Publications du MATIS
Auteur : Florent Lafarge

2012

F. Lafarge, C. Mallet. Creating large-scale city models from 3D-point clouds: a robust approach with hybrid representation. International Journal of Computer Vision 99(1), pp.69-85, August 2012.  

2011

F. Lafarge, C. Mallet. Quelques applications en traitement d'images : reconnaissance de formes. In Applications de la Géometrie stochastique à l'analyse d'images, pp. 131-192, Descombes X. (Ed), Editions Hermes.  

F. Lafarge, C. Mallet. Building large urban environments from unstructured point data. Proc. of the IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, November 2011.  

F. Lafarge, C. Mallet. Modeling urban landscapes from point clouds: a generic approach. INRIA Technical Report 7612.  

F. Lafarge, C. Mallet. Some applications to image processing: pattern recognition. In Stochastic geometry for image analysis, Wiley Editions.  

2010

F. Lafarge, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. Structural Approach for Building Reconstruction from a Single DSM. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32(1), pp.135--147, January 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.  

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.  

C. Mallet, F. Lafarge, M. Roux, U. Soergel, F. Bretar, C. Heipke. A Marked Point Process for Modeling Lidar Waveforms. IEEE Transactions on Image Processing, vol. 19 (12), pp. 3204-3221 , December 2010.  

2009

C. Mallet, F. Lafarge, F. Bretar, M. Roux, U. Soergel, C. Heipke. A stochastic approach for modelling airborne lidar waveforms. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. 38 (Part 3/W8), pp.201-206, Paris, France, September 2009.  

C. Mallet, F. Lafarge, F. Bretar, U. Soergel, C. Heipke. Lidar Waveform Modeling using a Marked Point Process. IEEE International Conference on Image Processing (ICIP), Cairo, Egypt, November 2009.  

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.  

2008

F. Lafarge, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. Automatic Building Extraction from DEMs using an Object Approach and Application to the 3D-city Modeling. ISPRS Journal of Photogrammetry and Remote Sensing, vol. 63, n°3, pp.365--381, May 2008.  

F. Lafarge, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. Building reconstruction from a single DEM. IEEE Computer Vision and Pattern Recognition (CVPR), Anchorage, USA, June 2008.  

F. Lafarge, M. Durupt, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. A new computationally efficient stochastic approach for building reconstruction from satellite data. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. 37 (Part 3A), pp.259-264, Beijing, China, July 2008.  

2007

F. Lafarge, X. Descombes, J. Zerubia, S. Mathieu. Détection de feux de forêt par analyse statistique d'évènements rares à partir d'images infrarouges thermiques. Traitement du Signal, vol. 24, n°1.  

F. Lafarge, X. Descombes, J. Zerubia. Forest Fire Detection based on Gaussian field analysis. European Signal Processing Conference (EUSIPCO), Poznan, Poland, September 2007.  

F. Lafarge, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. 3D city modeling based on Hidden Markov Model. IEEE International Conference on Image Processing (ICIP), San Antonio, USA, September 2007.  

O. Tournaire, N. Paparoditis, F. Lafarge. Rectangular road marking detection with marked point processes. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. 36 (Part 3/W49A), Munich, Germany, September 2007.  

M. Durupt, F. Lafarge, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. Une approche structurelle pour la modélisation urbaine en 3D à partir d'images satellitaires THR et de données cadastrales. Atelier PNTS "La très haute résolution spatiale en télédétection", Nantes, France, September 2007.  

F. Lafarge. Modèles stochastiques pour la reconstruction tridimensionnelle d'environnements urbains. Thèse de doctorat de l'Ecole des Mines de Paris, octobre 2007.  

2006

F. Lafarge, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. An Automatic 3D City Model : a Bayesian Approach using Satellite Images. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , Toulouse, France, May 2006.  

F. Lafarge, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. An Automatic Building Reconstruction Method : A Structural Approach Using High Resolution Images. IEEE International Conference on Image Processing (ICIP), Atlanta, USA, October 2006.  

F. Lafarge, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. Automatic 3D Building Reconstruction from DEMs: an Application to PLEIADES Simulations. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 36 (Part 1), Marne-la-Vallée, France, July 2006.  

F. Lafarge, P. Trontin, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. An automatic building extraction method : Application to the 3D-city modeling. Research Report 5925, INRIA, France.  

F. Lafarge, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. A structural approach for automatic 3D city modeling . Mathematical Methods for Multi-channel Image Processing workshop, Beijing, China, July 2006.  

F. Lafarge, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. 3D city modeling using RJMCMC sampler. Workshop on Image Analysis and Inverse Problems, Eindhoven, The Nederlands, December 2006.  

F. Lafarge, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. A structural approach for 3D building reconstruction. Research report n°6048, INRIA, November 2006.  

F. Lafarge, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. Automatic building 3D reconstruction from DEMs. Revue Française de Photogrammétrie et de Télédétection (SFPT), vol. 184, PP.48-53.  

2005

F. Lafarge, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. Urban 3D Reconstruction from PLEIADES Simulations. 6th DLR-CNES Workshop Information Extraction and Scene Understanding for Meter Resolution Images, Oberpfaffenhofen, Germany, November 15-17, 2005.  

F. Lafarge, X. Descombes, J. Zerubia. Textural Kernel for SVM Classification in Remote Sensing : Application to Forest Fire Detection and Urban Area Extraction. IEEE International Conference on Image Processing (ICIP), Genoa, Italy, September 2005.  

F. Lafarge, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. A Parametric Model for Automatic 3D Building Reconstruction from High Resolution Satellite Images. Rapport de Recherche 5687, INRIA, France, September 2005.  

F. Lafarge, X. Descombes, J. Zerubia. Détection de feux de forêt à partir d'images satellitaires IRT par analyse statistique d'évènements rares. GRETSI Symposium on Signal and Image Processing, Louvain-la-Neuve, Belgium, September 2005.  

F. Lafarge, X. Descombes, J. Zerubia, M. Pierrot-Deseilligny. Modèle Paramétrique pour la Reconstruction Automatique en 3D de Zones Urbaines Denses à partir d'Images Satellitaires Haute Résolution. Revue Française de Photogrammétrie et de Télédétection (SFPT), 180: pages 4-12.  

2004

F. Lafarge, X. Descombes, J. Zerubia. Forest Fire Detection and Urban Area Extraction using Support Vector Machine Classification. 5th DLR-CNES Workshop Information Extraction and Scene Understanding for Meter Resolution Images, Oberpfaffenhofen, Germany, November 29 - December 1, 2004.  

F. Lafarge, X. Descombes, J. Zerubia. Noyaux Texturaux pour les Problèmes de Classification par SVM en Télédétection. Rapport de Recherche 5370, INRIA, France, December 2004.  

F. Lafarge, X. Descombes, J. Zerubia. Détection de Feux de Forêt par Analyse Statistique de la Radiométrie d'Images Satellitaires. Rapport de Recherche 5369, INRIA, France, December 2004.  

Site internet de la recherche à l'IGN