Mathieu Brédif (Dr)

Ingénieur des Mines

Au MATIS depuis 2005

Téléphone actuel : 33 1 43 98 83 19

Contact : mathieu.bredif(at)ign.fr


Chargé de Recherche
Responsable de l'axe de recherche GEOVIS



Sujet de recherche

Reconstruction détaillée de bâtiments: superstructures de toit et recalage géométrique.



Formation

Thèse en traitement du signal et des images soutenue en 2010 (Télécom ParisTech):
Modélisation 3D de bâtiments : reconstruction automatique de superstructures de toits et recalage cinétique de toits polyédriques prenant en compte la topologie
Dirigée par Henri Maître, dirigée par Marc Pierrot-Deseilligny, encadrement : Didier Boldo.




Parcours professionnel



Compétences

C++, informatique graphique, géométrie algorithmique, photogrammétrie/vision par ordinateur.



Thèses encadrées soutenues

  • Encadrement de Murat Yirci (soutenue en 2016)
    Semi-automatic image-based modeling, applied to street-view panoramic images and lidar point clouds
    (Thèse dirigée par Nicolas Paparoditis, Université PARIS-EST ENSC).
  • Encadrement de Fabien Coubard (soutenue en 2014)
    Corrections radiométriques d'images terrestres.
    (Thèse dirigée par Xavier Briottet (ONERA/DOTA), Université Paris Est).



    Associations scientifiques et techniques



    Stages encadrés

    • 2013 : Cartographie de l’espace public dans la perspective d’une simulation d’un projet d’aménagement urbain
      Par Alexis Demouveau (EIVP).
    • 2012 : Restauration d’images prises de nuit avec un système d’acquisition mobile
      Par Vincent Daval (Mastère spécialisé PPMD, ENSG).
    • 2007 : Etude de la typologie des superstructures de toit
      Par Martin de Bovis (EIVP).
    • 2006 : Détection de cheminées et de chiens assis à partir d'images aériennes à très haute résolution
      Par Laurent Nanot (Université de Marne la Vallée).



    Enseignement

    Traitement des Images

    • Traitement d'images,
      Master Photogrammétrie, Positionnement et Mesures de Déformations (PPMD), ENSG. Depuis 2005.



    Publications

    Livres

    L. Halounova, K. Schindler, A. Limpouch, T. Pajdla, V. Šafář, H. Mayer, S. Oude Elberink, C. Mallet, F. Rottensteiner, M. Brédif, J. Skaloud, U. Stilla. Prague, Czech Republic July 2016. Proc. of the XXIII ISPRS Congress, Commission III. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. XLI-B3, Prague, Czech Republic, July 2016.

    L. Halounova, K. Schindler, A. Limpouch, T. Pajdla, V. Šafář, H. Mayer, S. Oude Elberink, C. Mallet, F. Rottensteiner, M. Brédif, J. Skaloud, U. Stilla. Proc. of the XXIII ISPRS Congress, Commission III. International Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. III-3. , Prague, Czech Republic, July 2016.

    C. Mallet, N. Paparoditis, I. Dowman, S. Oude Elberink, A.-M. Raimond, F. Rottensteiner, M. Yang, S. Christophe, A. Çöltekin, M. Brédif. Proc. of the ISPRS Geospatial Week 2015. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. II-3/W5, La Grande Motte, France, 28 September-2 October 2015.

    Articles de revues avec comité de lecture

    M. Bevilacqua, J.-F. Aujol, P. Biasutti, M. Brédif, A. Bugeau. Joint inpainting of depth and reflectance with visibility estimation. ISPRS Journal of Photogrammetry and Remote Sensing, vol.125 (2017) pp.16–32, 2017.

    M. Weinmann, M. Weinmann, C. Mallet, M. Brédif. A classification-segmentation framework for the detection of individual trees in dense MMS point cloud data acquired in urban areas. Remote Sensing, vol. 9(3), 277, 2017.

    B. Vallet, M. Brédif, A. Serna, B. Marcotegui, N. Paparoditis. TerraMobilita/iQmulus Urban Point Cloud Analysis Benchmark. Computers & Graphics 49, pp.126-133, February 27, 2015.

    W. Xiao, B. Vallet, M. Brédif, N. Paparoditis. Street environment change detection from mobile laser scanning point clouds. ISPRS Journal of Photogrammetry and Remote Sensing, vol. 38, pp. 38-49, 2015.

