018, Marne La Vallée, France
Pierre BiasuttiJ-F AujolMathieu BrédifAurélie BugeauDésoccultation de nuage de points LiDAR en topologie capteur. Groupement de Recherche en Traitement du Signal et de l'Image (GRETSI), Sep 2017, Juan-Les-Pins, France
Pierre BiasuttiJ-F AujolMathieu BrédifAurélie BugeauDiffusion anisotrope et inpainting d'orthophotographies LiDAR mobile,Anisotropic diffusion and inpainting of orthophotographies from mobile LiDAR. 20ème Congrès national sur la Reconnaissance des Formes et l'Intelligence Artificielle (RFIA 2016), Jun 2016, Clermont-Ferrand, France
Bahman SoheilianXiaozhi QuMathieu BrédifLocalisation à base d’amers visuels: Cartographie et mise en correspondance de marquages au sol et intégration dans LBA. Reconnaissance des Formes et Intelligence Artificielle (RFIA), Jun 2016, Clermont-Ferrand, France
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
Olivier TournaireMathieu BrédifDidier BoldoMélanie DuruptDétection d’empreintes de bâtiments dans un Modèle Numérique d’Élévation : une approche énergétique. Reconnaissance des Formes et Intelligence Artificielle (RFIA), Jan 2010, Caen, France

Posters

Violette AbergelPierre AreseEmile BletteryMathieu BrédifSidonie ChristopheFlorent ComteLivio De LucaAnthony EberlinLoïc EspinasseValérie Gouet-BrunetXavier GranierAntoine GrosAnaïs GuillemMelvin HersentKévin JacquotOlivier MalavergneOlivier MarletEl Mustapha MouaddibAriane NéroulidisAnthony PamartMarc Pierrot-DeseillignyXavier RodierMiled RoussetRoxane RousselKévin RébyRenato SaleriSarah TournonDan VodislavLaura WillotLe rôle transversal du groupe de travail “données numériques”,The transversal role of the “digital data” working group. Naissance et renaissance d'une cathédrale - Notre-Dame de Paris sous l'oeil des scientifiques, Apr 2024, Paris Cité de l'architecture et du patrimoine, France
Violette AbergelEmile BletteryMathieu BrédifSidonie ChristopheLivio De LucaAnthony EberlinValérie Gouet-BrunetAnaïs GuillemMelvin HersentRoxane RousselKévin RébyDan VodislavLaura WillotExplorer un corpus de données interconnectées au prisme des dimensions spatiales,temporelles et sémantiques,Exploring a corpus of interconnected data through the prism of spatial,temporal and semantic dimensions. Naissance et renaissance d’une cathédrale - Notre-Dame de Paris sous l'oeil des scientifiques, Apr 2024, Paris Cité de l'architecture et du patrimoine, France
Quôc-Dinh NguyenMathieu BrédifDidier Richard3D immersive Underground Navigation. Ed. by A. Mansourian, P. Pilesjö, L. Harrie, R. von Lammeren. Geospatial Technologies for All : short papers, posters and poster abstracts of the 21st AGILE Conference on Geographic Information Science (AGILE short paper)., Jun 2018, Lund, Sweden. , isbn: 978-3-319-78208-9

Other publication

Jacques GautierMathieu BrédifSidonie ChristopheCo-Visualization of Air Temperature and Urban Data for Visual Exploration. IEEE VIS 2020, 2020
Jacques GautierSidonie ChristopheMathieu BrédifVisualizing 3D climate data in urban 3D models. XXIV ISPRS Congress, XLIII-B4, pp.781-789, 2020, XXIV ISPRS Congress, Commission IV, ⟨10.5194/isprs-archives-XLIII-B4-2020-781-2020⟩
Mathieu BrédifGiuseppe PatanèTor DokkenGeoBigData workshop (Preface). ISPRS Geospatial Week 2015, 2015, La Grande Motte, France. II-3/W5, pp.515 - 516, 2015, International Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), ⟨10.5194/isprsannals-II-3-W5-515-2015⟩