STORM Team

Head : David VANDERHAEGHE

The STORM research group at IRIT, develops its activities in the field of Computer Graphics. From geometric modeling to realistic rendering, STORM aims at developing computationally efficient models and tools for digital content creation and edition.

The member of the STORM research groups are recognized expert in the following field of computer graphics :

    • Colors and perception
    • Expressive rendering
    • Physically based rendering
    • Real time rendering
    • Implicit surfaces modeling
    • 3D Mesh processing
    • 3D Point cloud processing
    • 3D Shapes analysis
    • Skeleton-based computer animation

Research Activities

Content creation for computer graphics remains a complex problem while requirements and expectations from a constantly increasing number of users are getting more and more prominent.

On the one hand, the representation and computation of data require to combine 3D objects, animation parameters, and lighting parameters. Hence the computation of a picture leads to mathematical modeling, data structure and algorithmic complexity problems.

On the other hand, creating, acquiring, editing, and exploiting such data relies on efficient user interactions with these objects and requires versatile creation and edition metaphors hiding the mathematical complexity of the 3D content.

This ambivalent vision of content creation for computer graphics is at the heart of our scientific objectives : the definition of domain-centered content creation frameworks for animated computer graphics.

By relying on our joint geometry/appearance approach, we address bottlenecks in geometric aspect of skeletal animation guided by visual objectives, efficient sampling and reconstruction strategies for stochastic algorithms, user editing method for picture generation as well as multi-scale feature guided geometric reconstruction from acquired 3D data.

Collaborations and research valorization

Based on our research directions and on our expertise in 3D computer graphics, we collaborate with academic partners and industrial groups to build knowledge, models and tools towards the following applications :

    • Geometric modeling for real-time web 3D applications
    • 3D data acquisition, segmentation and classification for reverse engineering in CAD.
    • Numerical integration method for spectral radiative transfer simulation.
    • Color edition and transformation for visual content creation.
    • Interactive models and tools for computer animation.

skills

Computer graphics
Geometric modeling, rendering, animation and simulation
Acquisition, reconstruction and processing of 3D geometry
Acquisition, reconstruction and processing of appearance

team Members

Permanent members
Non-permanent members
External members

team publications

International journals articles
  • Yaniss Nyffenegger-Péré, Raymond Armante, Mégane Bati, Stéphane Blanco, Jean-Louis Dufresne, Mouna El Hafi, Vincent Eymet, Vincent Forest, Richard Fournier, Jacques Gautrais, Raphaël Lebrun, Nicolas Mellado, Nada Mourtaday, Mathias Paulin

    Spectrally refined unbiased Monte Carlo estimate of the Earth’s global radiative cooling

    Proceedings of the National Academy of Sciences of the United States of America, 2024, 121 (5), ⟨10.1073/pnas.2315492121⟩

    Accès: https://hal.science/hal-04417426

  • Carine Calastrenc, François Baleux, Nicolas Poirier, Christine Rendu, Pierre Campmajo, Nicolas Dobigeon, Muriel Llubes, Magali Philippe, Marie-Claude Bal, Nicolas Mellado, Claire Marais-Sicre

    Arqueo 2.0. Renovación metodológica de la prospección arqueológica de zonas de montaña

    Treballs d’Arqueologia, 2023, Mètodes i tècniques per a l’arqueologia de muntanya: aplicacions en àmbits pirinencs, 26, pp.95-109. ⟨10.5565/rev/tda.153⟩

    Accès: https://hal.science/hal-04335772

  • François Gaits, Nicolas Mellado, Gauthier Bouyjou, Damien Garcia, Adrian Basarab

    Efficient stratified 3D scatterer sampling for freehand ultrasound simulation

    IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 2023, pp.1-1. ⟨10.1109/TUFFC.2023.3324014⟩

    Accès: https://hal.science/hal-04234010

  • Mégane Bati, Stéphane Blanco, Christophe Coustet, Vincent Eymet, Vincent Forest, Richard Fournier, Jacques Gautrais, Nicolas Mellado, Mathias Paulin, Benjamin Piaud

    Coupling Conduction, Convection and Radiative Transfer in a Single Path-Space: Application to Infrared Rendering

