Publications

2019

Elia Moscoso Thompson, Silvia Biasotti, Julie Digne & Raphaëlle Chaine (2019). mpLBP: An Extension of the Local Binary Pattern to Surfaces based on an Efficient Coding of the Point Neighbours. Eurographics Workshop on 3D Object Retrieval, 5 mai 2019, Gênes (Italie)
Preprint
FAKIR : An algorithm for estimating the pose and elementary anatomy of archaeological statues, Tong Fu, Raphaëlle Chaine, Julie Digne (2019). Arxiv preprint 1907.11721

2018

Habilitation à Diriger des Recherches, defended on September 27th, 2018. Manuscript
Wavejets: A Local Frequency Framework for Shape Details Amplification, Yohann Béarzi, Julie Digne, Raphaëlle Chaine, Proc. Eurographics 2018 (Computer Graphics Forum). Project's webpage
Sparse Geometric Representation Through Local Shape Probing Julie Digne, Sébastien Valette, Raphaëlle Chaine, IEEE Transactions on Visualization and Computer Graphics 2018. Presented at SGP 2018 Preprint Project's webpage
Super-resolution of Point Set Surfaces using Local Similarities, A. Hamdi-Cherif, J. Digne, R. Chaine, Computer Graphics Forum, vol. 37 pp 60-70, 2018. Presented at Eurographics 2018 Preprint.
Correcting Motion Distortions in Time-of-Flight Imaging Beatrix-Emöke Fulop-Balogh, Nicolas Bonneel, Julie Digne, Short paper in ACM Motion, Interaction and Games 2018 Paper

2017

Fine Scale Image Registration in Large-Scale Urban LIDAR Point Sets, Maximilien Guislain, Julie Digne, Raphaëlle Chaine, Gilles Monnier, Computer Vision and Image Understanding (CVIU) Special Issue on Large-Scale 3D Modeling of Urban Indoor or Outdoor Scenes from Images and Range Scans, Volume 157, pages 90-102, issn 1077-3142, 2017. Paper
The Bilateral Filter for Point Clouds, Julie Digne, Carlo De Franchis, Image Processing On Line, 7 (2017), pp. 278–287 Paper
Interactive Example-Based Terrain Authoring with Conditional Generative Adversarial Networks Eric Guérin, Julie Digne, Eric Galin, Adrien Peytavie, Christian Wolf, Bedrich Benes, Benoit Martinez, ACM Transactions on Graphics, Proc. Siggraph Asia 2017, Project's webpage, HAL version (pdf)
Coherent multi-layer landscape synthesis Oscar Argudo, Carlos Andujar, Antonio Chica, Eric Guérin, Julie Digne, Adrien Peytavie, Eric Galin, Computer Graphics International, The Visual Computer, 2017, paper

2016

Detecting and Correcting Shadows in Urban Point Clouds and Image Collections, Maximilien Guislain, Julie Digne, Raphaëlle Chaine, Dimitri Kudelski, Pascal Lefebvre-Albaret, Proceedings 3DV2016, Stanford, October 2016. Paper
Sparse representation of terrains for procedural modeling , Eric Guérin, Julie Digne, Eric Galin, Adrien Peytavie, Computer Graphics Forum 2016, Proceedings Eurographics 2016. Project's webpage, PDF
Preprints, Communications
Sparse Geometric Representation Through Local Shape Probing Julie Digne, Sébastien Valette, Raphaëlle Chaine, arXiv:1612.02261, December 2016. Preprint
Recalage d'image dans des nuages de points de scènes urbaines, Maximilien Guislain, Julie Digne, Raphaëlle Chaine, Gilles Monnier, Actes des Journées du Groupe de Travail en Modélisation Géométrique 2016, Dijon, France, Mars 2016.

