Publications
 

 

Book chapters
[WIL11a] Simulation et optimization. Lafarge F., Descombes X., Zhizhina E. and Minlos R. In Stochastic geometry for image analysis, Wiley Editions, 2011 (to appear)
[WIL11b] Some applications to image processing: structure extraction. Lafarge F. and Descombes X. In Stochastic geometry for image analysis, Wiley Editions, 2011 (to appear)
[WIL11c] Some applications to image processing: pattern recognition. Lafarge F and Mallet C. In Stochastic geometry for image analysis, Wiley Editions, 2011 (to appear)
[HER11a] Simulation et optimisation. Lafarge F., Descombes X., Zhizhina E. and Minlos R. In Applications de la geometrie stochastique a l'analyse d'images, pages 63-102, Editions Hermes, 2011 (in french)
[HER11b] Quelques applications en traitement d'images: extraction de structures. Lafarge F. and Descombes X. In Applications de la geometrie stochastique a l'analyse d'images, pages 223-258, Editions Hermes, 2011 (in french)
[HER11c] Quelques applications en traitement d'images: reconnaissance de formes. Lafarge F and Mallet C.. In Applications de la geometrie stochastique a l'analyse d'images, pages 259-292, Editions Hermes, 2011 (in french)


 

Journals
[PAMI12] A hybrid multi-view stereo algorithm for modeling urban scenes. Lafarge F., Keriven R., Bredif M. and Vu H. IEEE Trans. on Pattern Analysis and Machine Intelligence, to appear, 2012
[IJCV12] Creating large-scale city models from 3D-point clouds: a robust approach with hybrid representation. Lafarge F. and Mallet C. International Journal of Computer Vision, to appear, 2012
[PAMI10b] Geometric feature extraction by a multi-marked point process. Lafarge F., Gimel'farb G. and Descombes X. IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 32(9), pages 1597-1609, 2010
[IP10b] A marked point process for modeling Lidar waveforms. Mallet C., Lafarge F., Roux M., Soergel U., Bretar F. and Heipke C. IEEE Trans. on Image Processing, Vol. 19(12), pages 3204-3221, 2010
[IP10a] Insertion of 3D-primitives in mesh-based representations: Towards compact models preserving the details. Lafarge F., Keriven, R. and Bredif, M. IEEE Trans. on Image Processing, Vol. 19(7), pages 1683-1694, 2010
[PAMI10a] Structural approach for building reconstruction from a single DSM. Lafarge F., Descombes X., Zerubia J. and Pierrot-Deseilligny M. IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 32(1), pages 135-147, 2010
[JPRS08] Automatic building extraction from DEMs using an object approach and application to the 3D-city modeling. Lafarge F., Descombes X., Zerubia J. and Pierrot-Deseilligny M. Journal of Photogrammetry and Remote Sensing, Vol. 63(3): pages 365-381, 2008
[TS07] Forest fire detection by statistical analysis of rare events from thermical infrared images. Lafarge F., Descombes X., Zerubia J. and Mathieu, S. Traitement du Signal, Vol. 24(1): pages 2-13, 2007 (in french)
[SFPT06] Automatic building reconstruction from DEMs. Lafarge F., Descombes X., Zerubia J. and Pierrot-Deseilligny M. Revue Francaise de Photogrammetrie et de Teledetection, Vol. 184: pages 48-53, 2006
[SFPT05] Parametric model for automatic 3D reconstruction of dense urban areas from HR satellite images. Lafarge F., Descombes X., Zerubia J. and Pierrot-Deseilligny, M. Revue Francaise de Photogrammetrie et de Teledetection, Vol. 180: pages 4-12, 2005 (in french)


 

