Textural kernel for SVM classification in remote sensing: application to forest fire detection and urban area extraction. - Florent Lafarge; Xavier Descombes; Josiane Zerubia (ICIP (3), 2005)

An Automatic 3D City Model: A Bayesian Approach Using Satellite Images. - Florent Lafarge; Xavier Descombes; Josiane Zerubia; Marc Pierrot-Deseilligny (ICASSP (2), 2006)

An Automatic Building Reconstruction Method : A Structural Approach using High Resolution Satellite Images. - Florent Lafarge; Xavier Descombes; Josiane Zerubia; Marc Pierrot-Deseilligny (ICIP, 2006)

Forest fire detection based on Gaussian field analysis. - Florent Lafarge; Xavier Descombes; Josiane Zerubia (EUSIPCO, 2007)

3D City Modeling Based on Hidden Markov Model. - Florent Lafarge; Xavier Descombes; Josiane Zerubia; Marc Pierrot-Deseilligny (ICIP (2), 2007)

Modèles stochastiques pour la reconstruction tridimensionnelle d'environnements urbains. (Stochastic approaches for 3D building reconstruction). - Florent Lafarge (2007)

A Geometric Primitive Extraction Process for Remote Sensing Problems. - Florent Lafarge; Georgy L. Gimel'farb; Xavier Descombes (ACIVS, 2008)

Texture Representation by Geometric Objects using a Jump-Diffusion Process. - Florent Lafarge; Georgy L. Gimel'farb (BMVC, 2008)

Building reconstruction from a single DEM. - Florent Lafarge; Xavier Descombes; Josiane Zerubia; Marc Pierrot-Deseilligny (CVPR, 2008)

Combining Meshes and Geometric Primitives for Accurate and Semantic Modeling. - Florent Lafarge; Renaud Keriven; Mathieu Brédif (BMVC, 2009)

Lidar waveform modeling using a marked point process. - Clément Mallet; Florent Lafarge; Frédéric Bretar; Uwe Soergel; Christian Heipke (ICIP, 2009)

Hybrid multi-view reconstruction by Jump-Diffusion. - Florent Lafarge; Renaud Keriven; Mathieu Brédif; Hoang-Hiep Vu (CVPR, 2010)

Structural Approach for Building Reconstruction from a Single DSM. - Florent Lafarge; Xavier Descombes; Josiane Zerubia; Marc Pierrot-Deseilligny (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Geometric Feature Extraction by a Multimarked Point Process. - Florent Lafarge; Georgy L. Gimel'farb; Xavier Descombes (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Insertion of 3-D-Primitives in Mesh-Based Representations: Towards Compact Models Preserving the Details. - Florent Lafarge; Renaud Keriven; Mathieu Brédif (IEEE Trans. Image Process., 2010)

A Marked Point Process for Modeling Lidar Waveforms. - Clément Mallet; Florent Lafarge; Michel Roux; Uwe Soergel; Frédéric Bretar; Christian Heipke (IEEE Trans. Image Process., 2010)

Building large urban environments from unstructured point data. - Florent Lafarge; Clément Mallet (ICCV, 2011)

Generating compact meshes under planar constraints: An automatic approach for modeling buildings from aerial LiDAR. - Yannick Verdie; Florent Lafarge; Josiane Zerubia (ICIP, 2011)

Efficient Monte Carlo Sampler for Detecting Parametric Objects in Large Scenes. - Yannick Verdie; Florent Lafarge (ECCV (3), 2012)

Creating Large-Scale City Models from 3D-Point Clouds: A Robust Approach with Hybrid Representation. - Florent Lafarge; Clément Mallet (Int. J. Comput. Vis., 2012)

Recovering Line-Networks in Images by Junction-Point Processes. - Dengfeng Chai; Wolfgang Förstner; Florent Lafarge (CVPR, 2013)

Indoor Scene Reconstruction using Primitive-driven Space Partitioning and Graph-cut. - Sven Oesau; Florent Lafarge; Pierre Alliez (UDMV, 2013)

Surface Reconstruction through Point Set Structuring. - Florent Lafarge; Pierre Alliez (Comput. Graph. Forum, 2013)

A Hybrid Multiview Stereo Algorithm for Modeling Urban Scenes. - Florent Lafarge; Renaud Keriven; Mathieu Brédif; Hoang-Hiep Vu (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Some contributions to geometric modeling of urban environments. (Quelques contributions à la modélisation géométrique d'environnements urbains). - Florent Lafarge (2014)

Zometool shape approximation. - Henrik Zimmer; Florent Lafarge; Pierre Alliez; Leif Kobbelt (Graph. Model., 2014)

Detecting parametric objects in large scenes by Monte Carlo sampling. - Yannick Verdie; Florent Lafarge (Int. J. Comput. Vis., 2014)

Image partitioning into convex polygons. - Liuyun Duan; Florent Lafarge (CVPR, 2015)