2015

An Implementation and Parallelization of the Scale Space Meshing Algorithm, Julie Digne, Image Processing On Line (IPOL), 2015, 5, pp.282-295 Paper and demo
Neighborhood filters and the recovery of 3D information, Julie Digne, Mariella Dimiccoli, Neus Sabater, Philippe Salembier, chapter in Handbook of Mathematical Methods in Imaging, Springer Verlag, pp 1203-1229, 2012. 2nd edition 2015

2014

Self-similarity for accurate compression of point sampled surfaces, Julie Digne, Raphaëlle Chaine, Sébastien Valette, Computer Graphics Forum 2014, vol.33, no2, pp155-164, Proceedings Eurographics 2014 Project's webpage
A numerical analysis of differential operators on raw point clouds, Julie Digne, Jean-Michel Morel, Numerische Mathematik , vol. 127(2), pp 255-289, Springer, 2014. HAL version
An analysis and implementation of a parallel ball pivoting algorithm, Julie Digne, Image Processing On Line (IPOL), vol. 4 pp 149-168, 2014. Paper and demo
Preprints, Communications
Auto-similarité pour la compression haute précision des surfaces échantillonnées, Julie Digne, Raphaëlle Chaine, Sébastien Valette, actes du GTMG 2014, Lyon, Mars 2014. page du projet

2013

Feature-Preserving Surface Reconstruction and Simplification from Defect-Laden Point Sets, Julie Digne, David Cohen-Steiner, Pierre Alliez, Mathieu Desbrun, Fernando de Goes, Journal of Mathematical Imaging and Vision, Springer, 2013 Project's webpage
Preprints, Communications
Transport optimal pour la reconstruction robuste de formes à partir de nuages de points, Julie Digne, Pierre Alliez, David Cohen-Steiner, actes du GTMG 2013, Marseille, Mars 2013. page du projet

2012

Similarity based filtering of point clouds, Julie Digne, Proceedings CVPR2012 (International Workshop on Point Cloud Processing), 2012. Paper in pdf
Mesh Segmentation and Model Extraction, Julie Digne, Jean-Michel Morel, Charyar Mehdi Souzani, Claire Lartigue,Lecture Notes in Computer Science,Springer, 2012.

2011

Scale Space Meshing of Raw Data Point Sets, Julie Digne, Jean-Michel Morel, Charyar Mehdi Souzani, Claire Lartigue, Computer Graphics Forum, 2011, Volume 30 - Issue 6, pages 1630-1642. Project's webpage
Farman Institute 3D Point Sets - High Precision 3D Data Sets, Julie Digne, Nicolas Audfray, Claire Lartigue, Charyar Mehdi-Souzani, Jean-Michel Morel, Image Processing On Line (IPOL), 2011 (View the article)
Fusion de MNE issues de données InterAtlas, rapport CNES, Pascal Monasse, Julie Digne, Jean-Michel Morel, mai 2011
Preprints, Communications
Segmentation de maillages et extraction de primitives géométriques simples, Julie Digne, Nicolas Audfray, Charyar Mehdi-Souzani, Claire Lartigue, Jean-Michel Morel, actes de GTMG 2011 (Mars 2011)
Traitement des données issues de la numérisation 3D pour des applications en métrologie, Nicolas Audfray, Charyar Mehdi-Souzani, Claire Lartigue, Julie Digne, 15ème congrès international de métrologie, Paris, 3-6 octobre 2011

2010

High Fidelity Scan Merging, Julie Digne, Jean-Michel Morel, Nicolas Audfray, Claire Lartigue, Computer Graphics Forum, 2010, Volume 29 - Issue 5, pages 1643-1651, Proc. Symposium on Geometry Processing 2010 Project's webpage
The Level Set Tree on Meshes, Julie Digne, Jean-Michel Morel, Nicolas Audfray, Charyar Mehdi-Souzani, Proc. 3DPVT 2010. Project's webpage
Feature extraction from high-density point clouds: toward automation of an intelligent 3D contact less digitizing strategy, Charyar Mehdi-Souzani, Julie Digne, Nicolas Audfray, Claire Lartigue, Jean-Michel Morel, 10th International Conference on Computer Aided Design, June 21-25, Dubai (UAE), 2010
PhD thesis: Inverse Geometry: From the raw point cloud to the 3D surface - Theory and Algorithms
defended on 2010/11/23 at ENS Cachan webpage. My thesis was awarded the Hadamard phd award 2012