    ACM Transactions on Graphics, 2023, 42 (4), pp.1-20. ⟨10.1145/3592121⟩

    Accès: https://hal.science/hal-04090428v2

  • Jean Marc Tregan, Jean Luc Amestoy, Mégane Bati, Jean-Jacques Bézian, Stéphane Blanco, Laurent Brunel, Cyril Caliot, Julien Charon, Jean-Francois Cornet, Christophe Coustet, Louis D’alençon, Jeremi Dauchet, Sebastien Dutour, Simon Eibner, Mouna El-Hafi, Vincent Eymet, Olivier Farges, Vincent Forest, Richard Fournier, Loris Ibarrart, Mathieu Galtier, Victor Gattepaille, Jacques Gautrais, Pascal Lavieille, Zili HE, Frédéric Hourdin, Jean-Louis Joly, Paule Lapeyre, Marie-Helene Lecureux, Jacques Lluc, Marc Miscevic, Nada Mourtaday, Yaniss Nyffenegger-Péré, Lionel Pélissier Pelissier, Lea Penazzi, Benjamin Piaud, Clément Rodrigues-Viguier, Gisele Roques, Maxime Roger, Thomas Saez, Guillaume Terrée, Najda Villefranque, Thomas Vourc’h, Daniel Yaacoub

    Coupling radiative, conductive and convective heat-transfers in a single Monte Carlo algorithm: A general theoretical framework for linear situations

    PLoS ONE, 2023, 18 (4), ⟨10.1371/journal.pone.0283681⟩

    Accès: https://imt-mines-albi.hal.science/hal-04066139v2

  • Pierre Mézières, François Desrichard, David Vanderhaeghe, Mathias Paulin

    Harmonics Virtual Lights: Fast Projection of Luminance Field on Spherical Harmonics for Efficient Rendering

    Computer Graphics Forum, 2022, 41 (6), pp.182-195. ⟨10.1111/cgf.14564⟩

    Accès: https://hal.science/hal-03679979

  • François Desrichard, David Vanderhaeghe, Mathias Paulin

    Shadow Layers for Participating Media

    Computer Graphics Forum, 2022, 41 (1), pp.190-200. ⟨10.1111/cgf.14429⟩

    Accès: https://hal.science/hal-03480926v2

  • Chems-Eddine Himeur, Thibault Lejemble, Thomas Pellegrini, Mathias Paulin, Loic Barthe, Nicolas Mellado

    PCEDNet : A Lightweight Neural Network for Fast and Interactive Edge Detection in 3D Point Clouds

    ACM Transactions on Graphics, 2022, 41 (1), pp.1-21. ⟨10.1145/3481804⟩

    Accès: https://hal.science/hal-03349971

  • Pierre Mézières, Nicolas Mellado, Loic Barthe, Mathias Paulin

    Recursive analytic spherical harmonics gradient for spherical lights

    Computer Graphics Forum, 2022, 41 (2), pp.1-14. ⟨10.1111/cgf.14482⟩

    Accès: https://hal.science/hal-03622389

  • Olivier Hachette, Florian Canezin, Rodolphe Vaillant, Nicolas Mellado, Loic Barthe

    Automatic shape adjustment at joints for the implicit skinning

    Computers and Graphics, 2021, ⟨10.1016/j.cag.2021.10.018⟩

    Accès: https://hal.science/hal-03433167

  • National journals articles
    International conferences articles
  • François Gaits, Nicolas Mellado, Adrian Basarab

    Ultrasound volume reconstruction from 2D Freehand acquisitions using neural implicit representations

    21st IEEE International Symposium on Biomedical Imaging (ISBI 2024), IEEE Signal Processing Society; IEEE Engineering in Medicine and Biology Society, May 2024, Athènes, Greece. à paraître

    Accès: https://hal.science/hal-04480668

  • Marie-Claude Bal, François Baleux, Carine Calastrenc, Pierre Campmajo, Nicolas Dobigeon, Jordi Inglada, Luc Lapierre, Matthieu Le Bailly, Llubes Muriel, Nicolas Mellado, Hernandez Josu Nabarte, Magalie Phillippe, Poirier Nicolas, Christine Rendu, Claire Marais-Sicre

    Mont’Prospect2.0

    Journée de restitution Nouvelles frontières de l’archéologie 2024, CNRS – MITI, Jan 2024, Paris, France

    Accès: https://hal.science/hal-04425679

  • Maxime Cordeil, Thomas Billy, Nicolas Mellado, Loic Barthe, Nadine Couture, Patrick Reuter

