 | Example-Based Sampling with Diffusion Models, Bastien Doignies, Nicolas Bonneel, David Coeurjolly, Julie Digne, Loïs Paulin, Jean-Claude Iehl, Victor Ostromoukhov, Siggraph Asia (conference track), December 2023, Preprint, Code |
 | Neural skeleton: implicit neural representation away from the surface, Mattéo Clémot and Julie Digne, Shape Modeling International 2023, Computer & Graphics. Best paper award. Preprint, Code, Replicability Stamp. |
 | Lightweight integration of 3D features to improve 2D image segmentation, Olivier Pradelle, Raphaelle Chaine, David Wendland, Julie Digne,, Shape Modeling International 2023, Computer & Graphics.Preprint, Code |
 | A survey of Optimal Transport for Computer Graphics and Computer Vision, Nicolas Bonneel and Julie Digne, Eurographics 2023 State of the Art Report, Computer Graphics Forum HAL preprint. |
 | EAGLE: Large-scale Learning of Turbulent Fluid Dynamics with Mesh Transformers, Steeven Janny, Aurélien Bénéteau, Madiha Nadri, Julie Digne, Nicolas Thome, Christian Wolf, ICLR 2023, Project's page, OpenReview preprint, HAL preprint, Code |
 | Gradient Terrain Authoring, Eric Guérin, Adrien Peytavie, Simon Masnou, Julie Digne, Basile Sauvage, James Gain, and Eric Galin, Computer Graphics Forum, Proc. Eurographics 2022 HAL Preprint 03577171, Code, Video |
 | Dynamic Scene Novel View Synthesis via Deferred Spatio-temporal Consistency, Beatrix-Emoke Fulop-Balogh, Eleanor Tursman, James Tompkin, Julie Digne, Nicolas Bonneel, Computer & Graphics, vol. 107, pp 220-230, October 2022. link to C&G paper, ArXiv Preprint 2109.01018, Video Code to be released soon. |
 | Learning to Generate Wasserstein Barycenters, Julien Lacombe, Julie Digne, Nicolas Courty, Nicolas Bonneel, JMIV vol. 65, pages 354–370, 2023, ArXiv Preprint 2102.12178, Github repo |
 | Symmetrized Semi-Discrete Optimal Transport, Agathe Herrou, Bruno Lévy, Vincent Nivoliers, Nicolas Bonneel, Julie Digne ArXiv 2206.04529, |
 | Arbitrary order principal directions and how to compute them, Julie Digne, Sébastien Valette, Raphaëlle Chaine, Yohann Béarzi, Preprint Nov. 2021 ArXiv Preprint 2111.05800 |
 | Dynamic Scene Novel View Synthesis via Deferred Spatio-temporal Consistency, Beatrix-Emoke Fulop-Balogh, Eleanor Tursman, James Tompkin, Julie Digne, Nicolas Bonneel, Preprint Sep. 2021 ArXiv Preprint 2109.01018, Video |
| Learning to Generate Wasserstein Barycenters, Julien Lacombe, Julie Digne, Nicolas Courty, Nicolas Bonneel, Preprint Feb. 2021 ArXiv Preprint 2102.12178, Github repo |
 | FAKIR: An algorithm for revealing the anatomy and pose of statues from raw point sets, Tong Fu, Raphaëlle Chaine, Julie Digne, Computer Graphics Forum, Proc. Pacific Graphics 2020. Arxiv preprint 1907.11721 |
 | Code Replicability in Computer Graphics, Nicolas Bonneel, David Coeurjolly, Julie Digne, Nicolas Mellado, ACM TOG (Siggraph 2020) project page paper |
 | Anatomy Changes and Virtual Restoration of Statues, Tong Fu, Raphaëlle Chaine, Julie Digne, Eurographics Workshop on Graphics and Cultural Heritage, 2020 - selected for an extended version submission to ACM Journal on Computing and Cultural Heritage (ACM JOCCH).
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 | mpLBP: A point-based representation for surface pattern description, Elia Moscoso Thompson, Silvia Biasotti, Julie Digne & Raphaëlle Chaine (2019). Computer & Graphics 2019 paper |
 | 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). Honorable mention of the Gunter Enderle award. 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, Code, 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 |
 | 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 |
 | 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, Code, PDF |
 | 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 |
 | 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 |
 | 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 |
 | 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)
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| 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 |
 | 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 |
