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

  • Johan Chaniot, Maxime Moreaud, Loïc Sorbier, Jean-Marie Becker, Thierry Fournel, et al.. Morphological Analysis of Shape and Microstructure through Tortuosity. CRISTAL 11 Marseille, CINaM, CNRS/AMU [MARSEILLE]; M2P2, CNRS/AMU [MARSEILLE]; SANOFI [SISTERON]; ICR, CNRS/AMU [MARSEILLE], May 2025, Marseille, France. ⟨emse-05668661⟩
  • 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⟩
  • Corantin Maurin, Guillaume Bonnet, Yann Gavet, Inès Aouimeur, Louise Parveau, et al.. New deep learning-based algorithm to assess quality of primary corneal endothelial cell cultures. EEBA 2025 (European Eye Bank Association 2025), Jan 2025, Rome, Italy. . ⟨emse-05299865⟩
  • Corantin Maurin, Guillaume Bonnet, Yann Gavet, Inès Aouimeur, Louise Parveau, et al.. New deep AI-based algorithm to assess quality of primary corneal endothelial cell cultures. 27th EVER Congress - EVER 2024, EVER (European Association for Vision and Eye); OIC group, Nov 2024, Valence (Espagne), Spain. ⟨10.1111/aos.17236⟩. ⟨emse-05294799⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Antoine Bottenmuller, Léo Théodon, Johan Debayle, Daniel Tobón Vélez, Mallorie Tourbin, et al.. Une approche pour l’analyse granulométrique de particules condensées sur des images en niveaux de gris. GRETSI 2023 - 29ème Colloque Francophone du Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.2023-1378 / 1153 à 1156. ⟨emse-04195651⟩
  • 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⟩

Carrière

Développeur C/C++, CSSI, Toulouse