    J.-P. Burochin, B. Vallet, M. Brédif, C. Mallet, T. Brosset, N. Paparoditis. Detecting blind building façades from highly overlapping wide angle aerial imagery. ISPRS Journal of Photogrammetry and Remote Sensing, Volume 96, pp.193–209, October 2014.

    J. Zhang, G. Sohn, M. Brédif. A 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, vol.98, pp.44–57, December 2014.

    F. Lafarge, R. Keriven, M. Brédif, H. Vu. A hybrid multi-view stereo algorithm for modeling urban scenes. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.35(1): pp.5-17, January 2013.

    M. Brédif, O. Tournaire, B. Vallet, N. Champion. Extracting polygonal building footprints from digital surface models: A fully-automatic global optimization framework. ISPRS Journal of Photogrammetry and Remote Sensing, vol 77, pp. 57-65, 2013.

    B. Vallet, M. Pierrot-Deseilligny, D. Boldo, M. Brédif. Building footprint database improvement for 3D reconstruction: A split and merge approach and its evaluation. ISPRS Journal of Photogrammetry and Remote Sensing, Volume 66, Issue 5, pp.732-742, September 2011.

    F. Coubard, M. Brédif, X. Briottet, N. Paparoditis. Estimation de la réflectance de matériaux d'une scène urbaine : modélisation et méthode d'inversion. Revue Française de Photogrammétrie et de Télédétection, n°194, vol.2, pp.25-35, Saint-Mandé, 2011.

    B. Vallet, M. Pierrot-Deseilligny, M. Brédif, D. Boldo. Amélioration d’une base de données d’empreintes de bâtiments pour la reconstruction 3D : une approche par découpe et fusion. Revue Française de Photogrammétrie et de Télédétection, n°195, pp.42-50.

    O. Tournaire, M. Brédif, D. Boldo, M. Durupt. An Efficient Stochastic Approach for Buildings Footprint Extraction from Digital Elevation Models. ISPRS Journal of Photogrammetry and Remote Sensing, vol. 65, pp. 317-327, 2010.

    F. Lafarge, R. Keriven, M. Brédif. Insertion of 3D-primitives in mesh-based representations: Towards compact models preserving the details. IEEE Transactions on Image Processing, vol. 19(7), July 2010.

    Articles de revues sans comité de lecture

    V. Picavet, M. Brédif, M. Konini, A. Devaux. iTowns, framework web pour la donnée géographique 3D. Revue XYZ, N°147, pp.49-52, 2eme trimestre 2016.

    Articles de conférences invité

    M. Brédif. Virtual City Models : from acquisition to visualization, reconstruction and simulation. The ISPRS Workshop on 3D Virtual City Modeling (VCM 2013), Regina, Canada, May 2013.

    Articles de conférences avec comité de lecture

    B. Soheilian, X. Qu, M. Brédif. Landmark based localization : LBA refinement using MCMC-optimized projections of RJMCMC-extracted road marks. IEEE Intelligent Vehicles Symposium (IV2016), Gothenburg, Sweden, 19-22 June 2016.

    P. Biasutti, J.-F. Aujol, M. Brédif, A. Bugeau. Diffusion anisotrope et inpainting d’orthophotographies LiDAR mobile. RFIA 2016, Clermont Ferrand, juin 2016.

    A. Devaux, M. Brédif. Realtime Projective Multi-Texturing of Pointclouds and Meshes for a Realistic Street-View Web Navigation. ACM Web3D 2016, Anaheim , CA, USA, July 22-24, 2016.

    M. Weinmann, C. Mallet, M. Brédif. Detection, Segmentation and Localization of Individual Trees from MMS Point Cloud Data. GEOBIA 2016, Best Paper Award, Enschede, The Netherlands, 14-16 September 2016.

    Q.-D. Nguyen, M. Brédif, D. Richard, N. Paparoditis. Progressive streaming and massive rendering of 3D city models on web-based virtual globe. 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2016), San Francisco Bay Area, California, USA, November 2016.

    B. Soheilian, X. Qu, M. Brédif. Localisationa base d’amers visuels: Cartographie et mise en correspondance de marquages au sol et intégration dans LBA. in Actes de la journée Transports Intelligents. Congrès francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA), Clermont Ferrand, France, June 2016.

    L. Caraffa, M. Brédif, B. Vallet. 3D watertight mesh generation with uncertainties from ubiquitous data. ACCV 2016, Taipei, Taiwan, November 2016.

    M. Bevilacqua, J.-F. Aujol, M. Brédif, A. Bugeau. Visibility Estimation and Joint Inpainting of Lidar Depth Maps. In IEEE International Conference on Image Processing (ICIP), pp. 3503–3507, Phoenix, AZ, USA, September 2016.

