Florent Lafarge

INRIA
Titane research group
2004 routes des Lucioles
06902 Sophia Antipolis, France


email: florent(dot)lafarge(at)inria(dot)fr
ph:  +33 (0)4 92 38 77 31


 


Research interest
My research focuses on the geometric modeling and the analysis of 3D environments from physical measurements, typically multi-view imagery and laser scanning.



Bio
Since 2010 Researcher at INRIA Sophia Antipolis Mediterranee, France
2009 PostDoc at Imagine lab, ENPC, Paris, France
2008 PostDoc at Department of Computer Science, University of Auckland, New Zealand
2004-2007 PhD in applied mathematics at Matis laboratory, IGN, Paris, France



Selected publications
 


- 2016 -

Towards large-scale city reconstruction from satellites
Duan L. and Lafarge F.
Proc. of the European Conference on Computer Vision (ECCV)
, 2016
[paper] [bibtex] [supp.]


Fidelity vs. Simplicity: a Global Approach to Line Drawing Vectorization
Favreau J.D., Lafarge F. and Bousseau A.
Proc. of SIGGRAPH conference
, 2016
[paper] [bibtex] [webpage]


Object Classification via Planar Abstraction
Oesau S., Lafarge F. and Alliez P.
Proc. of the ISPRS Congress
, 2016
[paper] [bibtex]


Planar Shape Detection and Regularization in Tandem
Oesau S., Lafarge F. and Alliez P.
Computer Graphics Forum
, Vol. 35(1), 2016
[paper] [bibtex]



- 2015 -

Image Partitioning into Convex Polygons
Duan L. and Lafarge F.
Proc. of the IEEE conference on Computer Vision and Pattern Recognition (CVPR)
, 2015
[paper] [bibtex]


Line Drawing Interpretation in a Multi-View Context
Favreau J.D., Lafarge F. and Bousseau A.
Proc. of the IEEE conference on Computer Vision and Pattern Recognition (CVPR)
, 2015
[paper] [bibtex]


LOD Generation for Urban Scenes
Verdie Y., Lafarge F. and Alliez P.
ACM Trans. on Graphics
, Vol. 34(3), 2015
[paper] [bibtex]


Structure-Aware Mesh Decimation
Salinas D., Lafarge F. and Alliez P.
Computer Graphics Forum
, Vol. 34(6), 2015
[paper] [bibtex]



- 2014 -

Indoor Scene Reconstruction using Feature Sensitive Primitive Extraction and Graph-cut
Oesau S., Lafarge F. and Alliez P.
ISPRS Journal of Photogrammetry and Remote Sensing (JPRS)
, Vol. 90, 2014 (best paper award)
[paper] [bibtex]


Zometool Shape Approximation
Zimmer H., Lafarge F., Alliez P. and Kobbelt L.
Graphical Models
, Vol. 76(5), 2014
[paper] [bibtex] [video]


Detecting parametric objects in large scenes by Monte Carlo sampling
Verdie Y. and Lafarge F.
International Journal of Computer Vision (IJCV)
, Vol. 106(1), 2014
[paper] [bibtex]



- 2013 -

Recovering line-networks in images by junction-point processes
Chai D., Forstner W. and Lafarge F.
Proc. of the IEEE conference on Computer Vision and Pattern Recognition (CVPR)
, 2013
[paper] [bibtex]


Surface reconstruction through point set structuring
Lafarge F. and Alliez P.
Proc. of Eurographics
, 2013
[paper] [bibtex]


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 (PAMI), Vol. 35(1), 2013
[paper] [bibtex]



- 2012 -

Efficient Monte Carlo sampler for detecting parametric objects in large scenes
Verdie Y. and Lafarge F.
Proc. of the European Conference on Computer Vision (ECCV),
, 2012
[paper] [bibtex]


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 (IJCV),
Vol. 99(1), 2012
[paper] [bibtex]



- 2011 -

Stochastic geometry for image analysis
Chatelain F., Descombes X., Lafarge F., Lantuejoul C., Mallet C., Minlos M., Schmitt M., Sigelle M., Stoica R. and Zhizhina E.
Wiley/Iste,
Ed. X. Descombes, 2011
[html] [bibtex]


Building large urban environments from unstructured point data
Lafarge F. and Mallet C.
Proc. of the IEEE International Conference on Computer Vision (ICCV)
, 2011
[paper] [bibtex]



- 2010 -

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 (PAMI),
Vol. 32(9), 2010
[paper] [bibtex]

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 (IP),
Vol. 19(12), 2010
[paper] [bibtex]

Hybrid Multi-view Reconstruction by Jump-Diffusion
Lafarge F., Keriven R.,Bredif M. and Vu H.
Proc. of the IEEE conference on Computer Vision and Pattern Recognition (CVPR)
, 2010
[paper] [bibtex] [presentation]

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 (IP),
Vol. 19(7), 2010
[paper] [bibtex]

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 (PAMI),
Vol. 32(1), 2010
[paper] [bibtex]

 


More
Maybe you want to know where Sophia Antipolis is and what we can do around, or things about my research activities, publications, courses i give, datasets and evaluation tools or some codes. Or more interesting, Bob Dylan's Mama, you've been on my mind perfomed by Jeff Buckley