    ImmersiveIML – Immersive interactive machine learning for 3D point cloud classification: the neural network at your fingertips

    IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct 2023), Oct 2023, Sydney, Australia. pp.81-85, ⟨10.1109/ISMAR-Adjunct60411.2023.00025⟩

    Accès: https://hal.science/hal-04246601

  • Carine Calastrenc, Christine Rendu, Nicolas Poirier, François Baleux, Pierre Campmajo, Nicolas Dobigeon, Nicolas Mellado, Claire Sicre-Marais, Jordi Inglada, Marie-Claude Bal, Magali Philippe, Muriel Llubes, Luc Lapierre

    Prospecter les montagnes autrement

    Séminaire de laboratoire TRACES, Laboratoire TRACES (UMR 5608) – Toulouse, Oct 2023, Toulouse, France

    Accès: https://hal.science/hal-04244922

  • Marie-Claude Bal, François Baleux, Carine Calastrenc, Pierre Campmajo, Nicolas Dobigeon, Jordi Inglada, Luc Lapierre, Muriel Llubes, Nicolas Mellado, Magali Philippe, Nicolas Poirier, Christine Rendu, Claire Marais-Sicre

    Prospecter autrement les montagnes

    Séminaire transversal du laboratoire TRACES (2023), Laboratoire TRACES (UMR 5608), Sep 2023, Toulouse, France

    Accès: https://hal.science/hal-04264333

  • Nada Chems Mourtaday, Mégane Bati, Stéphane Blanco, Jean-Louis Dufresne, Mouna El-Hafi, Vincent Eymet, Vincent Forest, Richard Fournier, Jacques Gautrais, Paule Lapeyre, Nicolas Mellado, Yaniss Nyffenegger-Péré, Mathias Paulin, Najda Villefranque

    Estimating atmospheric radiative forcings using sensitivity monte carlo methods

    10th International Symposium on Radiative Transfer (RAD 2023), Jun 2023, Thessalonique, Greece. pp.1-8

    Accès: https://imt-mines-albi.hal.science/hal-04165592

  • Aziz Niyazov, Barrett Ens, Kadek Ananta Satriadi, Nicolas Mellado, Loïc Barthe, Tim Dwyer, Marcos Serrano

    User-Driven Constraints for Layout Optimisation in Augmented Reality

    ACM Conference on Human Factors in Computing Systems (CHI 2023 ), Apr 2023, Hambourg, Germany. ⟨10.1145/3544548.3580873⟩

    Accès: https://hal.science/hal-04042351

  • François Gaits, Nicolas Mellado, Adrian Basarab

    Efficient 2D ultrasound simulation based on dart-throwing 3D scatterer sampling

    European Signal Processing Conference (EUSIPCO 2022), European Association for Signal Processing (EURASIP), Aug 2022, Belgrade, Serbia. pp.897-901

    Accès: https://hal.science/hal-03732630

  • Pierre Mézières, Mathias Paulin

    Efficient spherical harmonic shading for separable BRDF

    14th ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH ASIA 2021), Special interest group of the Association for Computing Machinery in computer graphics and interactive techniques, Dec 2021, Tokyo, Japan. pp.1-4, ⟨10.1145/3478512.3488597⟩

    Accès: https://hal.science/hal-03358603

  • E Moscoso Thompson, G Arvanitis, K Moustakas, N Hoang-Xuan, E R Nguyen, M Tran, Thibault Lejemble, Loic Barthe, Nicolas Mellado, C Romanengo, S Biasotti, B Falcidieno

    SHREC’19 track: Feature Curve Extraction on Triangle Meshes

    12th EG Workshop 3D Object Retrieval 2019, May 2019, Gênes, Italy. pp.1 – 8

    Accès: https://hal.science/hal-02126739

  • National conferences articles
  • Yaniss Nyffenegger-pere, Stéphane Blanco, Jean-Louis Dufresne, Mouna El-Hafi, Vincent Eymet, Vincent Forest, Richard Fournier, Mathias Paulin, Nicolas Mellado

    Une estimation exacte du forçage radiatif par la méthode de Monte-Carlo

    SFT 2022 – 30éme Congrès Français de Thermique 2022, May 2022, Valenciennes, France. ⟨10.25855/SFT2022-042⟩

