Florent Lafarge

Orcid: 0000-0001-6117-976X

According to our database1, Florent Lafarge authored at least 54 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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On csauthors.net:

Bibliography

2023
Sharp feature consolidation from raw 3D point clouds via displacement learning.
Comput. Aided Geom. Des., June, 2023

3D detection of roof sections from a single satellite image and application to LOD2-building reconstruction.
CoRR, 2023

2022
SCR: Smooth Contour Regression with Geometric Priors.
CoRR, 2022

Simplification of 2D Polygonal Partitions via Point-line Projective Duality, and Application to Urban Reconstruction.
Comput. Graph. Forum, 2022

Scanner Neural Network for On-Board Segmentation of Satellite Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Finding Good Configurations of Planar Primitives in Unorganized Point Clouds.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Single-Shot End-to-end Road Graph Extraction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Road Extraction from Overhead Images with Graph Neural Networks.
CoRR, 2021

Planar Shape Based Registration for Multi-modal Geometry.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Kinetic Shape Reconstruction.
ACM Trans. Graph., 2020

Extracting Geometric Structures in Images with Delaunay Point Processes.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Approximating shapes in images with low-complexity polygons.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Connect-and-Slice: An Hybrid Approach for Reconstructing 3D Objects.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
The necessary yet complex evaluation of 3D city models: a semantic approach.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Scalable Evaluation of 3D City Models.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Low-Power Neural Networks for Semantic Segmentation of Satellite Images.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018
Planar Shape Detection at Structural Scales.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

KIPPI: KInetic Polygonal Partitioning of Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Photo2clipart: image abstraction and vectorization using layered linear gradients.
ACM Trans. Graph., 2017

2016
Fidelity vs. simplicity: a global approach to line drawing vectorization.
ACM Trans. Graph., 2016

Planar Shape Detection and Regularization in Tandem.
Comput. Graph. Forum, 2016

Towards Large-Scale City Reconstruction from Satellites.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
LOD Generation for Urban Scenes.
ACM Trans. Graph., 2015

Structure-Aware Mesh Decimation.
Comput. Graph. Forum, 2015

Some new research directions to explore in urban reconstruction.
Proceedings of the Joint Urban Remote Sensing Event, 2015

Line drawing interpretation in a multi-view context.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Image partitioning into convex polygons.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Detecting parametric objects in large scenes by Monte Carlo sampling.
Int. J. Comput. Vis., 2014

Zometool shape approximation.
Graph. Model., 2014

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

2013
A Hybrid Multiview Stereo Algorithm for Modeling Urban Scenes.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Surface Reconstruction through Point Set Structuring.
Comput. Graph. Forum, 2013

Indoor Scene Reconstruction using Primitive-driven Space Partitioning and Graph-cut.
Proceedings of the Eurographics Workshop on Urban Data Modelling and Visualisation, 2013

Recovering Line-Networks in Images by Junction-Point Processes.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Creating Large-Scale City Models from 3D-Point Clouds: A Robust Approach with Hybrid Representation.
Int. J. Comput. Vis., 2012

Efficient Monte Carlo Sampler for Detecting Parametric Objects in Large Scenes.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Generating compact meshes under planar constraints: An automatic approach for modeling buildings from aerial LiDAR.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Building large urban environments from unstructured point data.
Proceedings of the IEEE International Conference on Computer Vision, 2011

2010
A Marked Point Process for Modeling Lidar Waveforms.
IEEE Trans. Image Process., 2010

Insertion of 3-D-Primitives in Mesh-Based Representations: Towards Compact Models Preserving the Details.
IEEE Trans. Image Process., 2010

Geometric Feature Extraction by a Multimarked Point Process.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Structural Approach for Building Reconstruction from a Single DSM.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Hybrid multi-view reconstruction by Jump-Diffusion.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Lidar waveform modeling using a marked point process.
Proceedings of the International Conference on Image Processing, 2009

Combining Meshes and Geometric Primitives for Accurate and Semantic Modeling.
Proceedings of the British Machine Vision Conference, 2009

2008
Building reconstruction from a single DEM.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Texture Representation by Geometric Objects using a Jump-Diffusion Process.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

A Geometric Primitive Extraction Process for Remote Sensing Problems.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007
Modèles stochastiques pour la reconstruction tridimensionnelle d'environnements urbains. (Stochastic approaches for 3D building reconstruction).
PhD thesis, 2007

3D City Modeling Based on Hidden Markov Model.
Proceedings of the International Conference on Image Processing, 2007

Forest fire detection based on Gaussian field analysis.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
An Automatic Building Reconstruction Method : A Structural Approach using High Resolution Satellite Images.
Proceedings of the International Conference on Image Processing, 2006

An Automatic 3D City Model: A Bayesian Approach Using Satellite Images.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Textural kernel for SVM classification in remote sensing: application to forest fire detection and urban area extraction.
Proceedings of the 2005 International Conference on Image Processing, 2005


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