Yann GAVET

  • Compétences

    Traitement d’images
    Programmation C, matlab, python

    Champs aléatoires, modélisation de surfaces, simulation numérique

  • Enseignement

    Traitement d’images
    Traitement du signal
    Programmation (C, openCL, python)

  • Formation

    Ingénieur Civil des Mines (Saint-Etienne, E98) 2001
    Master Image, 2004
    Thèse de Doctorat en traitement d’images, 2008
    HDR, 2015

  • Carrière

    Développeur C/C++, CSSI, Toulouse

70 documents

  • Bruno Figliuzzi, Christine Frances, Yann Gavet, Maxime Moreaud, Jean-Charles Pinoli, et al.. JOHAN DEBAYLE 1977 - 2024. Image Analysis & Stereology, 44, pp.97, 2025, ⟨10.5566/ias.3641⟩. ⟨emse-05087300⟩
  • Abdelouahid Bentamou, Stéphane Chrétien, Yann Gavet. 3D Denoising Diffusion Probabilistic Models for 3D microstructure image generation of fuel cell electrodes. Computational Materials Science, 2025, 248 (113596), ⟨10.1016/j.commatsci.2024.113596⟩. ⟨emse-04849784⟩
  • Gauthier Travers, Louise Coulomb, Inès Aouimeur, Zhiguo He, Guillaume Bonnet, et al.. Investigating the role of molecular coating in human corneal endothelial cell primary culture using artificial intelligence-driven image analysis. Scientific Reports, 2025, 15 (1), pp.31301. ⟨10.1038/s41598-025-14367-4⟩. ⟨emse-05235433⟩
  • Oussama Messai, Abbass Zein-Eddine, Abdelouahid Bentamou, Mickaël Picq, Nicolas Duquesnes, et al.. Enhancing image quality and anomaly detection for small and dense industrial objects in nuclear recycling. QCAV2025 - 17th International Conference on Quality Control by Artificial Vision, Jun 2025, Yamanashi, Japan. pp.1373705, ⟨10.1117/12.3077764⟩. ⟨emse-05236327⟩
  • Antoine Leroux, Johan Debayle, Sébastien Lherminier, Yann Gavet. Digital twin for bin-picking: bridging the gap between 2D image analysis and 3D simulation through stochastic geometry. QCAV2025 - 17th International Conference on Quality Control by Artificial Vision, Jun 2025, Yamanashi, Japan. pp.137370W, ⟨10.1117/12.3081903⟩. ⟨emse-05237562⟩
  • Abdelouahid Bentamou, Yann Gavet. Generating 3D Microstructure Images for O2 Fuel Cell Electrode using GANs Enhanced with Minkowski Functionals. ISIVC 2024, May 2024, Marrakech, Morocco. pp.10577933, ⟨10.1109/ISIVC61350.2024.10577933⟩. ⟨emse-04639665⟩
  • Abbass Zein-Eddine, Oussama Messai, Abdelouahid Bentamou, Yann Gavet. Enhancing Object Detection in Distorted Environments: A Seamless Integration of Classical Image Processing with Deep Learning Models. ISIVC 2024, Hassan II University of Casablanca; FST Mohammedia, Hassan II University of Casablanc; National Centre for Scientific and Technical Research (CNRST); IMT Atlantique; Mohammed V University of Rabat; Sup’Com, Tunis, Tunisie; ENSA, Marrakech, Maroc; ENSA, El Jadida, Maroc; INSA, Université Claude Bernard Lyon 1, France; IDP, Universityé d'Orleans, France, May 2024, Marrakech, Morocco. pp.10577829, ⟨10.1109/ISIVC61350.2024.10577829⟩. ⟨emse-04638714⟩
  • Antoine Bottenmuller, Léo Théodon, Johan Debayle, Daniel Tobón Vélez, Mallorie Tourbin, et al.. Granulometric Analysis of Maltodextrin Particles Observed by Scanning Electron Microscopy. ICPRS 13th International Conference on Pattern Recognition Systems, espol - Escuela superior Politécnica del Litoral, Jul 2023, Guayaquil, Ecuador. pp.1 à 7, ⟨10.1109/ICPRS58416.2023.10179067⟩. ⟨emse-04169470⟩
  • Abdelouahid Bentamou, Abbass Zein-Eddine, Oussama Messai, Yann Gavet. Real-time drone detection and tracking in distorted infrared images. 2023 IEEE International Conference on Image Processing - 30th ICIP 2023, IEEE; IEEE Signal processing Society; Ramaiah Institute of Technology, Oct 2023, Kuala Lumpur, Malaysia. pp.TP1.L408.2 / 3480, ⟨10.1109/ICIPC59416.2023.10328374⟩. ⟨emse-04341911⟩
  • Oussama Messai, Abdelouahid Bentamou, Abbass Zein-Eddine, Yann Gavet. Activating Frequency and VIT for 3D Point Cloud Quality Assessment without Reference. 2023 IEEE International Conference on Image Processing - 30th ICIP 2023, IEEE; IEEE Signal processing Society; Ramaiah Institute of Technology, Oct 2023, Kuala Lumpur, Malaysia. pp.WP2.L408.2/ 3481, ⟨10.1109/ICIPC59416.2023.10328373⟩. ⟨emse-04343363⟩