    A. Hervieu, B. Soheilian, M. Brédif. Road marking extraction using a Model&Data-driven RJ-MCMC. ISPRS Annals of Photogrammetry Remote Sensing and Spatial Information Sciences, II-3/W4, pp.47-54, PIA 2015, Munich, Germany, March 2015.

    B. Vallet, W. Xiao, M. Brédif. Extracting mobile objects in images using a Velodyne Lidar point cloud. ISPRS Annals of Photogrammetry Remote Sensing and Spatial Information Sciences, II-3/W4, pp.247-253, PIA 2015, Munich, Germany, March 2015.

    Q. D. Nguyen, A. Devaux, M. Brédif, N. Paparoditis. A 3D Heterogeneous Interactive Web Mapping Application. Conférence VR 2015 IEEE Virtual Reality, Arles, France, 23-27 March 2015.

    B. Soheilian, M. Brédif. Multi-view 3D circular target reconstruction with uncertainty analysis. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, PCV 2014, vol. II–3, pp.143-148, Zurich, Switzerland, 5th - 7th September 2014.

    B. Vallet, B. Soheilian, M. Brédif. Combinatorial clustering and its application to 3D polygonal traffic sign reconstruction from multiple images. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, PCV 2014, vol. II–3, pp.165-172, Zurich, Switzerland, 5th - 7th September 2014.

    M. Brédif. Projective Texturing Uncertain Geometry: silhouette-aware box-filtered blending using integral radial images. ASPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume II-3, ISPRS Technical Commission III Symposium, Zurich, Switzerland, 5 – 7 September 2014.

    J. Zhang, G. Sohn, M. Brédif. Single Tree Detection from Airborne Laser Scanning Data using a Marked Point Process Based Method. ISPRS Annals – Volume II-3/W1, WGIII/4, VCM 2013 – The ISPRS Workshop on 3D Virtual City Modeling, pp.41-46, Regina, Canada, 28 May 2013.

    M. Brédif. Image-Based Rendering of LOD1 3D City Models for traffic-augmented Immersive Street-view Navigation. ISPRS Annals – Volume II-3/W3, WG III/4, ICWG III/VII, CMRT13 – City Models, Roads and Traffic, pp.7-11, Antalya, Turkey, 12–13 November 2013.

    M. Yirci, M. Bredif, J. Perret, N. Paparoditis. 2D Arrangement-based Hierarchical Spatial Partitioning: An Application to Pedestrian Network Generation. Proceedings of the Sixth ACM SIGSPATIAL International Workshop on Computational Transportation Science, ISBN: 978-1-4503-2527-1, New York, USA, 2013.

    A. Devaux, N. Paparoditis, M. Brédif. A 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 SIGSPATIAL GIS 2012), Redondo Beach, CA, USA, 6-9 November 2012.

    L. Lelégard, E. Delaygue, M. Brédif, B. Vallet. Detecting and Correcting Motion Blur from Images Shot with Channel-dependent Exposure Time. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume I-3, pp.341-346, XXII ISPRS Congress, Melbourne, Australia, 25 August – 01 September 2012.

    F. Coubard, M. Brédif, N. Paparoditis, X. Briottet. Reflectance estimation from urban terrestrial images: Validation of a symbolic ray-tracing method on synthetic data. PIA11, International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences (IAPRS), vol. 38 (3/W22) pp. 71-76, Münich, Germany, 5-7 October 2011.

    L. Lelégard, B. Vallet, M. Brédif. Multiscale Haar transform for blur estimation from a set of images. PIA11, International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences (IAPRS), vol. 38 (3/W22), pp. 65-70, Münich, Germany, 5-7 October 2011.

    P. Meixner, F. Leberl, M. Brédif. Interpretation of 2D and 3D building details on facades and roofs. PIA11, International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences 38 (3/W22), pp. 137-142 (Best Poster Award), Münich, Germany, 5-7 October 2011.

    P. Meixner, F. Leberl, M. Brédif. 3D roof details by 3D aerial vision. IEEE/ISPRS workshop on Computer Vision for Remote Sensing of the Environment, ICCV , Barcelona, Spain, November 2011.

    P. Meixner, F. Leberl, M. Brédif. Planar roofsegmentsfromaerial photogrammetry. in 19th ACM-SIGSPATIAL Intl. Conf. on Advances in Geographic Information Systems SanJose, ACM, SanJose, CA, 1–4 November2011.