    Accès: https://hal.science/hal-03740560

  • Nicolas Barroso, Amélie Fondevilla, David Vanderhaeghe

    Automatic Intermediate Frames for Stroke-based Animation

    Journées Françaises d’Informatique Graphique (JFIG 2021), Nov 2021, Sophia Antipolis, France

    Accès: https://hal.science/hal-03454288

  • Amélie Fondevilla, David Vanderhaeghe

    Towards a visual language for animated paintings

    Journées thématiques du GdR IG-RV 2021, GDR IGRV, Mar 2021, Paris, France

    Accès: https://hal.science/hal-03460378

  • Pierre Mézières, Mathias Paulin

    Projection efficace de lumières sphériques sur les harmoniques sphériques

    Journées Françaises d’Informatique Graphique (JFIG 2020), Nov 2020, Nancy (en distanciel), France

    Accès: https://hal.science/hal-03079202

  • Conferences articles without published proceedings
    Books
  • Carine Calastrenc, François Baleux, Nicolas Poirier, Christine Rendu, Pierre Campmajo, Nicolas Dobigeon, Nicolas Mellado, Claire Marais-Sicre, Marie-Claude Bal, Magali Philippe, Muriel Llubes

    Inspecter les montagne autrement

    Bertoncello Frédérique; Ouriachi Marie-Jeanne; Nuninger Laure; Favory François. Dynamiques des peuplements, des territoires et des paysages : Bilan et perspectives en archéologie spatiale, hommages à Jean-Luc Fiches – Settlement, territory and landscape dynamics: Assessment and prospects in spatial archaeology, tribute to Jean-Luc Fiches – Actes des 42es rencontres internationales d’archéologie et d’histoire – Nice Côte d’Azur des 12-14 octobre 2022, sous la direction de Frédérique Bertoncello, Marie-Jeanne Ouriachi, Laure Nuninger, François Favory, CEPAM – UMR 7264 – Université Côte d’Azur – CNRS, 2023, Actes des Rencontres Internationales d’Archéologie et d’Histoire et d’Antibes, 2-904110-65-8

    Accès: https://hal.science/hal-04264415

  • Books parts
    Thesis and HDR
  • Pierre Mézières

    Real spherical harmonics for lighting simulation and real-time rendering

    Human-Computer Interaction [cs.HC]. Université Paul Sabatier – Toulouse III, 2022. English. ⟨NNT : 2022TOU30220⟩

    Accès: https://theses.hal.science/tel-04047857

  • François Desrichard

    Analysis of the path space for light and shadow compositing

    Image Processing [eess.IV]. Université Paul Sabatier – Toulouse III, 2021. English. ⟨NNT : 2021TOU30149⟩

    Accès: https://theses.hal.science/tel-03595421

  • Thibault Lejemble

    Multi-scale Point Cloud Analysis

    Computer Vision and Pattern Recognition [cs.CV]. Université Paul Sabatier – Toulouse III, 2020. English. ⟨NNT : 2020TOU30184⟩

    Accès: https://theses.hal.science/tel-03170824

  • Anahid Ghazanfarpour

    Proximity-aware multiple meshes decimation using quadric error metric

    Multimedia [cs.MM]. Université Paul Sabatier – Toulouse III, 2019. English. ⟨NNT : 2019TOU30168⟩

    Accès: https://theses.hal.science/tel-02628519

  • Baptiste Angles

    Geometric modeling with primitives

    Networking and Internet Architecture [cs.NI]. Université Paul Sabatier – Toulouse III, 2019. English. ⟨NNT : 2019TOU30060⟩

    Accès: https://theses.hal.science/tel-02896431

  • Even Entem

    Intuitive modeling of 3D objects from outline drawing. Application tothe design of virtual animals.

    Modeling and Simulation. Université Grenoble Alpes, 2018. English. ⟨NNT : 2018GREAM054⟩

    Accès: https://theses.hal.science/tel-01977694v2

  • Valentin Roussellet

    Implicit muscle models for interactive character skinning

    Image Processing [eess.IV]. Université Paul Sabatier – Toulouse III, 2018. English. ⟨NNT : 2018TOU30055⟩

