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.  

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