Line drawing interpretation in a multi-view context. - Jean-Dominique Favreau; Florent Lafarge; Adrien Bousseau (CVPR, 2015)

Some new research directions to explore in urban reconstruction. - Florent Lafarge (JURSE, 2015)

Structure-Aware Mesh Decimation. - David Salinas; Florent Lafarge; Pierre Alliez (Comput. Graph. Forum, 2015)

LOD Generation for Urban Scenes. - Yannick Verdie; Florent Lafarge; Pierre Alliez (ACM Trans. Graph., 2015)

Towards Large-Scale City Reconstruction from Satellites. - Liuyun Duan; Florent Lafarge (ECCV (5), 2016)

Planar Shape Detection and Regularization in Tandem. - Sven Oesau; Florent Lafarge; Pierre Alliez (Comput. Graph. Forum, 2016)

Fidelity vs. simplicity: a global approach to line drawing vectorization. - Jean-Dominique Favreau; Florent Lafarge; Adrien Bousseau (ACM Trans. Graph., 2016)

Photo2clipart: image abstraction and vectorization using layered linear gradients. - Jean-Dominique Favreau; Florent Lafarge; Adrien Bousseau (ACM Trans. Graph., 2017)

KIPPI: KInetic Polygonal Partitioning of Images. - Jean-Philippe Bauchet; Florent Lafarge (CVPR, 2018)

Planar Shape Detection at Structural Scales. - Hao Fang 009; Florent Lafarge; Mathieu Desbrun (CVPR, 2018)

Low-Power Neural Networks for Semantic Segmentation of Satellite Images. - Gaétan Bahl; Lionel Daniel; Matthieu Moretti; Florent Lafarge (ICCV Workshops, 2019)

Scalable Evaluation of 3D City Models. - Oussama Ennafii; Arnaud Le Bris; Florent Lafarge; Clément Mallet (IGARSS, 2019)

The necessary yet complex evaluation of 3D city models: a semantic approach. - Oussama Ennafii; Clément Mallet; Arnaud Le Bris; Florent Lafarge (JURSE, 2019)

Connect-and-Slice: An Hybrid Approach for Reconstructing 3D Objects. - Hao Fang 009; Florent Lafarge (CVPR, 2020)

Approximating shapes in images with low-complexity polygons. - Muxingzi Li; Florent Lafarge; Renaud Marlet (CVPR, 2020)

Extracting Geometric Structures in Images with Delaunay Point Processes. - Jean-Dominique Favreau; Florent Lafarge; Adrien Bousseau; Alex Auvolat (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Kinetic Shape Reconstruction. - Jean-Philippe Bauchet; Florent Lafarge (ACM Trans. Graph., 2020)

Planar Shape Based Registration for Multi-modal Geometry. - Muxingzi Li; Florent Lafarge (BMVC, 2021)

Road Extraction from Overhead Images with Graph Neural Networks. - Gaétan Bahl; Mehdi Bahri; Florent Lafarge (CoRR, 2021)

Single-Shot End-to-end Road Graph Extraction. - Gaétan Bahl; Mehdi Bahri; Florent Lafarge (CVPR Workshops, 2022)

Finding Good Configurations of Planar Primitives in Unorganized Point Clouds. - Mulin Yu; Florent Lafarge (CVPR, 2022)

Scanner Neural Network for On-Board Segmentation of Satellite Images. - Gaétan Bahl; Florent Lafarge (IGARSS, 2022)

Simplification of 2D Polygonal Partitions via Point-line Projective Duality, and Application to Urban Reconstruction. - Julien Vuillamy; André Lieutier; Florent Lafarge; Pierre Alliez (Comput. Graph. Forum, 2022)

SCR: Smooth Contour Regression with Geometric Priors. - Gaétan Bahl; Lionel Daniel; Florent Lafarge (CoRR, 2022)

3D detection of roof sections from a single satellite image and application to LOD2-building reconstruction. - Johann Lussange; Mulin Yu; Yuliya Tarabalka; Florent Lafarge (CoRR, 2023)

Sharp feature consolidation from raw 3D point clouds via displacement learning. - Tong Zhao; Mulin Yu; Pierre Alliez; Florent Lafarge (Comput. Aided Geom. Des., 2023)

SimpliCity: Reconstructing Buildings with Simple Regularized 3D Models. - Jean-Philippe Bauchet; Raphael Sulzer; Florent Lafarge; Yuliya Tarabalka (CVPR Workshops, 2024)

LineFit: A Geometric Approach for Fitting Line Segments in Images. - Marion Boyer; David Youssefi; Florent Lafarge (ECCV (55), 2024)

Concise Plane Arrangements for Low-Poly Surface and Volume Modelling. - Raphael Sulzer; Florent Lafarge (ECCV (74), 2024)

The P3 dataset: Pixels, Points and Polygons for Multimodal Building Vectorization. - Raphael Sulzer; Liuyun Duan; Nicolas Girard; Florent Lafarge (CoRR, 2025)