    Accès: https://theses.hal.science/tel-02058749

  • Thesis and HDR
    Other publications

    team Contracts

    AcronymeTitreResp. scDébut – fin
    STRUCTURES autre Structures: hierarchical motion representation for stylized rendering David VANDERHAEGHE
    2020 – 2024
    MultIFOrm Multivariate Implicit Function defOrmation Loïc BARTHE
    2023 – 2027
    SSLAM Espace d’échelles pour l’apprentissage machine sur des nuages de points 3d Nicolas MELLADO
    2023 – 2027
    StableProxies Stable Geometry Processing and High Performance Calculus on Heterogeneous Geometrical Data Nicolas MELLADO
    2023 – 2027
    MCG-RAD
    [Contract completed]
    autre Calcul par Monte-Carlo des forçages radiatifs à l’échelle globale Mathias PAULIN
    2018 – 2023
    IM&M
    [Contract completed]
    autre Modèles et Maillages Implicites Loïc BARTHE
    2012 – 2016
    MAPSTYLE
    [Contract completed]
    Représentations stylisées en cartographie David VANDERHAEGHE
    2012 – 2016
    AMPERE
    [Contract completed]
    autre Approche multi-physique et parallèle de l’électromagnétisme pour les radio-communications et l’espace Mathias PAULIN
    2011 – 2014
    AcronymeTitreResp. scDébut – fin
    CaLiTrOp
    [Contract completed]
    Analyse des opérateurs de transport lumineux pour l’image de synthèse Mathias PAULIN
    2017 – 2022
    PALEX
    [Contract completed]
    Maturation Région : Constrained Palette – Space Exploration Loïc BARTHE
    David VANDERHAEGHE
    Nicolas MELLADO
    2017 – 2019
    FOLD-Dyn
    [Contract completed]
    Fonctions multi-couches dynamiques pour l’animation de personnages Loïc BARTHE
    2016 – 2022
    AcronymeTitreResp. scDébut – fin
    PAUSE
    [Contract completed]
    Pré-maturation Région : PAUSE Nicolas MELLADO
    2022 – 2023
    PSL
    [Contract completed]
    Pré-maturation Région : PostFX Shadow Layers David VANDERHAEGHE
    2020 – 2022
    SI3DCO
    [Contract completed]
    Simplification d’objets 3D sous contraintes Mathias PAULIN
    2019 – 2021
    Wednesday 25 October 2023, 17h00
    Pervasive Freeform User Interfaces
    Aziz NIYAZOV – Team ELIPSE, IRIT UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #these
    Tuesday 29 November 2022, 13h30
    Harmoniques sphériques réelles pour la simulation de l’éclairage et le rendu temps-réel
    Pierre MÉZIÈRES – Team STORM, IRIT UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #these
    Monday 6 December 2021, 14h00
    Analyse de l’espace des chemins pour la composition des ombres et lumières
    François DESRICHARD – Team STORM, IRIT UT3 Paul Sabatier, Bât 1R3, Amphithéâtre Schwartz
    #these
    Wednesday 9 December 2020, 15h30
    Multi-scale Point Cloud Analysis
    Thibault LEJEMBLE – Team STORM, IRIT UT3 Paul Sabatier, En visioconférence
    #these
    Friday 22 November 2019, 10h30
    Proximity-Aware Multiple Meshes Decimation using Quadric Error Metric
    Anahid GHAZANFARPOUR – Team REVA, Team STORM, IRIT UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #these
    Monday 25 June 2018, 14h00
    Modèles de muscles implicites pour déformation de peau interactive
    Valentin ROUSSELLET – Team STORM – IRIT UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #these
    Friday 7 June 2019, 12h30 – 13h30
    3D multimodal interaction with virtual environments
    Maud MARCHAL – Maître de conférences INSA, IRISA Rennes UT3 Paul Sabatier, IRIT, Salle des Thèses
    #seminaire
    Friday 17 May 2019, 12h30 – 13h30
    Geometry processing on Voxel Objects
    David COEURJOLLY – Directeur de Recherche CNRS, Laboratoire LIRIS – Lyon UT3 Paul Sabatier, IRIT, Salle des Thèses
    #seminaire
    Friday 9 November 2018, 12h30 – 14h00
    CGAL — The Computational Geometry Algorithm Library
    Sébastien LORIOT – GeometryFactory UT3 Paul Sabatier, IRIT, Salle des Thèses
    #seminaire
    Monday 7 November 2016, 13h30 – 15h00
    Position-based Skin Deformations for Interactive Character Animation
    Nadine ABU RUMMAN – doctoral Researcher at Friedrich-Alexander University (Allemagne) IRIT, Salle 175
    #seminaire