Conferences
[ICCV11] Building large urban environments from unstructured point data. Lafarge F. and Mallet C. Proceedings of the IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011
[ICIP11] Generating compact meshes under planar constraints: an automatic approach for modeling buildings from aerial lidar. Verdie Y., Lafarge F. and Zerubia J. Proceedings of the IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, 2011
[CVPR10] Hybrid multi-view reconstruction by jump-diffusion. Lafarge F., Keriven R., Bredif M. and Vu H. Proceedings of the IEEE conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, US, 2010
[ICIP09] Lidar waveform modeling using a marked point process. Mallet C., Lafarge F., Bretar F., Soergel U. and Heipke C. Proceedings of the IEEE International Conference on Image Processing (ICIP), Cairo, Egypt, 2009
[BMVC09] Combining meshes and geometric primitives for accurate and semantic modeling. Lafarge F., Keriven R. and Bredif M. Proceedings of the British Machine Vision Conference (BMVC), London, UK, 2009
[LS09] A stochastic approach for modelling airborne lidar waveforms. Mallet C., Lafarge F., Bretar F., Roux M., Soergel U. and Heipke C. Laser scanning, Paris, France, 2009
[CVPR08] Building reconstruction from a single DEM. Lafarge F., Descombes X., Zerubia J. and Pierrot-Deseilligny M. Proceedings of the IEEE conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, US, 2008
[BMVC08] Texture representation by geometric objects using a jump-diffusion process. Lafarge F. and Gimel'farb, G. Proceedings of the British Machine Vision Conference (BMVC), Leeds, UK, 2008
[SPRS08] A new computationally efficient stochastic approach for building reconstruction from satellite data. Lafarge F., Durupt M., Descombes X., Zerubia J. and Pierrot-Deseilligny M. XXI ISPRS Congress, Beijing, China, 2008
[ACIVS08] A geometric primitive extraction process for remote sensing problems. Lafarge F., Descombes X. and Gimel'farb, G. Proceedings of Advanced Concepts for Intelligent Vision Systems (ACIVS), Juan-Les-Pins, France, 2008
[SA08] Automatic 3D modeling of urban scenes from satellite images. Lafarge F., Descombes X., Zerubia J. and Pierrot-Deseilligny M. SPACE APPLI, Toulouse, France, 2008
[EUSI07] Forest fire detection based on Gaussian field analysis. Lafarge F., Descombes X., and Zerubia J. Proceedings of the European Signal Processing Conference (EUSIPCO), Poznan, Poland, 2007
[PIA07] Road marking detection with marked point processes. Tournaire O., Paparoditis N. and Lafarge F. ISPRS Photogrammetric Image Analysis conference (PIA), Munich, Germany, 2007
[ICIP07] 3D city modeling based on hidden Markov model. Lafarge F., Descombes X., Zerubia J. and Pierrot-Deseilligny M. Proceedings of the IEEE International Conference on Image Processing (ICIP), San Antonio, US, 2007
[ICIP06] An automatic building reconstruction method: a structural approach using HR images. Lafarge F., Descombes X., Zerubia J. and Pierrot-Deseilligny M. Proceedings of the IEEE International Conference on Image Processing (ICIP), Atlanta, US, 2006
[ICAS06] An automatic 3D city model: a Bayesian approach using satellite images. Lafarge F., Descombes X., Zerubia J. and Pierrot-Deseilligny M. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toulouse, France, 2006
[SPRS06] Automatic 3D building reconstruction from DEMs: an application to PLEIADES simulations. Lafarge F., Descombes X., Zerubia J. and Pierrot-Deseilligny M. ISPRS Commission I Symposium, Marne la vallee, France, 2006
[ICIP05] Textural kernel for SVM classification in remote sensing: application to forest fire detection and urban area extraction. Lafarge F., Descombes X. and Zerubia J. Proceedings of the IEEE International Conference on Image Processing (ICIP), Genoa, Italy, 2005
[GRET05] Forest fire detection from TIR satellite images by statistical analysis of rare events. Lafarge F., Descombes X., Zerubia J. and Mathieu S. GRETSI, Louvain La Neuve, Belgium, 2005 (in french)


 

Technical reports / Thesis
[TR11] Modeling urban landscapes from point clouds: a generic approach. Lafarge F. and Mallet C. INRIA Technical Report 7612, 2011
[PHD07] Stochastic models for tridimensional reconstruction of urban environments. PhD thesis, Ecole des Mines de Paris, France, 2007 (in french)
[TR06b] A structural approach for 3D building reconstruction. Lafarge F., Descombes X., Zerubia J. and Pierrot-Deseilligny M. INRIA Technical Report 6048, 2006
[TR06a] An automatic building extraction method: application to the 3D city modeling. Lafarge F., Trontin P., Descombes X., Zerubia J. and Pierrot-Deseilligny M. INRIA Technical Report 5925, 2006
[TR05] A parametric model for automatic 3D building reconstruction from HR satellite images. Lafarge F., Descombes X., Zerubia J. and Pierrot-Deseilligny M. INRIA Technical Report 5687, 2005
[TR04b] Textural kernels for SVM classification applied to remote sensing problems. Lafarge F., Descombes X. and Zerubia J. INRIA Technical Report 5370, 2004 (in french)
[TR04a] Forest fire detection by statistical analysis of the radiometry of satellite images. Lafarge F., Descombes X. and Zerubia J. INRIA Technical Report 5369, 2004 (in french)
[MAST04] Forest fire detection by radiometric and textural analysis. Master thesis, SUPAERO, France, 2004 (in french)


 

 


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