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

Publications HAL

80 documents

  • Émilie Falourd, Johan Chaniot, Yann Gavet, Jean-Charles Pinoli. Les nombres de Betti : de la topologie mathématique aux applications. GDR N°2021 MORPHEA « Morphologie et Phénomènes d’Agrégation » - Journées du GDR 2026, Groupement de recherche Morphologie et Phénomènes d’Agrégation, Jun 2026, Solaize, France. ⟨emse-05673361⟩
  • Oussama Messai, Abbass Zein-Eddine, Abdelouahid Bentamou, Mickaël Picq, Nicolas Duquesnes, et al.. Small object detection in industrial recycling: a new dataset and YOLO performance evaluation. Journal of Electronic Imaging, 2026, 35 (3), pp.031203. ⟨10.1117/1.JEI.35.3.031203⟩. ⟨emse-05583464⟩
  • Johan Chaniot, Maxime Moreaud, Loïc Sorbier, Jean-Marie Becker, Thierry Fournel, et al.. Morphology probed locally through tortuosimetric analysis. 17e Journées d’Etudes des Milieux Poreux, France InterPore Chapter, Nov 2025, Orléans, France. ⟨emse-05673250⟩
  • Johan Chaniot, Maxime Moreaud, Loïc Sorbier, Jean-Marie Becker, Thierry Fournel, et al.. Tortuosity: Local Morphology and Global Topology Combination. 14th European Congress for Stereology and Image Analysis, International Society for Stereology & Image Analysis, Sep 2025, Prague, Czech Republic. ⟨emse-05503711⟩
  • Antoine Leroux, Johan Debayle, Sébastien Lherminier, Yann Gavet. Stochastic image generator for industrial bin-picking simulation. ECSIA 2025 - 14th European Congress for Stereology and Image Analysis, Faculty of Mathematics and Physics of the Charles University and Conforg, s.r.o., Sep 2025, Prague, Czech Republic. ⟨emse-05316674⟩
  • 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⟩
  • Johan Chaniot, Maxime Moreaud, Loïc Sorbier, Jean-Marie Becker, Dominique Jeulin, et al.. New insights into tortuosity of complex microstructures: from binary to grayscale characterization. GDR N°2021 MORPHEA « Morphologie et Phénomènes d’Agrégation » - Journées du GDR 2025, Groupement de recherche Morphologie et Phénomènes d’Agrégation, Jun 2025, Villeurbanne, France. ⟨emse-05669332⟩
  • 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⟩
  • 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⟩

Carrière

Développeur C/C++, CSSI, Toulouse