LineFit: A Geometric Approach for Fitting Line Segments in Images
Boyer M., Youssefi D. and Lafarge F.
Proc. of the European Conference on Computer Vision (ECCV), 2024
[paper] [supplementary][bibtex] [dataset and software]

Concise Plane Arrangements for Low-Poly Surface and Volume Modelling
Sulzer R. and Lafarge F.
Proc. of the European Conference on Computer Vision (ECCV), 2024
[paper] [supplementary][bibtex] [code]

SimpliCity: Reconstructing Buildings with Simple Regularized 3D Models
Bauchet J.P., Sulzer R., Lafarge F. and Tarabalka Y.
Proc. of the CVPR USM3D Workshop, 2024
[paper] [bibtex]

Sharp Feature Consolidation from Raw 3D Point Clouds via Displacement Learning
Zhao T., Yu M., Alliez P. and Lafarge F.
Computer Aided Geometric Design, , Vol. 103, 2022
[paper] [bibtex]

3D detection of roof sections from a single satellite image and application to LOD2-building reconstruction
Lussange J., Yu M., Tarabalka Y. and Lafarge F.
ArXiv:2307.05409, 2023
[paper]

Finding Good Configurations of Planar Primitives in Unorganized Point Clouds
Yu M. and Lafarge F.
Proc. of the IEEE conference on Computer Vision and Pattern Recognition (CVPR), 2022
[paper] [supplementary] [bibtex] [code]

Single-Shot End-to-end Road Graph Extraction
Bahl G., Bahri M. and Lafarge F.
Proc. of the CVPR EarthVision Workshop, 2022
[paper] [bibtex]

Repairing geometric errors in 3D urban models with kinetic data structures
Yu M., Lafarge F., Oesau S. and Hilaire B.
ISPRS Journal of Photogrammetry and Remote Sensing (JPRS), Vol. 192, 2022
[paper] [bibtex]

Simplification of 2D Polygonal Partitions via Point-line Projective Duality, and Application to Urban Reconstruction
Vuillamy J., Lieutier A., Lafarge F. and Alliez P.
Computer Graphics Forum, Vol. 41(6), 2022
[paper] [bibtex]

SCR: Smooth Contour Regression with Geometric Priors
Bahl G., Daniel L. and Lafarge F.
ArXiv:2202.03784, 2022
[paper]

Scanner Neural Network for On-board Segmentation of Satellite Images
Bahl G. and Lafarge F.
Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022
[paper] [bibtex] [code coming soon]

Planar Shape Based Registration for Multi-modal Geometry
Li M. and Lafarge F.
Proc. of the British Machine Vision Conference (BMVC), 2021
[paper] [supplementary] [bibtex] [code]

Floorplan generation from 3D point clouds: A space partitioning approach
Fang H., Lafarge F., Pan, C. and Huang, H.
ISPRS Journal of Photogrammetry and Remote Sensing (JPRS), Vol. 175, 2021
[paper] [bibtex]

Kinetic Shape Reconstruction
Bauchet J.P. and Lafarge F.
ACM Trans. on Graphics, Vol. 39(5), 2020
[paper] [supplementary] [bibtex][code]

Approximating shapes in images with low-complexity polygons
Li M., Lafarge F. and Marlet R.
Proc. of the IEEE conference on Computer Vision and Pattern Recognition (CVPR), 2020
[paper] [bibtex][code]

Connect-and-Slice: an hybrid approach for reconstructing 3D objects
Fang H. and Lafarge F.
Proc. of the IEEE conference on Computer Vision and Pattern Recognition (CVPR), 2020
[paper] [suppl] [bibtex]

Extracting Geometric Structures in Images with Delaunay Point Processes
Favreau J.D., Lafarge F., Bousseau A. and Auvolat A.
IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), Vol. 42(4), 2020
[paper] [bibtex][code]

Low-power neural networks for semantic segmentation of satellite images
Bahl G., Daniel L., Moretti M. and Lafarge F.
Proc. of the ICCV Workshop on Low-Power Computer Vision (ICCVW), 2019
[paper] [bibtex]

City Reconstruction from Airborne Lidar: A Computational Geometry Approach
Bauchet J.P. and Lafarge F.
Proc. of 3D GeoInfo, 2019
[paper] [bibtex]

Pyramid Scene Parsing Network in 3D: improving semantic segmentation of point clouds with multi-scale contextual information
Fang H. and Lafarge F.
ISPRS Journal of Photogrammetry and Remote Sensing (JPRS), Vol. 154, 2019
[paper] [bibtex]

A learning approach to evaluate the quality of 3D city models
Ennafii O., Le Bris A., Lafarge F. and Mallet C.
Photogrammetric engineering and remote sensing, Vol. 85(12), 2019
[paper] [bibtex]

KIPPI: KInetic Polygonal Partitioning of Images
Bauchet J.P. and Lafarge F.
Proc. of the IEEE conference on Computer Vision and Pattern Recognition (CVPR), 2018
[paper] [bibtex][code]

Planar Shape Detection at Structural Scales
Fang H., Lafarge F. and Desbrun M.
Proc. of the IEEE conference on Computer Vision and Pattern Recognition (CVPR), 2018
[paper] [bibtex]

Photo2ClipArt: Image Abstraction and Vectorization Using Layered Linear Gradients
Favreau J.D., Lafarge F. and Bousseau A.
Proc. of SIGGRAPH ASIA conference, 2017
[paper] [video] [bibtex]

Semantic segmentation of 3D textured meshes for urban scene analysis
Rouhani M., Lafarge F. and Alliez P.
ISPRS Journal of Photogrammetry and Remote Sensing (JPRS), Vol. 123, 2017
[paper] [bibtex]

Forest point processes for the automatic extraction of networks in raster data
Schmidt A., Lafarge F., Brenner C., Rottensteiner F. and Heipke C.
ISPRS Journal of Photogrammetry and Remote Sensing (JPRS), Vol. 125, 2017
[paper] [bibtex]

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]

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]

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]

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]

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]

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]

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]