    P. Meixner, F. Leberl, M. Brédif. Planar roof surface segmentation using 3D vision . In Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (GIS '11), ACM, pp. 9-15, New York, NY, USA.

    B. Vallet, M. Pierrot-Deseilligny, M. Brédif, D. Boldo. Amélioration d’une base de données d’empreintes de bâtiments pour la reconstruction 3D : une approche par découpe et fusion. in Actes du 17ème congrès francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA), Caen, France, Janvier 2010.

    O. Tournaire, M. Brédif, D. Boldo, M. Durupt. Détection d’empreintes de bâtiments dans un Modèle Numérique d’Élévation : une approche énergétique. in Actes du 17ème congrès francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA), Caen, France, Janvier 2010.

    F. Lafarge, R. Keriven, M. Brédif, H. Vu. Hybrid Multi-view Reconstruction by Jump-Diffusion. IEEE Computer Vision and Pattern Recognition (CVPR), San Francisco, USA, June 2010.

    L. Lelégard, M. Brédif, B. Vallet, D. Boldo. Motion blur detection in aerial images shot with channel-dependent exposure time . International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences (IAPRS), vol. 38, part 3A, pp. 180-185, Saint-Mandé, France, 1-3 September 2010.

    F. Lafarge, R. Keriven, M. Brédif. Combining meshes and geometric primitives for accurate and semantic modeling. Proc. British Machine Vision Conference (BMVC), London, UK, September 2009.

    F. Dornaïka, M. Brédif. An Efficient Approach To Building Superstructure Reconstruction Using Digital Elevation Maps . International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. 37 (Part 3A), pp.179-184, Beijing, China, July 2008.

    M. Brédif, D. Boldo, M. Pierrot-Deseilligny, H. Maître. 3D building reconstruction with parametric roof superstructures. IEEE International Conference on Image Processing, San Antonio, USA, September 2007.

    Articles de conférences sans comité de lecture

    M. Weinmann, C. Mallet, M. Brédif. Segmentation and Localization of Individual Trees from MMS Point Cloud Data Acquired in Urban Areas. in Publikationen der DGPF, Bern, 2016.

    J. Böhm, M. Brédif, T. Gierlinger,, M. Kramer, R. Lindenbergh, K. Liu, F. Michel, B. Sirmacek. The IQMULUS urban showcase: automatic tree classification and identification in huge mobile mapping point clouds . International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 41 (B3), pp 301-307, ISPRS Congress, Prague, 2016.

    M. Brédif, B. Vallet, B. Ferrand. Distributed dimensonality-based rendering of lidar point clouds. International Archives of Photogrammetry Remote Sensing and Spatial Information Sciences (GeoBigData), Volume : XL-3/W5.

    L. Caraffa, M. Brédif, B. Vallet. 3D octree based watertight mesh generation from ubiquitous data. International Archives of Photogrammetry Remote Sensing and Spatial Information Sciences (GeoBigData), Volume : XL-3/W5.

    M. Brédif, O. Tournaire. librjmcmc: An Open-source Generic C++ Library for Stochastic Optimization. XXnd Congress of the ISPRS, Melbourne, Australia, 2012.

    F. Coubard, L. Lelégard, M. Brédif, N. Paparoditis, X. Briottet. Reconstruction of Sky Illumination Domes from Ground-Based Panorama. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XXXIX-B3, pp.269-274, XXII ISPRS Congress, Melbourne, Australia, 25 August – 01 September 2012.

    A. Georgantas, M. Brédif, M. Pierrot-Deseilligny. An Accuracy Assessment of Automated Photogrammetric Techniques for 3D Modeling of Complex Interiors . International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences (IARPS), XXXIX-B3, pp.23-28, Melbourne, Australia, 25 August- 1 September 2012.

    E. Honkavaara, R. Arbiol, L. Markelin, L. Martínez, S. Bovet, M. Brédif, L. Chandelier, V. Heikkinen, I. Korpela, L. Lelégard, F. Pérez, D. Schläpfer, T. Tokola. EuroSDR project “Radiometric aspects of digital photogrammetric images” – Results of empirical phase. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences (IAPRS), vol. 38 (Part 4/W19), Hannover, Germany, June 2011.

    Rapports techniques

    M. Brédif, R. Ng, M Levoy, G. Duval, M. Horowitz, P. Hanrahan. Light Field Photography with a Hand-Held Plenoptic Camera. Stanford University Computer Science Tech Report CSTR 2005-02, Stanford, USA, April 2005.



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